{
    "quant_method": "exl3",
    "version": "0.0.1",
    "bits": 2.0,
    "head_bits": 6,
    "calibration": {
        "rows": 100,
        "cols": 2048
    },
    "out_scales": "auto",
    "tensor_storage": {
        "model.embed_tokens": {
            "stored_tensors": {
                "model.embed_tokens.weight": {
                    "shape": [
                        256000,
                        8192
                    ],
                    "n_bytes": 4194304000,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.0.input_layernorm": {
            "stored_tensors": {
                "model.layers.0.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.0.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.0.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.0.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.0.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.0.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.0.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.0.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.0.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.0.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.0.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.0.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.0.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.0.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.0.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.0.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.0.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.0.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.0.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.0.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.0.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.0.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.0.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.0.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.0.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.0.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.0.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.0.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.0.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.1.input_layernorm": {
            "stored_tensors": {
                "model.layers.1.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.1.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.1.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.1.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.1.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.1.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.1.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.1.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.1.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.1.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.1.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.1.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.1.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.1.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.1.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.1.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.1.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.1.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.1.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.1.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.1.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.1.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.1.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.1.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.1.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.1.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.1.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.1.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.1.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.2.input_layernorm": {
            "stored_tensors": {
                "model.layers.2.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.2.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.2.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.2.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.2.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.2.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.2.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.2.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.2.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.2.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.2.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.2.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.2.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.2.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.2.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.2.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.2.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.2.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.2.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.2.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.2.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.2.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.2.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.2.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.2.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.2.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.2.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.2.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.2.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.3.input_layernorm": {
            "stored_tensors": {
                "model.layers.3.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.3.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.3.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.3.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.3.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.3.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.3.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.3.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.3.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.3.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.3.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.3.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.3.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.3.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.3.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.3.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.3.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.3.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.3.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.3.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.3.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.3.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.3.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.3.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.3.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.3.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.3.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.3.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.3.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.4.input_layernorm": {
            "stored_tensors": {
                "model.layers.4.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.4.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.4.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.4.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.4.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.4.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.4.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.4.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.4.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.4.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.4.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.4.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.4.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.4.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.4.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.4.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.4.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.4.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.4.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.4.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.4.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.4.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.4.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.4.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.4.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.4.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.4.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.4.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.4.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.5.input_layernorm": {
            "stored_tensors": {
                "model.layers.5.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.5.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.5.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.5.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.5.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.5.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.5.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.5.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.5.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.5.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.5.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.5.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.5.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.5.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.5.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.5.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.5.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.5.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.5.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.5.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.5.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.5.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.5.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.5.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.5.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.5.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.5.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.5.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.5.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.6.input_layernorm": {
            "stored_tensors": {
                "model.layers.6.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.6.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.6.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.6.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.6.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.6.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.6.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.6.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.6.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.6.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.6.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.6.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.6.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.6.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.6.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.6.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.6.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.6.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.6.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.6.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.6.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.6.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.6.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.6.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.6.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.6.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.6.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.6.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.6.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.7.input_layernorm": {
            "stored_tensors": {
                "model.layers.7.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.7.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.7.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.7.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.7.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.7.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.7.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.7.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.7.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.7.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.7.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.7.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.7.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.7.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.7.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.7.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.7.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.7.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.7.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.7.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.7.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.7.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.7.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.7.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.7.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.7.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.7.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.7.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.7.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.8.input_layernorm": {
            "stored_tensors": {
                "model.layers.8.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.8.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.8.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.8.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.8.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.8.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.8.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.8.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.8.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.8.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.8.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.8.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.8.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.8.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.8.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.8.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.8.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.8.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.8.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.8.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.8.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.8.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.8.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.8.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.8.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.8.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.8.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.8.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.8.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.9.input_layernorm": {
            "stored_tensors": {
                "model.layers.9.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.9.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.9.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.9.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.9.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.9.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.9.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.9.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.9.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.9.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.9.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.9.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.9.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.9.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.9.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.9.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.9.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.9.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.9.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.9.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.9.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.9.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.9.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.9.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.9.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.9.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.9.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.9.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.9.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.10.input_layernorm": {
            "stored_tensors": {
                "model.layers.10.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.10.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.10.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.10.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.10.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.10.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.10.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.10.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.10.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.10.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.10.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.10.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.10.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.10.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.10.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.10.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.10.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.10.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.10.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.10.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.10.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.10.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.10.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.10.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.10.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.10.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.10.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.10.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.10.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.11.input_layernorm": {
            "stored_tensors": {
                "model.layers.11.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.11.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.11.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.11.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.11.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.11.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.11.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.11.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.11.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.11.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.11.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.11.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.11.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.11.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.11.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.11.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.11.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.11.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.11.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.11.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.11.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.11.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.11.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.11.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.11.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.11.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.11.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.11.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.11.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.12.input_layernorm": {
            "stored_tensors": {
                "model.layers.12.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.12.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.12.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.12.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.12.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.12.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.12.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.12.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.12.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.12.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.12.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.12.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.12.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.12.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.12.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.12.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.12.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.12.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.12.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.12.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.12.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.12.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.12.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.12.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.12.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.12.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.12.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.12.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.12.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.13.input_layernorm": {
            "stored_tensors": {
                "model.layers.13.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.13.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.13.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.13.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.13.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.13.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.13.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.13.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.13.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.13.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.13.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.13.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.13.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.13.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.13.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.13.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.13.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.13.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.13.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.13.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.13.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.13.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.13.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.13.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.13.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.13.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.13.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.13.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.13.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.14.input_layernorm": {
            "stored_tensors": {
                "model.layers.14.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.14.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.14.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.14.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.14.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.14.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.14.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.14.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.14.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.14.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.14.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.14.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.14.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.14.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.14.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.14.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.14.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.14.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.14.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.14.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.14.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.14.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.14.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.14.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.14.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.14.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.14.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.14.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.14.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.15.input_layernorm": {
            "stored_tensors": {
                "model.layers.15.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.15.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.15.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.15.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.15.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.15.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.15.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.15.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.15.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.15.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.15.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.15.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.15.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.15.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.15.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.15.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.15.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.15.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.15.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.15.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.15.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.15.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.15.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.15.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.15.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.15.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.15.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.15.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.15.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.16.input_layernorm": {
            "stored_tensors": {
                "model.layers.16.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.16.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.16.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.16.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.16.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.16.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.16.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.16.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.16.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.16.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.16.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.16.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.16.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.16.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.16.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.16.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.16.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.16.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.16.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.16.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.16.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.16.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.16.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.16.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.16.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.16.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.16.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.16.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.16.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.17.input_layernorm": {
            "stored_tensors": {
                "model.layers.17.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.17.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.17.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.17.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.17.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.17.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.17.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.17.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.17.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.17.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.17.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.17.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.17.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.17.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.17.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.17.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.17.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.17.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.17.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.17.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.17.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.17.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.17.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.17.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.17.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.17.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.17.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.17.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.17.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.18.input_layernorm": {
            "stored_tensors": {
                "model.layers.18.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.18.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.18.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.18.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.18.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.18.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.18.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.18.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.18.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.18.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.18.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.18.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.18.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.18.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.18.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.18.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.18.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.18.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.18.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.18.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.18.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.18.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.18.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.18.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.18.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.18.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.18.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.18.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.18.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.19.input_layernorm": {
            "stored_tensors": {
                "model.layers.19.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.19.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.19.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.19.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.19.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.19.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.19.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.19.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.19.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.19.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.19.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.19.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.19.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.19.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.19.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.19.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.19.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.19.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.19.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.19.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.19.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.19.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.19.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.19.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.19.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.19.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.19.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.19.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.19.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.20.input_layernorm": {
            "stored_tensors": {
                "model.layers.20.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.20.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.20.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.20.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.20.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.20.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.20.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.20.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.20.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.20.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.20.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.20.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.20.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.20.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.20.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.20.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.20.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.20.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.20.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.20.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.20.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.20.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.20.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.20.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.20.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.20.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.20.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.20.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.20.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.21.input_layernorm": {
            "stored_tensors": {
                "model.layers.21.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.21.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.21.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.21.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.21.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.21.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.21.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.21.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.21.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.21.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.21.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.21.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.21.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.21.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.21.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.21.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.21.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.21.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.21.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.21.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.21.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.21.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.21.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.21.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.21.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.21.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.21.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.21.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.21.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.22.input_layernorm": {
            "stored_tensors": {
                "model.layers.22.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.22.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.22.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.22.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.22.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.22.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.22.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.22.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.22.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.22.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.22.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.22.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.22.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.22.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.22.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.22.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.22.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.22.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.22.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.22.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.22.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.22.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.22.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.22.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.22.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.22.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.22.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.22.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.22.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.23.input_layernorm": {
            "stored_tensors": {
                "model.layers.23.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.23.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.23.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.23.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.23.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.23.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.23.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.23.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.23.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.23.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.23.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.23.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.23.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.23.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.23.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.23.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.23.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.23.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.23.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.23.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.23.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.23.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.23.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.23.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.23.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.23.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.23.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.23.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.23.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.24.input_layernorm": {
            "stored_tensors": {
                "model.layers.24.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.24.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.24.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.24.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.24.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.24.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.24.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.24.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.24.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.24.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.24.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.24.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.24.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.24.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.24.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.24.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.24.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.24.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.24.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.24.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.24.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.24.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.24.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.24.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.24.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.24.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.24.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.24.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.24.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.25.input_layernorm": {
            "stored_tensors": {
                "model.layers.25.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.25.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.25.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.25.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.25.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.25.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.25.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.25.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.25.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.25.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.25.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.25.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.25.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.25.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.25.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.25.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.25.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.25.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.25.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.25.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.25.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.25.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.25.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.25.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.25.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.25.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.25.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.25.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.25.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.26.input_layernorm": {
            "stored_tensors": {
                "model.layers.26.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.26.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.26.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.26.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.26.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.26.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.26.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.26.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.26.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.26.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.26.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.26.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.26.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.26.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.26.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.26.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.26.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.26.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.26.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.26.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.26.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.26.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.26.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.26.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.26.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.26.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.26.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.26.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.26.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.27.input_layernorm": {
            "stored_tensors": {
                "model.layers.27.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.27.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.27.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.27.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.27.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.27.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.27.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.27.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.27.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.27.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.27.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.27.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.27.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.27.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.27.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.27.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.27.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.27.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.27.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.27.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.27.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.27.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.27.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.27.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.27.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.27.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.27.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.27.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.27.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.28.input_layernorm": {
            "stored_tensors": {
                "model.layers.28.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.28.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.28.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.28.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.28.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.28.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.28.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.28.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.28.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.28.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.28.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.28.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.28.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.28.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.28.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.28.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.28.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.28.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.28.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.28.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.28.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.28.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.28.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.28.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.28.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.28.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.28.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.28.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.28.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.29.input_layernorm": {
            "stored_tensors": {
                "model.layers.29.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.29.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.29.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.29.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.29.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.29.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.29.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.29.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.29.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.29.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.29.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.29.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.29.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.29.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.29.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.29.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.29.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.29.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.29.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.29.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.29.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.29.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.29.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.29.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.29.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.29.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.29.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.29.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.29.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.30.input_layernorm": {
            "stored_tensors": {
                "model.layers.30.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.30.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.30.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.30.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.30.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.30.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.30.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.30.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.30.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.30.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.30.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.30.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.30.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.30.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.30.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.30.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.30.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.30.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.30.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.30.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.30.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.30.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.30.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.30.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.30.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.30.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.30.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.30.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.30.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.31.input_layernorm": {
            "stored_tensors": {
                "model.layers.31.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.31.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.31.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.31.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.31.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.31.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.31.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.31.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.31.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.31.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.31.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.31.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.31.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.31.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.31.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.31.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.31.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.31.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.31.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.31.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.31.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.31.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.31.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.31.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.31.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.31.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.31.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.31.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.31.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.32.input_layernorm": {
            "stored_tensors": {
                "model.layers.32.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.32.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.32.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.32.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.32.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.32.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.32.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.32.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.32.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.32.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.32.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.32.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.32.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.32.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.32.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.32.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.32.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.32.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.32.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.32.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.32.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.32.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.32.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.32.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.32.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.32.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.32.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.32.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.32.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.33.input_layernorm": {
            "stored_tensors": {
                "model.layers.33.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.33.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.33.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.33.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.33.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.33.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.33.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.33.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.33.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.33.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.33.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.33.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.33.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.33.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.33.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.33.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.33.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.33.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.33.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.33.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.33.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.33.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.33.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.33.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.33.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.33.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.33.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.33.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.33.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.34.input_layernorm": {
            "stored_tensors": {
                "model.layers.34.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.34.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.34.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.34.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.34.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.34.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.34.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.34.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.34.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.34.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.34.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.34.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.34.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.34.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.34.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.34.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.34.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.34.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.34.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.34.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.34.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.34.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.34.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.34.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.34.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.34.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.34.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.34.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.34.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.35.input_layernorm": {
            "stored_tensors": {
                "model.layers.35.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.35.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.35.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.35.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.35.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.35.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.35.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.35.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.35.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.35.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.35.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.35.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.35.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.35.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.35.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.35.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.35.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.35.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.35.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.35.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.35.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.35.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.35.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.35.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.35.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.35.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.35.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.35.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.35.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.36.input_layernorm": {
            "stored_tensors": {
                "model.layers.36.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.36.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.36.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.36.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.36.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.36.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.36.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.36.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.36.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.36.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.36.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.36.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.36.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.36.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.36.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.36.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.36.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.36.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.36.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.36.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.36.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.36.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.36.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.36.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.36.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.36.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.36.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.36.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.36.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.37.input_layernorm": {
            "stored_tensors": {
                "model.layers.37.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.37.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.37.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.37.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.37.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.37.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.37.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.37.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.37.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.37.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.37.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.37.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.37.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.37.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.37.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.37.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.37.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.37.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.37.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.37.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.37.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.37.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.37.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.37.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.37.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.37.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.37.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.37.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.37.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.38.input_layernorm": {
            "stored_tensors": {
                "model.layers.38.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.38.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.38.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.38.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.38.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.38.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.38.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.38.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.38.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.38.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.38.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.38.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.38.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.38.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.38.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.38.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.38.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.38.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.38.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.38.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.38.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.38.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.38.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.38.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.38.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.38.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.38.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.38.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.38.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.39.input_layernorm": {
            "stored_tensors": {
                "model.layers.39.input_layernorm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "model.layers.39.self_attn.q_proj": {
            "stored_tensors": {
                "model.layers.39.self_attn.q_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.39.self_attn.q_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.39.self_attn.q_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.39.self_attn.k_proj": {
            "stored_tensors": {
                "model.layers.39.self_attn.k_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.39.self_attn.k_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.39.self_attn.k_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.39.self_attn.v_proj": {
            "stored_tensors": {
                "model.layers.39.self_attn.v_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.39.self_attn.v_proj.svh": {
                    "shape": [
                        1024
                    ],
                    "n_bytes": 2048,
                    "dtype": "torch.float16"
                },
                "model.layers.39.self_attn.v_proj.trellis": {
                    "shape": [
                        512,
                        64,
                        32
                    ],
                    "n_bytes": 2097152,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.39.self_attn.o_proj": {
            "stored_tensors": {
                "model.layers.39.self_attn.o_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.39.self_attn.o_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.39.self_attn.o_proj.trellis": {
                    "shape": [
                        512,
                        512,
                        32
                    ],
                    "n_bytes": 16777216,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.39.mlp.up_proj": {
            "stored_tensors": {
                "model.layers.39.mlp.up_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.39.mlp.up_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.39.mlp.up_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.39.mlp.gate_proj": {
            "stored_tensors": {
                "model.layers.39.mlp.gate_proj.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.39.mlp.gate_proj.svh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.39.mlp.gate_proj.trellis": {
                    "shape": [
                        512,
                        1536,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.layers.39.mlp.down_proj": {
            "stored_tensors": {
                "model.layers.39.mlp.down_proj.suh": {
                    "shape": [
                        24576
                    ],
                    "n_bytes": 49152,
                    "dtype": "torch.float16"
                },
                "model.layers.39.mlp.down_proj.svh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "model.layers.39.mlp.down_proj.trellis": {
                    "shape": [
                        1536,
                        512,
                        32
                    ],
                    "n_bytes": 50331648,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 2
        },
        "model.norm": {
            "stored_tensors": {
                "model.norm.weight": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                }
            }
        },
        "lm_head": {
            "stored_tensors": {
                "lm_head.suh": {
                    "shape": [
                        8192
                    ],
                    "n_bytes": 16384,
                    "dtype": "torch.float16"
                },
                "lm_head.svh": {
                    "shape": [
                        256000
                    ],
                    "n_bytes": 512000,
                    "dtype": "torch.float16"
                },
                "lm_head.trellis": {
                    "shape": [
                        512,
                        16000,
                        96
                    ],
                    "n_bytes": 1572864000,
                    "dtype": "torch.int16"
                }
            },
            "quant_format": "exl3",
            "bits_per_weight": 6
        }
    }
}