training_params.json

{
    "model": "codellama/CodeLlama-7b-Python-hf",
    "project_name": "ip-coder-llama",
    "data_path": "ip-coder-llama/autotrain-data",
    "train_split": "train",
    "valid_split": null,
    "add_eos_token": true,
    "block_size": 3500,
    "model_max_length": 3500,
    "padding": "right",
    "trainer": "sft",
    "use_flash_attention_2": false,
    "log": "wandb",
    "disable_gradient_checkpointing": false,
    "logging_steps": 5,
    "eval_strategy": "epoch",
    "save_total_limit": 3,
    "auto_find_batch_size": false,
    "mixed_precision": "bf16",
    "lr": 2e-05,
    "epochs": 7,
    "batch_size": 4,
    "warmup_ratio": 0.1,
    "gradient_accumulation": 8,
    "optimizer": "adamw_torch",
    "scheduler": "cosine_with_restarts",
    "weight_decay": 0.01,
    "max_grad_norm": 0.5,
    "seed": 42,
    "chat_template": null,
    "quantization": "int4",
    "target_modules": "q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj",
    "merge_adapter": true,
    "peft": true,
    "lora_r": 64,
    "lora_alpha": 128,
    "lora_dropout": 0.1,
    "model_ref": null,
    "dpo_beta": 0.1,
    "max_prompt_length": 3500,
    "max_completion_length": null,
    "prompt_text_column": "autotrain_prompt",
    "text_column": "autotrain_text",
    "rejected_text_column": "autotrain_rejected_text",
    "push_to_hub": true,
    "username": "neural-coder",
    "unsloth": false,
    "distributed_backend": null
}