RealCustom / configs /realcustom_sigdino_highres.json
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{
"act_fn": "silu",
"addition_embed_type": "text_time",
"addition_embed_type_num_heads": 64,
"addition_time_embed_dim": 256,
"attention_head_dim": [
5,
10,
20
],
"block_out_channels": [
320,
640,
1280
],
"center_input_sample": false,
"class_embed_type": null,
"class_embeddings_concat": false,
"conv_in_kernel": 3,
"conv_out_kernel": 3,
"cross_attention_dim": 2048,
"cross_attention_norm": null,
"down_block_types": [
"DownBlock2D",
"CrossAttnDownBlock2D",
"CrossAttnDownBlock2D"
],
"downsample_padding": 1,
"dual_cross_attention": false,
"encoder_hid_dim": null,
"encoder_hid_dim_type": null,
"flip_sin_to_cos": true,
"freq_shift": 0,
"in_channels": 4,
"layers_per_block": 2,
"mid_block_only_cross_attention": null,
"mid_block_scale_factor": 1,
"mid_block_type": "UNetMidBlock2DCrossAttn",
"norm_eps": 1e-05,
"norm_num_groups": 32,
"num_attention_heads": null,
"num_class_embeds": null,
"only_cross_attention": false,
"out_channels": 4,
"projection_class_embeddings_input_dim": 2816,
"resnet_out_scale_factor": 1.0,
"resnet_skip_time_act": false,
"resnet_time_scale_shift": "default",
"sample_size": 128,
"time_cond_proj_dim": null,
"time_embedding_act_fn": null,
"time_embedding_dim": null,
"time_embedding_type": "positional",
"timestep_post_act": null,
"transformer_layers_per_block": [
1,
2,
10
],
"up_block_types": [
"CrossAttnUpBlock2D",
"CrossAttnUpBlock2D",
"UpBlock2D"
],
"upcast_attention": false,
"use_linear_projection": true,
"image_ref_processor_config": {
"target": "utils.image_ref_processor.default.NaiveResizeProcessor",
"params": {
"target_image_size": 768,
"resize_mode": "resize",
"crop_min_ratio": 1.0,
"crop_max_ratio": 1.0,
"image_dropout": 0.1
}
},
"image_ref_processor_input_keys": [
"image_ref"
],
"vision_model_config": {
"vision_model_config": {
"target": "models.image_encoder_siglipdino_shallowdeep.ShallowDeepPatchfySiglipDinoEncoder",
"params": {
"siglip_config": {
"backbone_name_or_path": "vit_so400m_patch14_siglip_384",
"image_resize_strategy": "resize-naive",
"default_image_size": 384,
"feature_index": [
25
]
},
"dino_config": {
"backbone_name_or_path": "vit_large_patch14_reg4_dinov2.lvd142m",
"image_resize_strategy": "resize-naive",
"default_image_size": 384,
"feature_index": [
22
]
},
"patchfy_scale": 2,
"default_image_size": 384
}
}
},
"image_prompt_settings": {
"vision_projection_type": "custom",
"vision_projection_config": {
"target": "models.projectors.ProjectorHighResMinAttn",
"params": {
"vision_dim": 2176,
"out_dim": 2048,
"dim_head": 64,
"adaptive_scale": false
}
},
"image_prompt_mode": "naive",
"cross_attention_id": 70
}
}