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{
"_class_name": "NestedUNet2DConditionModel",
"_diffusers_version": "0.31.0.dev0",
"act_fn": "silu",
"addition_embed_type": "matryoshka",
"addition_embed_type_num_heads": 64,
"addition_time_embed_dim": null,
"attention_head_dim": 8,
"attention_pre_only": false,
"attention_type": "default",
"block_out_channels": [
64,
128,
256
],
"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",
"DownBlock2D",
"DownBlock2D"
],
"downsample_padding": 1,
"dropout": 0.0,
"dual_cross_attention": false,
"encoder_hid_dim": null,
"encoder_hid_dim_type": null,
"flip_sin_to_cos": false,
"freq_shift": 0,
"in_channels": 3,
"initialize_inner_with_pretrained": null,
"inner_config": {
"addition_embed_type": "matryoshka",
"block_out_channels": [
256,
512,
768
],
"cross_attention_dim": 2048,
"down_block_types": [
"DownBlock2D",
"CrossAttnDownBlock2D",
"CrossAttnDownBlock2D"
],
"encoder_hid_dim": 2048,
"encoder_hid_dim_type": "text_proj",
"flip_sin_to_cos": false,
"in_channels": 3,
"layers_per_block": [
2,
2,
2
],
"masked_cross_attention": false,
"micro_conditioning_scale": 64,
"mid_block_type": "UNetMidBlock2DCrossAttn",
"nesting": true,
"out_channels": 3,
"resnet_time_scale_shift": "scale_shift",
"transformer_layers_per_block": [
0,
1,
5
],
"up_block_types": [
"CrossAttnUpBlock2D",
"CrossAttnUpBlock2D",
"UpBlock2D"
],
"use_attention_ffn": true
},
"is_temporal": null,
"layers_per_block": [
2,
2,
1
],
"masked_cross_attention": true,
"micro_conditioning_scale": 256,
"mid_block_only_cross_attention": null,
"mid_block_scale_factor": 1,
"mid_block_type": null,
"nesting": false,
"norm_eps": 1e-05,
"norm_num_groups": 32,
"norm_type": "layer_norm",
"num_attention_heads": null,
"num_class_embeds": null,
"only_cross_attention": false,
"out_channels": 3,
"projection_class_embeddings_input_dim": null,
"resnet_out_scale_factor": 1.0,
"resnet_skip_time_act": false,
"resnet_time_scale_shift": "scale_shift",
"reverse_transformer_layers_per_block": null,
"sample_size": 256,
"skip_cond_emb": false,
"skip_inner_unet_input": false,
"skip_normalization": true,
"temporal_mode": false,
"temporal_spatial_ds": false,
"time_cond_proj_dim": null,
"time_embedding_act_fn": null,
"time_embedding_dim": 1024,
"time_embedding_type": "positional",
"timestep_post_act": null,
"transformer_layers_per_block": [
0,
0,
0
],
"up_block_types": [
"UpBlock2D",
"UpBlock2D",
"UpBlock2D"
],
"upcast_attention": false,
"use_attention_ffn": false,
"use_linear_projection": false
}