{ "_class_name": "UNet2DModel", "_diffusers_version": "0.22.0.dev0", "_name_or_path": "cm_edm_imagenet64_ema/unet", "act_fn": "silu", "add_attention": true, "attention_head_dim": 64, "attn_norm_num_groups": 32, "block_out_channels": [ 192, 384, 576, 768 ], "center_input_sample": false, "class_embed_type": null, "down_block_types": [ "ResnetDownsampleBlock2D", "AttnDownBlock2D", "AttnDownBlock2D", "AttnDownBlock2D" ], "downsample_padding": 1, "downsample_type": "resnet", "dropout": 0.1, "flip_sin_to_cos": true, "freq_shift": 0, "in_channels": 3, "layers_per_block": 3, "mid_block_scale_factor": 1, "norm_eps": 1e-05, "norm_num_groups": 32, "num_class_embeds": 1000, "out_channels": 3, "resnet_time_scale_shift": "scale_shift", "sample_size": 64, "time_embedding_type": "positional", "up_block_types": [ "AttnUpBlock2D", "AttnUpBlock2D", "AttnUpBlock2D", "ResnetUpsampleBlock2D" ], "upsample_type": "resnet" }