{ "_class_name": "UNet3DConditionModel", "_diffusers_version": "0.18.2", "act_fn": "silu", "attention_head_dim": 8, "block_out_channels": [ 320, 640, 1280, 1280 ], "center_input_sample": false, "class_embed_type": null, "cross_attention_dim": 768, "down_block_types": [ "CrossAttnDownBlock3D", "CrossAttnDownBlock3D", "CrossAttnDownBlock3D", "DownBlock3D" ], "downsample_padding": 1, "dual_cross_attention": false, "flip_sin_to_cos": true, "freq_shift": 0, "in_channels": 4, "layers_per_block": 2, "mid_block_scale_factor": 1, "mid_block_type": "UNetMidBlock3DCrossAttn", "motion_module_decoder_only": false, "motion_module_kwargs": { "attention_block_types": [ "Temporal_Self", "Temporal_Self" ], "num_attention_heads": 8, "num_transformer_block": 1, "temporal_attention_dim_div": 1, "temporal_position_encoding": true, "temporal_position_encoding_max_len": 24 }, "motion_module_mid_block": false, "motion_module_resolutions": [ 1, 2, 4, 8 ], "motion_module_type": "Vanilla", "norm_eps": 1e-05, "norm_num_groups": 32, "num_class_embeds": null, "only_cross_attention": false, "out_channels": 4, "resnet_time_scale_shift": "default", "sample_size": 64, "unet_use_cross_frame_attention": false, "unet_use_temporal_attention": false, "up_block_types": [ "UpBlock3D", "CrossAttnUpBlock3D", "CrossAttnUpBlock3D", "CrossAttnUpBlock3D" ], "upcast_attention": false, "use_linear_projection": false, "use_motion_module": true }