{ "_class_name": "ControlNetModel", "_diffusers_version": "0.26.1", "act_fn": "silu", "attention_head_dim": 64, "block_out_channels": [ 320, 640, 1280, 1280 ], "class_embed_type": null, "conditioning_embedding_out_channels": [ 32, 96, 256, 512 ], "controlnet_conditioning_channel_order": "rgb", "cross_attention_dim": 1024, "down_block_types": [ "CrossAttnDownBlock3D", "CrossAttnDownBlock3D", "CrossAttnDownBlock3D", "DownBlock3D" ], "downsample_controlnet_cond": true, "downsample_padding": 1, "flip_sin_to_cos": true, "frame_expansion": "none", "freq_shift": 0, "global_pool_conditions": false, "in_channels": 4, "layers_per_block": 2, "merging_mode": "addition", "mid_block_scale_factor": 1, "norm_eps": 1e-05, "norm_num_groups": 32, "num_class_embeds": null, "num_frames": 8, "num_frames_conditioning": 8, "num_tranformers": 1, "only_cross_attention": false, "projection_class_embeddings_input_dim": null, "resnet_time_scale_shift": "default", "upcast_attention": false, "use_controlnet_mask": false, "use_image_embedding": false, "use_image_encoder_normalization": false, "use_image_tokens": false, "use_linear_projection": false, "use_repeat_context_img": true, "zero_conv_mode": "Identity" }