{ "_class_name": "SparseControlNetModel", "_diffusers_version": "0.30.0.dev0", "act_fn": "silu", "addition_embed_type": null, "addition_embed_type_num_heads": 64, "addition_time_embed_dim": null, "attention_head_dim": 8, "block_out_channels": [ 320, 640, 1280, 1280 ], "class_embed_type": null, "concat_conditioning_mask": true, "conditioning_channels": 3, "conditioning_embedding_out_channels": [ 16, 32, 96, 256 ], "controlnet_conditioning_channel_order": "rgb", "cross_attention_dim": 768, "down_block_types": [ "CrossAttnDownBlockMotion", "CrossAttnDownBlockMotion", "CrossAttnDownBlockMotion", "DownBlockMotion" ], "downsample_padding": 1, "encoder_hid_dim": null, "encoder_hid_dim_type": null, "flip_sin_to_cos": true, "freq_shift": 0, "global_pool_conditions": false, "in_channels": 4, "layers_per_block": 2, "mid_block_scale_factor": 1, "motion_max_seq_length": 32, "motion_num_attention_heads": 8, "norm_eps": 1e-05, "norm_num_groups": 32, "num_attention_heads": null, "num_class_embeds": null, "only_cross_attention": false, "projection_class_embeddings_input_dim": null, "resnet_time_scale_shift": "default", "temporal_transformer_layers_per_block": 1, "transformer_layers_per_block": 1, "transformer_layers_per_mid_block": null, "upcast_attention": false, "use_linear_projection": false, "use_simplified_condition_embedding": false }