{ "_class_name": "UNet3DConditionModel", "_diffusers_version": "0.24.0.dev0", "_name_or_path": "/cfs-datasets/users/anchorxia/proj/musev/outputs/20231219_m=AnivV2_visnoise=1_referencenet_downblock_ipadapter/checkpoints/checkpoint-50000", "act_fn": "silu", "attention_head_dim": 8, "block_out_channels": [ 320, 640, 1280, 1280 ], "center_input_sample": false, "class_embed_type": null, "class_embeddings_concat": false, "conv_in_kernel": 3, "conv_out_kernel": 3, "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, "ip_adapter_cross_attn": true, "keep_vision_condtion": true, "layers_per_block": 2, "mid_block_scale_factor": 1, "mid_block_type": "UNetMidBlock3DCrossAttn", "need_adain_temporal_cond": true, "need_refer_emb": true, "need_spatial_position_emb": false, "need_t2i_ip_adapter": true, "need_transformer_in": false, "need_zero_vis_cond_temb": true, "norm_eps": 1e-05, "norm_num_groups": 32, "norm_spatial_length": true, "num_class_embeds": null, "only_cross_attention": false, "out_channels": 4, "projection_class_embeddings_input_dim": null, "resnet_2d_skip_time_act": true, "resnet_time_scale_shift": "default", "sample_size": 64, "spatial_max_length": 2048, "t2i_crossattn_ip_adapter_attn_processor": "T2IReferencenetIPAdapterXFormersAttnProcessor", "t2i_ip_adapter_attn_processor": "NonParamReferenceIPXFormersAttnProcessor", "temporal_conv_block": "TemporalConvLayer", "temporal_transformer": "TransformerTemporalModel", "time_cond_proj_dim": null, "time_embedding_type": "positional", "timestep_post_act": null, "up_block_types": [ "UpBlock3D", "CrossAttnUpBlock3D", "CrossAttnUpBlock3D", "CrossAttnUpBlock3D" ], "upcast_attention": false, "use_anivv1_cfg": true, "use_linear_projection": false }