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{
  "model_type": "diffusion_cond",
  "sample_size": 483328,
  "sample_rate": 44100,
  "video_fps": 5,
  "audio_channels": 2,
  "model": {
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      "config": {
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          "config": {
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            "c_mults": [
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              8,
              16
            ],
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              4,
              8,
              8
            ],
            "latent_dim": 128,
            "use_snake": true
          }
        },
        "decoder": {
          "type": "oobleck",
          "config": {
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            "c_mults": [
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              4,
              8,
              16
            ],
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              8,
              8
            ],
            "latent_dim": 64,
            "use_snake": true,
            "final_tanh": false
          }
        },
        "bottleneck": {
          "type": "vae"
        },
        "latent_dim": 64,
        "downsampling_ratio": 2048,
        "io_channels": 2
      }
    },
    "conditioning": {
      "configs": [
        {
          "id": "video_prompt",
          "type": "clip-with-sync-w-empty-feat",
          "config": {
            "clip_model_name": "openai/clip-vit-base-patch32"
          }
        },
        {
          "id": "text_prompt",
          "type": "t5",
          "config": {
            "t5_model_name": "t5-base",
            "max_length": 128
          }
        },
        {
          "id": "audio_prompt",
          "type": "audio_autoencoder_v2",
          "config": {
            "sample_rate": 44100,
            "pretransform_config": {
              "type": "autoencoder",
              "iterate_batch": true,
              "config": {
                "encoder": {
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                  "requires_grad": false,
                  "config": {
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                    "channels": 128,
                    "c_mults": [
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                    ],
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                    ],
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                    "use_snake": true
                  }
                },
                "decoder": {
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                  "config": {
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                    "channels": 128,
                    "c_mults": [
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                      4,
                      8,
                      16
                    ],
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                      4,
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                      8
                    ],
                    "latent_dim": 64,
                    "use_snake": true,
                    "final_tanh": false
                  }
                },
                "bottleneck": {
                  "type": "vae"
                },
                "latent_dim": 64,
                "downsampling_ratio": 2048,
                "io_channels": 2
              }
            },
            "pretransform_ckpt_path": "./model/VAE.ckpt",
            "latent_seq_len": 50,
            "mask_ratio_start": 0,
            "mask_ratio_end": 0
          }
        }
      ],
      "cond_dim": 768
    },
    "diffusion": {
      "cross_attention_cond_ids": [
        "video_prompt",
        "text_prompt",
        "audio_prompt"
      ],
      "global_cond_ids": [],
      "type": "mmdit",
      "gate": true,
      "gate_type": "MAF",
      "gate_type_config": {
        "num_experts_per_modality": 16,
        "num_heads": 6,
        "num_fusion_layers": 2
      },
      "config": {
        "io_channels": 64,
        "embed_dim": 384,
        "depth": 4,
        "num_heads": 6,
        "cond_token_dim": 768,
        "global_cond_dim": 768,
        "project_cond_tokens": false,
        "transformer_type": "continuous_transformer",
        "video_fps": 5
      }
    },
    "io_channels": 64
  }
}