[Feature] Add Cosmos2 i2v pipeline #837
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| _class_name: str = "AutoencoderKLWan" | ||
| _diffusers_version: str = "0.34.0.dev0" | ||
| _name_or_path: str = "" |
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These fields should be pop/removed in the loader so can be removed. You can refer to how wan's vae config is defined
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| def __post_init__(self): | ||
| self.blend_num_frames = (self.tile_sample_min_num_frames - | ||
| self.tile_sample_stride_num_frames) * 2 No newline at end of file |
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| @dataclass | ||
| class CosmosVideoConfigFixed(CosmosVideoConfig): |
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Why is this needed?
| class CosmosVideoConfigFixed(CosmosVideoConfig): | ||
| """Fixed Cosmos Video Config that matches original Cosmos2 Video2World configuration.""" | ||
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| def update_model_arch(self, config: dict) -> None: |
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Did you align against diffusers or original cosmos?
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| @dataclass | ||
| class CosmosTeaCacheParams(CacheParams): |
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This can be removed for now, but you should add a default for cosmos sampling params. Refer to wan
| if self.has_weight: | ||
| self.weight = nn.Parameter(self.weight) | ||
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| def forward(self, hidden_states: torch.Tensor) -> torch.Tensor: |
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can you change this to forward_diffusers?
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TODO: