Class WanMotionTensorDatasetWiRefMotionM2M

datasets/video_datasets.py:207–218

Dataset variant for motion-to-motion refinement where text embeddings are unused. Reuses all logic from WanMotionTensorDatasetWiRefMotion but always feeds the null text context instead of loading precomputed embeddings.

class WanMotionTensorDatasetWiRefMotionM2M(WanMotionTensorDatasetWiRefMotion):
    """
    Dataset variant for motion-to-motion refinement where text embeddings are unused.
    Reuses all logic from WanMotionTensorDatasetWiRefMotion but always feeds the
    null text context instead of loading precomputed embeddings.
    """

    def __init__(self, *args, **kwargs):
        super().__init__(*args, **kwargs)

    def _resolve_prompt_embedding(self, data):
        return self.null_context.clone()


class MBenchWiRefMotion(torch.utils.data.Dataset):