vllm_omni.diffusion.models.ming_image.transformer ¶

Ming-Image adapter for the shared Z-Image transformer.

MingImageTransformer2DModel ¶

Runtime adapter for vendor DiffusionTransformer checkpoints.

This adapter reuses the shared Z-Image DiT and injects Ming-specific request conditions.

forward(
    x: list[Tensor],
    t,
    cap_feats: list[Tensor],
    patch_size=2,
    f_patch_size=1,
)