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vllm_omni.diffusion.models.seedvr2

Native SeedVR2 video restoration.

Modules:

Name Description
config

Operator limits and colour options owned by SeedVR2.

long_video

One asynchronous SeedVR2 request, bounded model windows, one MP4 writer.

nadit

SeedVR2 DiT: window geometry, sequence parallelism, rotary embeddings and NaDiT.

pipeline_seedvr2

SeedVR2 restoration pipeline: input admission, one Euler step and colour transfer.

vae

SeedVR2 causal VAE with temporal tiling and spatial height sharding.