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AsyncDiff

For more information, please visit the original repository.

Breaking Changes:

  • Manual init of distributed environment
  • Requires an additional pipeline_type argument (to set pipe_id)
  • Changed time_shift argument from boolean to integer

Other Changes:

  • Allow stride > 2
  • Support FLUX.1
  • Support Z-Image
  • Add cached_step argument (e.g. 4 cached_step = skips every 4th step by reusing cached result)

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[NeurIPS 2024] AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising

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