Rare find

Autoregressive Diffusion. A tool that generates images one piece at a time, like painting from left to right.

github.com/lucidrains/autoregressive-diffusion-pytorch
by @lucidrains

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Updates

December 2025
  • Release —0.3.0
  • 0.3.0
  • revisit autoregressive flow, but with model predicting clean (x0)
November 2024
  • Release —0.2.8
  • fix
September 2024
  • Release —0.2.7
  • final tweaks to flow version, still not good enough, will try another…
  • Release —0.2.5
  • bring in axial positional embeddings
  • Release —0.2.4
  • allow for training under a bit of noise
  • Release —0.2.3
  • seeing it with autoregressive flow. putting more work into it
  • link to transfusion
  • cite
  • Release —0.2.2
  • just improvise a version with flow matching
  • Release —0.2.1a
  • 0.2.1
  • Release —0.2.1
  • Merge pull request #4 from lucidrains/image-trainer
  • shuffle dimensions around in mlp denoiser and add kv cache
  • should be using mlp width, and default to transformer model dimension…
  • working much better now, cleanup
  • best it can do for now
  • expose the image trainer
  • readme
  • deviate from paper and use EDM from Karras et al.
  • link to official repo
July 2024
  • Release —0.2.0