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MidU Timestep tests #20

@shahbuland

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@shahbuland

Could be a bug with timestep embeddings for the MidU reward model

  • Currently it is taking only denoised images, in the future we want to try noisy images so that it can give reward for in-progress generations (steering in different stages could help in different ways)
  • Have to walk before we can run so for now just working with purely denoised images
  • Time steps need to reflect that the images are entirely denoised
  • Currently not sure if timestep input is signifying pure signal or pure noise (using a value of 0)
  • Need to get a better dataset to test on
  • To validate the other code is working, will need to get good results on said dataset with CLIP RM model first

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