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Use Diffusers 0.30.0 / Enable offline single file model loading #6740

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Use Diffusers 0.30.0 / Enable offline single file model loading #6740

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lstein
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@lstein lstein commented Aug 14, 2024 •
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Summary

This PR bumps diffusers to v0.30.0 and reenables the ability to load main checkpoint models without a connection to the internet.

Related Issues / Discussions

Closes #6623.

QA Instructions

  1. Test generation with sd-1, sd-2 and sdxl models.
  2. Test controlnet guidance
  3. Test ti-adapter guidance
  4. Test ip-adapter guidance
  5. Test model loading when internet not connected.

Merge Plan

Given that this introduces the two regressions noted above, we should discuss whether to merge now or wait until the issue is fixed in diffusers.

Checklist

  • The PR has a short but descriptive title, suitable for a changelog
  • Tests added / updated (if applicable)
  • Documentation added / updated (if applicable)

@github-actions github-actions bot added python PRs that change python files Root backend PRs that change backend files python-deps PRs that change python dependencies labels Aug 14, 2024
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Link to the diffusers issue for reference: huggingface/diffusers#9171

@lstein lstein changed the title Use Diffusers 0.30.0 Use Diffusers 0.30.0 / Enable offline single file model loading Aug 17, 2024
@lstein lstein marked this pull request as draft August 17, 2024 18:59
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lstein commented Aug 17, 2024 •
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The issue with v_prediction vs epsilon has been worked-around.
The issue with unconvertible sd 1.5 controlnets has been worked-around.
Loading of SDXL controlnet single files still does not work.

@lstein lstein marked this pull request as ready for review August 17, 2024 20:02
@psychedelicious psychedelicious mentioned this pull request Aug 20, 2024
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@lstein lstein mentioned this pull request Sep 4, 2024
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[bug]: Image generation fails with a server error when starting InvokeAI offline.
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