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[docs] Using diffusion pipelines - #14805

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stevhliu:using-diffusion-pipelines
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stevhliu wants to merge 3 commits into
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stevhliu:using-diffusion-pipelines

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@stevhliu

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Updates the Using diffusion pipelines section:

  • reorder the guides so they match how Diffusers is used (loading and using pipelines/models → choose format → schedulers → prompting → reproducibility → customize behavior with callbacks → share)
  • better docs on using from_pipe to switch tasks
  • added a section for GGUF file formats
  • added a section on classic CFG vs true_cfg_scale/distilled guidance for classic and modern pipelines
  • better clarification where appropriate for standard pipelines vs modular pipelines
  • fix some code snippets that would've loaded the wrong class or misuse device_map and dtype, pick clearer modern defaults, more consistent voice and prose

@github-actions github-actions Bot added documentation Improvements or additions to documentation size/L PR with diff > 200 LOC labels Sep 17, 2026
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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

@sayakpaul sayakpaul left a comment

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Very nice!

@stevhliu

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a question is whether its worth keeping some of these sections below that's related to the older checkpoints. maybe @asomoza can also weigh in here on whether or not these checkpoints, like stable diffusion, still get much usage

@stevhliu
stevhliu force-pushed the using-diffusion-pipelines branch from a944d0a to 75be5ea Compare September 18, 2026 18:09
@sayakpaul

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a question is whether its worth keeping some of these sections below that's related to the older checkpoints

I think we could still keep them since these older techniques still seem to be used in the community, particularly callbacks. Maybe we could group the others and move to a section called "Older techniques" and keep it collapsed?

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