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Refactor 2-cfg conditioning + better img-cfg defaults + support for DiT edit models#929

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@stduhpfstduhpf commentedOct 31, 2025
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This helps make Inpaint or Pix2Pix models work nicely out of the box with cfg !=1 and unset img-cfg. The current implementation sets img_cfg = txt_cfg by default, but most inpaint/p2p models work best with img_cfg near 1.0, regardless of the txt_cfg value.

Should not affect the behavior of any other (non image conditionned) models hopefully.

While I'm at it, I added support for img-cfg in Flux Kontext and Qwen Image Edit models. It seems to have somewhat of an effect, though these models work just fine without it (especiallly Flux which doesn't handle any kind of cfg very well)

Also optimized sampling when txt_cfg==0. (Prompt is still processed in vain, but at least it's not used during sampling anymore)

@stduhpfstduhpf marked this pull request as draftOctober 31, 2025 19:42
@stduhpfstduhpf marked this pull request as ready for reviewOctober 31, 2025 21:29
@stduhpfstduhpf marked this pull request as draftNovember 1, 2025 16:05
@stduhpfstduhpf marked this pull request as ready for reviewNovember 1, 2025 16:26
@stduhpfstduhpf changed the titleRefactor 2-cfg conditioning + better img-cfg defaultsRefactor 2-cfg conditioning + better img-cfg defaults + support for DiT edit modelsNov 1, 2025
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