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[Docs] initial docs about KarrasDiffusionSchedulers #2349

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williamberman merged 6 commits into from
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[Docs] initial docs about KarrasDiffusionSchedulers #2349

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initial docs about KarrasDiffusionSchedulers
kashif Feb 14, 2023
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kashif Feb 14, 2023
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Update docs/source/en/api/schedulers/overview.mdx
kashif Feb 14, 2023
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do not list the schedulers explicitly
kashif Feb 15, 2023
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Merge branch 'main' into issue-2348
kashif Feb 15, 2023
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4 changes: 4 additions & 0 deletions docs/source/en/api/schedulers/overview.mdx
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Expand Up @@ -83,4 +83,8 @@ The class [`SchedulerOutput`] contains the outputs from any schedulers `step(...

### KarrasDiffusionSchedulers

`KarrasDiffusionSchedulers` encompasses the main generalization of schedulers in Diffusers. The schedulers in this class are distinguished, at a high level, by their noise sampling strategy; the type of network and scaling; and finally the training strategy or how the loss is weighed.

The different schedulers, depending on the type of ODE solver, fall into the above taxonomy and provide a good abstraction for the design of the main schedulers implemented in Diffusers. The schedulers in this class are given below:

[[autodoc]] schedulers.scheduling_utils.KarrasDiffusionSchedulers