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# EntropyBoundScheduler

The `EntropyBoundScheduler` commits the lowest-entropy positions whose joint entropy stays under `entropy_bound`, so
roughly independent tokens are accepted together and the rest are renoised. It anneals its sampling temperature from
`t_max` on the first step down to `t_min` on the last, matching the released checkpoint's sampler. Proposed in
[Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking](https://huggingface.co/papers/2505.24857).

This scheduler is used by [`DiffusionGemmaPipeline`].

## EntropyBoundScheduler
[[autodoc]] EntropyBoundScheduler

## EntropyBoundSchedulerOutput
[[autodoc]] schedulers.scheduling_entropy_bound.EntropyBoundSchedulerOutput