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docs: v3.1.2 changelog
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docs/changelogs/v3.1.2.md

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## Change Log
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### Feature
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* Implement `AdEMAMix` optimizer. (#272)
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* [THE ADEMAMIX OPTIMIZER: BETTER, FASTER, OLDER](https://arxiv.org/pdf/2409.03137)
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### Bug
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* Add `**kwargs` to the parameters for dummy placeholder. (#270, #271)

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