docs: v3.1.2 changelog

kozistr · Sep 10, 2024 · ec59f47 · ec59f47
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 ## Change Log
 
+### Feature
+
+* Implement `AdEMAMix` optimizer. (#272)
+    * [THE ADEMAMIX OPTIMIZER: BETTER, FASTER, OLDER](https://arxiv.org/pdf/2409.03137) 
+
 ### Bug
 
 * Add `**kwargs` to the parameters for dummy placeholder. (#270, #271)