docs: v3.2.0 changelog

kozistr · Sep 23, 2024 · 02a135b · 02a135b
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 * Implement `SOAP` optimizer. (#275)
     * [SOAP: Improving and Stabilizing Shampoo using Adam](https://arxiv.org/abs/2409.11321) 
+* Support `AdEMAMix` variants. (#276)
+    * `bnb_ademamix8bit`, `bnb_ademamix32bit`, `bnb_paged_ademamix8bit`, `bnb_paged_ademamix32bit`