Unverified Commit b724a77e authored by anj-s's avatar anj-s Committed by GitHub
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Update README.md

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## What's New:
* November 2021 [fairscale 0.4.3 was released](https://github.com/facebookresearch/fairscale/releases/tag/v0.4.3).
* We have experimental support for offloading params to disk when using the FSDP API for evaluation workloads.
* We have an experimental layer that fuses multiple layers together to support large vocab size trainings.
* November 2021 [fairscale 0.4.2 was released](https://github.com/facebookresearch/fairscale/releases/tag/v0.4.2).
* We have a new experimental API called the LayerwiseMemoryTracker to help track, visualize and suggest fixes for memory issues occurring during the forward/backward pass of your models.
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