deepspeed
https://github.com/microsoft/deepspeed
Python
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
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- Issues
- [BUG] Errors when running with Microsoft Phi models
- [BUG] reduce scatter cannot be overlap when using zero
- [BUG] Differences between training result using zero-2 and zero-3
- [REQUEST] parameter sharding, gradient sharding, and optimizer state sharding with various sharding factors like Zero++
- RuntimeError: You can't move a model that has some modules offloaded to cpu or disk.
- [BUG] `deepspeed.zero.Init` leaks
- The sequence length is not divisible by Sequence Parallel World Size
- [REQUEST] detect opbuilder list at launch time
- [BUG] stage3 cost more gpu vram than stage 2,why?
- How to support topk>2 (topk=6 is needed in our experiment) in MoE model?
- Docs
- Python not yet supported