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
- Add an opt-in DeepEP transport for the AutoEP expert all-to-all
- [REQUEST] OPSD Profile and improve HybridEngine rollout performance
- [REQUEST] Dynamic/Adaptive Prefetching Window for ZeRO-3
- Non-reentrant activation checkpoint CPU offload
- [RFC] Support sharding LM heads and adopting Online Softmax
- [Pipeline] Add Ray-backed stage placement and execution with pluggable transportsFeature/ray pipeline parallelism
- Add logging support for better observability
- fix: add zero-guards for divisor/scale edge cases (#7838)
- Add governance process page to deepspeed.ai
- Feature/zero multi loss separate backward
- Docs
- Python not yet supported