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
- Workflow for AutoTP
- [BUG] DeepSpeed Hybrid Engine Does not Work for Mistral-7B
- Grad parameters are None with bigger autograd graphs
- Support Triton 2.2+
- [BUG] Step 3 with ZeRO=3 see error: RuntimeError: CUDA error: an illegal memory access was encountered
- [feat] Add Aim monitor
- [BUG]deepspeed zero3 gets error in dist.get_rank() in multiple node and multiple gpu
- [BUG] Running DDP with transformers integrated deepspeed get a deadlock (long time no response) when training model.
- Get full gradients in Deepspeed 0.6.0
- [BUG] DeepSpeed Zero3 Inference behavior error when model.train() mode
- Docs
- Python not yet supported