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] Inferencev2 Mistral problems
- [BUG]zero2/3 stage training nccl error for deepspeed version > 0.9.5
- [BUG]Multinode train: node1 OOM but node2 still calculating, but without generating any checkpoint or gaining steps
- Support torch.compile
- [BUG] The inaccurate flop results after several rounds for model's inference
- [BUG] Cannot run deepspeed in containers
- [BUG]RuntimeError: the new group's world size should be less or equal to the world size set by init_process_group
- Workflow for AutoTP
- [BUG] DeepSpeed Hybrid Engine Does not Work for Mistral-7B
- Grad parameters are None with bigger autograd graphs
- Docs
- Python not yet supported