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] AttributeError: 'NoneType' object has no attribute 'swap_folder'
- Use default value of initial_scale_power if FP16 scaling params not provided
- [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
- Support Triton 2.2+
- [BUG] Step 3 with ZeRO=3 see error: RuntimeError: CUDA error: an illegal memory access was encountered
- Docs
- Python not yet supported