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] Using and Building DeepSpeedCPUAdam
- [BUG] Fail to Resume From Checkpoint with Different GPU Number(Huggingface Trainer + Deepspeed)
- [BUG] Zero2 offload overflow
- [BUG] grad_norm and loss is nan when deepspeed==0.13.5 but ok with deepspeed==0.10.2
- Workflow for AutoTP
- [BUG] Deepspeed Zero 3 Inference InFlight Params with new HuggingFace Mixtral Model
- [BUG] zero2 and zero3 has different behavior using the same hyperparameter to train a large model
- [BUG] Very strange error while running LLaMa-2 with DeepSpeed-Chat
- [BUG] Fused Adam optimizer requires more memory than unfused optimizer
- Add FALCON-40B Inference-Kernel Support
- Docs
- Python not yet supported