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
- [Question] DeepSpeed + HuggingFace Trainer Displays a File After Successful Execution. How to Disable it?
- [BUG] Unused params lead to "still have inflight params" error
- Fix for lm head weights for models such as llama
- llama with HE
- [BUG] apply_tensor_parallelism() is not executed in Zero3 without self.mpu
- [QUESTION] How to manually do states partition and all-gather communication during training
- Fix module parameter replacement for HybridEngine
- Update Sparse attention to use latest triton/tl.dot
- [BUG] Optimizer calculation seems to run on GPU although I set CPU optimizer options
- [BUG] Assertion error with HF gradient checkpointing option (param already assigned swap buffer)
- Docs
- Python not yet supported