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]output tensor must have the same type as input tensor in PPO training script of TRL
- [Draft][Demo] auto tp training
- [BUG] Can't pickle local object 'instrument_w_nvtx.<locals>.wrapped_fn'
- [BUG] Multi-gpu training is much lower than single gpu (due to additional processes?)
- [REQUEST]I do not understand the meaning of ' reduction ' in the ZERO++ paper.
- Why not save frozen params unless: `self.zero_optimization_stage() >= ZeroStageEnum.gradients`?
- [Q&A] Why Deepspeed Ulysses could support long sequence length?
- enable phi2 autotp
- [BUG] (flops_profiler) Duplicate registration check for start_time_hook is not working
- [BUG: Whisper model pipeline parallel training] logits and ground truth size mismatch during loss calculation
- Docs
- Python not yet supported