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
- Need to move from -std=c++17 to -std=c++20.
- Add adaptive gather-buffer pooling for DeepCompile ZeRO-3
- Split DeepCompile ZeRO-3 memory scheduler
- Update versions of steps in workflows
- Update pytest version per latest dependabot
- ZeRO-2 + bf16 silently computes incorrect gradients at multi-rank when a submodule is used more than once per step, a regression from #7665, still present in 0.19.3
- [RFC] Universal checkpoint: non-semantic per-parameter geometric shard map
- Cleanup: remove tp_shard process-wide scalar globals (num_kv_heads / tp_grain_size / ...), thread explicitly
- Return a copy from OnebitLamb.get_lamb_coeffs
- Add configurable sum gradient reduction
- Docs
- Python not yet supported