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
- add bfloat16 to inference support dtypes
- nv-nightly CI test failure
- [BUG] error :past_key, past_value = layer_past,how to solve this ?
- [BUG] RuntimeError: Error building extension 'inference_core_ops'
- [REQUEST] ZeRO3 doc - support for wrapping model sub-components seperately for training
- [BUG] Universal checkpointing doesn't work when changing model parallel size (pp and dp change are ok)
- [BUG] Config mesh_device None
- Handle when `backend` is also in compile_kwargs
- [BUG] `GatheredParameters` resulting in NCCL mismatched collectives error
- add option to disable logger while compiling to avoid graph breaks
- Docs
- Python not yet supported