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] ZeRO-3 gradient partitioning issue
- Backward time grows linearly to the number of to zero3_consolidated_16bit_state_dict called
- Disable compile for Z3 hook function
- Request for Mixtral 8X7B inference with DP+EP+TP
- [REQUEST] how can we use deepspeed-ulysess in hugginface transformers?
- [BUG]Failed to call forward() multiple times using deepspeed zero3
- [BUG] Failed for using cpu for pipeline based training across multiple machines (2 machines actually)
- [REQUEST] build prebuilt wheels
- [REQUEST]Support Galore
- [BUG] Concern around mixed precision training where weights are in low precision
- Docs
- Python not yet supported