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] deepspeed gets re-initialized 4x, causing CPU RAM to blow up and OOM using c10d/flyte
- [BUG] Batch inference DDP + zero stage 3 = inference code hangs
- [REQUEST] Is there any plan to support deepseek v3's MOE structure
- [bugfix] update results of state_dict loading, embedding resizing to secondary partitions (hpz)
- safe_get_full_grad & safe_set_full_grad
- AttributeError: partially initialized module 'deepspeed' has no attribute 'init_inference'
- [BUG] OOM when train 70B models using deepspeed 0.16.4
- [Draft] Add support for seq split in Domino
- [REQUEST] An option for SUM gradient allreduce instead of MEAN
- Deepspeed on Power with CPU Acclerator and AuToTP
- Docs
- Python not yet supported