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
- [REQUEST] domino integration to nanotron
- Cleanup ops/transformer/inference tests
- zero-3 cpuadam is so slow
- [BUG] using deepspeed slower inference time
- [QST] MoE auxiliary loss
- [BUG] DeepSpeed accuracy issue for torch.compile if activation checkpoint function not compiler disabled
- Support pure meta model lm_head tp
- [BUG] Enabling drop_tokens in MoE layer causes inference to hang
- [BUG] Getting "SymIntArrayRef expected to contain only concrete integers" error when > 1 GPU
- [Questions] Why Ulysess need all2all for QKV, but RingAttention just need KV under context parallel ?
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- Python not yet supported