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
- [AutoTP] Add optional Liger vocabulary-parallel cross entropy
- Fix FPDT loss layout for batch-first masks
- Fix checkpoint layer partitioning for uneven pipeline stages
- Count examples in structured DataAnalyzer batches
- [BUG] AutoTP checkpoint load raises AttributeError on a model containing nn.InstanceNorm1d
- Count PackedSequence cell steps in the flops profiler RNN hook
- Count the operator spelling of add and mul in the flops profiler
- Preserve non-floating buffers in ZeRO checkpoint conversion
- Skip unused parameters in ZenFlow ZeRO-1/2 updates
- docs: document PyTorch fused AdamW opt-in
- Docs
- Python not yet supported