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] Checkpoint error in Text Generation for GPT
- [REQUEST] being able to initialize stages 1, 2 engine w/ `optimizer=None`
- [REQUEST] Saving or Exporting `InferenceEngine`s to support model scaling in production
- [BUG] RuntimeError: Ninja is required to load C++ extensions
- [BUG] KeyError: 'LOCAL_RANK'
- On Memory Consumption for Prefix Tuning
- BERT-Large can't fit in VRAM 16G,RAM 64G
- [REQUEST] Any plan to refactor those huge classes?
- [BUG] Sparse Attention with block sizes < 16
- [REQUEST] Sparse Attention FP32 support
- Docs
- Python not yet supported