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] Extend `offload_states` to support models with cpu-based optimizer
- [REQUEST] Dynamic model offload support ZeRO-3 inference models
- [BUG] MOE: Loading experts parameters error when using expert parallel.
- [BUG] DeepSpeed Ulysses zero3 compatibility
- [BUG] ValueError: Tensors must be contiguous when using deepspeed.initialize
- [TRACKER] Customer support related PR tracker for Intel devices
- Improve consistency of zero_grad
- [REQUEST] A minimal example to load universal checkpoint
- [BUG] Expert gradient scaling problem with ZeRO optimizer
- Enabled configurable auto Tensor Parallelism (TP) for the inference of diverse models
- Docs
- Python not yet supported