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] An example of Hybird Parallelism
- parallel build no longer works
- [REQUEST] Add more device-agnostic compression algorithms
- [REQUEST] How to quantize and preshard the bloomz 176b model?
- [BUG] [0.8.1] INT8 model loading/inference issue
- [REQUEST] ZeRO stage 3 support for mixture-of-experts (MoE) layer
- [BUG] Fail to inference with 8bit quantized bloom-3b model, shape mismatch error
- [BUG]There is a problem with asynchronous communication in zero stage2
- [REQUEST] Support Frameworks Other than PyTorch
- [DeepSpeed Inference] `init_inference()` fails for `diffusers` with the latest stable versions
- Docs
- Python not yet supported