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] inference generate raises ValueError
- [BUG] in `runtime/zero/partitioned_param_coordinator.py` -- Parameter not in `self.__inflight_param_registry` but has ds_status = `ZeroParamStatus.INFLIGHT`
- Update names of CPU Adam/Adagrad/Lion params to better match torch/GPU ops.
- [BUG] CompiledModuleWrapper causing issues with checkpoints and pipeline module
- [BUG]pipeline/zero1 don't support layers less than 3 in first stage
- [BUG]binascii.Error: Incorrect padding
- Change in checkpoint sizes?
- fix dist attn reshape error
- [BUG] how to parse the parameters of the respective section using hydra and argparse?
- On the training problem of mixed-precision fp16
- Docs
- Python not yet supported