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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Help out
- Issues
- [BUG] ValueError: `.to` is not supported for `4-bit` or `8-bit` models. Please use the model as it is, since the model has already been set to the correct devices and casted to the correct `dtype`.
- [BUG] Memory leak during autograd backwards
- [BUG] access the gradient while tranining
- [BUG] Errors when running with Microsoft Phi models
- [BUG] reduce scatter cannot be overlap when using zero
- Compilation Errors with DeepSpeed on Multi-GPU Training Setup
- [BUG] Differences between training result using zero-2 and zero-3
- [BUG]Cannot install deepspeed when cuda is installed by a non-root user
- [REQUEST] parameter sharding, gradient sharding, and optimizer state sharding with various sharding factors like Zero++
- RuntimeError: You can't move a model that has some modules offloaded to cpu or disk.
- Docs
- Python not yet supported