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] ZeRO++ sharding small parameter raise IndexError
- [BUG] RuntimeError: Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cuda:1!
- modify_load_save_model
- [REQUEST] Is there any demo or tutorial for Deepspeed pipeline inference?
- [BUG] Non-Deterministic Model Responses when the Input Prompt Order Changes
- [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
- Docs
- Python not yet supported