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
- How can we set zero2 not to save the overall weight
- [BUG] mutil optimizer param group
- [BUG] 1bit-Adam is not compatible with ZeRO
- [BUG] Mixtral + QLoRA + zero3 occured error
- [BUG] RuntimeError: Error building extension 'inference_core_ops'
- [BUG] Zero3 mode generates an error of "ValueError: Fan in and fan out can not be computed for tensor with fewer than 2"
- [BUG] In zero3 mode, how to set nn.Linear weight (some parameters can be updated, but some cannot).
- Deep Speed Fast-Gen Multi-LoRA[REQUEST]
- [BUG] Deepspeed zero++ hpz hangs forever
- How to transfer Pre-trained Model Parameters to a New Model Using DeepSpeed MoE API
- Docs
- Python not yet supported