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] Deepspeed zero3 error in loading pretrained model by transformers.LlamaForCausalLM.from_pretrained function.
- Set tp to 1 when MPU is None for bf16 optimizer
- [BUG] : Inconsistent results on model save and load using stage 3
- [REQUEST] LOMO Low Memory Optimization
- Variable batch size and LR scheduler
- [BUG]
- [BUG] grad_norm and loss is nan when deepspeed==0.13.5 but ok with deepspeed==0.10.2
- OOM while llama2-70B SFT
- Fintune part of a whole embeding parameters.
- [BUG]deepspeed+llama factory realizes the case of connection interruption in single multi-card fine-tuning and the need for amazing video memory
- Docs
- Python not yet supported