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] Concern around mixed precision training where weights are in low precision
- [REQUEST] estimate the memory requirements of LoRA finetune.
- [BUG]DeepSpeed zero3 use more gpu memory than zero2
- [BUG]Killing subprocess exits with return code = 1 after saving one checkpoint
- [BUG]when i use deepspeed to finetune a model, the cuda memory oom because input a 128k data. How can i start training.
- Fix Initial Error in "WarmupCosineLR" scheduler at steps 0 and 1
- [BUG] MegatronMoELayerPolicy not mapped
- ValueError: Only able to place 0 replicas, but 2 replicas were requested.
- Disable torch.nn.init when counting parmeters in initializing PipelineModule
- [REQUEST] Make DeepSpeed FastGen support tokens as input?
- Docs
- Python not yet supported