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
- Data Loading for DeepSpeed Ulysses and Data Parallelism
- [BUG] Does deepspeed work with torch amp autocast?
- [BUG]I found that the parameters of model will be fully transferred to the VRAM of each process. Is this abnormal in my understanding?
- RuntimeError: Error(s) in loading state_dict
- [BUG] The specified pointer resides on host memory and is not registered with any CUDA device.
- [BUG] Cannot replace pytorch.checkpoint with deepspeed.runtime.activation_checkpointing.checkpointing in accelerate
- [BUG] Code blocking when training on multi-nodes using DS-Chat.
- [BUG] deepspeed overlap_comm data race
- [REQUEST] DeepSpeed-Ulysses with the Pure Deepspeed Zero
- [Question]how to run the mixtral inference in multi-node?
- Docs
- Python not yet supported