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
- Deepspeed zero3 memory leak with rlhf [BUG]
- Suspected memory leak during zero3 training. oom eventually after several checkpoint
- [REQUEST] Allow pre-sharding of models using a single process
- [BUG] DeepSpeedEngine did not gather parameters automatically when doing forward() with zero-3 enabled
- Fix optimizer saving with BF16 + PP + ZeRO-1
- [REQUEST] HF generate() enabling when training with pipeline
- [REQUEST] Is there any example or demo to train trillion parameter model using DeepSpeed Zero3
- [BUG][during training]AttributeError: 'DeepSpeedCPUAdam' object has no attribute 'ds_opt_adam'
- [BUG] MOQ Compression not work with ZeRO
- DeepSpeed 2 GPU slower than 1 GPU. PyTorch DDP - much faster. Why?
- Docs
- Python not yet supported