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
- 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?
- Resolve hard dependency on MOE for contiguous_gradients on stage 1
- [BUG] MoE using too much RAM
- Extend DeepSpeed inference initialization API with a 'quantize_groups' argument
- [BUG]Single node single GPU work well but single node multi gpu hangs on
- Docs
- Python not yet supported