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] zero2 and zero3 has different behavior using the same hyperparameter to train a large model
- [BUG] Very strange error while running LLaMa-2 with DeepSpeed-Chat
- [BUG] Fused Adam optimizer requires more memory than unfused optimizer
- Add FALCON-40B Inference-Kernel Support
- [BUG] RuntimeError: Tensors must be contiguous error while finetuning with deepspeed.
- [BUG] Incorrect Model Outputs When Using Beam Search
- [Question] How to preshard a model for tensor parallism
- DeepSpeed still gives CUDA-out-of-memory issue
- [BUG] Recommended way to implement EMA
- DeepSpeed initialization with GNN-like model
- Docs
- Python not yet supported