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] DeepSpeedTransformerInference throws kernel execution error.
- [BUG] zero2 and zero3 has different behavior using the same hyperparameter to train a large model
- Does DeepSpeed support OpenFlamingo (or other VL models)?
- [BUG] RuntimeError: 'weight' must be 2-D when two models are used
- [BUG] Unable to initialize DeepSpeed Inference
- [BUG] Multi-computer training is slower than single-computer training
- Refactor the injection to accept policy when using kernels
- [BUG] RuntimeError: element 0 of tensors does not require grad and does not have a grad_fn
- [BUG] How to checkpoint optimiser states to resume fine-tuning at a later stage?
- [REQUEST] FlashAttention support for LLM inference
- Docs
- Python not yet supported