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
- [BUG] Unable to initialize DeepSpeed Inference
- [BUG] RuntimeError: element 0 of tensors does not require grad and does not have a grad_fn
- [BUG] Very strange error while running LLaMa-2 with DeepSpeed-Chat
- [BUG] `max_in_cpu` seems to be ignored?
- [BUG]exits with return code = -9
- Loading a HF Model in Multiple GPUs and Run Inferences Using deepspeed.init_inference() on those GPUs
- [BUG] Fused Adam optimizer requires more memory than unfused optimizer
- [BUG] Unused params lead to "still have inflight params" error
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- Python not yet supported