accelerate
https://github.com/huggingface/accelerate
Python
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
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- Issues
- Error while trying to fine-tune using FSDP on a TPU
- Fix broken PiPPy IR and PipelineStage imports
- Support saving and loading of step while saving and loading state
- Accelerate FSDP RuntimeError: Tensors of the same index must be on the same device and the same dtype
- How to specify the backend of Trainer
- Cuda Out of memory while loading PEFT weights using accelerate on multi gpu
- Accelerate 0.30.0 Breaks FSDP QLora
- Performance on single GPU is much better than on Multi-GPUs
- Duplicate elements in `split_between_processes`
- PicklingError: Can't pickle <function Embedding.forward at XXXXXXX> it's not the same object as torch.nn.modules.sparse.Embedding.forward
- Docs
- Python not yet supported