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
- SageMaker config stopped working in Accelerate version 0.29+
- Does Accelerate support tensor parallelism?
- Multiple processes on CPUs
- 4-bit quantization cannot load weights to meta device for bias terms of the linear layer: NotImplementedError: Cannot copy out of meta tensor; no data!
- 4-bit quantization meta device bias loading bug: fixes #2742
- Potential Bug with split_between_processes
- Is it possible to checkpoint scalar value?
- handle weight sharing with init_on_device
- [Feature Request] Allows registering custom trackers to internal tracker type registry
- The logic of some methods is too complex
- Docs
- Python not yet supported