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
- Accelerate 0.30.0 Breaks FSDP QLora
- Performance on single GPU is much better than on Multi-GPUs
- PicklingError: Can't pickle <function Embedding.forward at XXXXXXX> it's not the same object as torch.nn.modules.sparse.Embedding.forward
- Does Accelerate support tensor parallelism?
- Multiple processes on CPUs
- 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
- Docs
- Python not yet supported