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
- Loading the trained model for inference is very slow
- Fix stacklevel in `logging` to log the actual user call site (instead of the call site inside the logger wrapper) of log functions
- Training with PEFT + Accelerate randomly gets stuck with DeepSpeed after the first epoch
- Fix Documentation in FSDP and DeepSpeed Concept Guide
- You are trying to offload the whole model to the disk. Please use the `disk_offload` function instead.
- Training on multiple GPUs with the HF trainer
- SIGKILL on save steps
- TypeError: __init__() got an unexpected keyword argument 'debug'
- Fix deepspeed offload device type
- RAM leakage
- Docs
- Python not yet supported