lightning
https://github.com/lightning-ai/lightning
Python
Deep learning framework to train, deploy, and ship AI products Lightning fast.
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- Issues
- Support saving and loading remote paths with FSDP
- Calling `trainer.fit` twice with spawn strategies won't work as expected
- warnings: resuming before epoch end is absolutely normal for long trainings
- New feature of adding Intel® Extension for Transformers weight-only quantization into Lightning Fabric API
- Unable to chnage checkpoint in on_save_checkpoint with Deepspeed
- load_from_checkpoint leads to CUDA errors while trying multi-gpu training with SLURM
- [TPU] Add Trainer support for PyTorch XLA FSDP
- is it possible to make iterations start from 1 and not 0
- manual_backward and .backward() have different behaviour.
- EarlyStopping not updating it's value after resuming training
- Docs
- Python not yet supported