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
- Example of running huggingface model with tensor parallel
- Add Callback for Differential Privacy
- Cannot reproduce FSDP memory profile in docs
- Improve Fault Tolerance via TorchFT
- Doing full validation on step 0
- DP Replicate Groups and collective reduction with FSDP2 APIs
- Use mlflow variable to set max param length
- Docs/Chinese README
- overfit_batches replaces custom sampler with Sequential sampler
- Do not replace custom sampler/dataloader when using `overfit_batches`
- Docs
- Python not yet supported