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
- BUG: Without internet, neptune gets stuck in multi-gpu pytorch lightning and crashes the run
- fabric FSDP strategy save/load checkpoint does not support s3 url
- Can we have an LLM.txt?
- `limit_val_batches` as sequence
- slurm env incorrectly complains about srun with salloc interactive session.
- Save checkpoint version dirs as `version_003` so that they sort lexicographically
- Add support for converting `RMSNorm` when using `transformer-engine`
- Example of running huggingface model with tensor parallel
- Add Callback for Differential Privacy
- Cannot reproduce FSDP memory profile in docs
- Docs
- Python not yet supported