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
- `Fabric.all_reduce` silently fails when tensors are on CPU
- Fix numpy 2.4.0 compatibility in TensorBoard logger
- feat: Optimize cloud checkpointing with fs.pipe() for faster uploads
- Fix LightningCLI optional callback handling in subclass mode
- Expose logger logging mode and stabilize rank-zero logging
- multi-node training runs crash because `ddp_weakref` is `None` during backward
- 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
- Docs
- Python not yet supported