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
- Add a Chinese version of README
- Stream outputs from Trainer.predict()
- Support A Variable Number of Batches
- Deepspeed Startegy doesn't set num_checkpoints while using activation partitions
- best-k-metrics in ModelCheckpoint
- Model Checkpointing + FSDP causes Cuda OOM
- NCCL backend fails during multi-node, multi-GPU training
- Incosistant memory usage comparing to lighning>=2.2.0 and lighting<2.2.0 and when using deepspeed
- Error encountered while using multiple optimizers inside a loop.
- Mid-epoch resume causes a single unwanted validation step (which is not a sanity check)
- Docs
- Python not yet supported