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
- MoE (mixture of experts) support for expert parallel
- docs: fix pip cmd.
- Fix ReduceLROnPlateau scheduler error when validation doesn't run every epoch
- Update from Torchscript to `torch.export`
- Feat/logger_map
- Training loss will increase drastically when resume from ckpts after adopting self-defined sampler in multi-GPU experiments [Fabric]
- feat: allow configurable join_char for WandbLogger metric formatting
- Training speed unstable significantly during the first epoch (increasingly accelerates)
- Make the default auto-requeue signal in SLURM environments configurable
- Rudimentary support for weight averaging (EMA) with FSDP
- Docs
- Python not yet supported