Back to Skills
pytorch-lightning
Deep learning framework (PyTorch Lightning / lightning package). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard, MLflow), distributed training (DDP, FSDP, DeepSpeed), for scalable neural network training.
45,195stars4,096forksUpdated 9/16/2026
Security Assessment
Safe(100/100)
Security Score100/100
Detailed description not yet generated. View the SKILL.md tab for raw content.
All Files
11 filesreferences/distributed_training.md14.0 KB
Viewreferences/trainer.md14.4 KB
Viewreferences/callbacks.md15.2 KB
Viewreferences/logging.md13.8 KB
Viewscripts/template_datamodule.py9.1 KB
Viewreferences/data_module.md14.2 KB
ViewSKILL.md8.2 KB
Viewscripts/template_lightning_module.py5.9 KB
Viewreferences/best_practices.md15.7 KB
Viewreferences/lightning_module.md13.4 KB
Viewscripts/quick_trainer_setup.py13.5 KB
ViewInstall pytorch-lightning
Quick Setup:
- Copy the skill folder to
.claude/skills/ - Claude will automatically detect and use the skill
Repository
k-dense-ai/scientific-agent-skills