Individual skill
pytorch-lightning
Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard), distributed training (DDP, FSDP, DeepSpeed), for scalable neural network training.
skills/pytorch-lightning/SKILL.md
Source commit b1f9b6e3306f8d870e23b2023057bf730090036f
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
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- Skill scan complete
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- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
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Repository context
- Repository stars (not skill ratings)
- 3,102
- Repository last updated
- Jul 21, 2026
- License
- Not available
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
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SKILL.mdcore · 6,675 bytesSKILL.mdcore · 6,675 bytesSKILL.mdcore · 6,675 bytesSKILL.mdcore · 6,675 bytesreferences/best_practices.mddoc · 16,071 bytesreferences/callbacks.mddoc · 15,540 bytesreferences/data_module.mddoc · 14,497 bytesreferences/distributed_training.mddoc · 14,213 bytesreferences/lightning_module.mddoc · 13,728 bytesreferences/logging.mddoc · 14,259 bytesreferences/trainer.mddoc · 14,784 bytesscripts/quick_trainer_setup.pyruns · 12,985 bytesscripts/template_datamodule.pyruns · 9,354 bytesscripts/template_lightning_module.pyruns · 5,886 bytes
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