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.
tests/ext_conformance/artifacts/templates-davila7/cli-tool/components/skills/scientific/pytorch-lightning/SKILL.md
Source commit a177737d6df6a543d21d3b7ee6163ec715d24aa8
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- Observed behavior
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- Last checked
- Nov 8, 2026
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Repository context
- Repository stars (not skill ratings)
- 1,970
- Repository last updated
- Nov 7, 2026
- License
- NOASSERTION
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- ai-agents Repository topic
- cli Repository topic
- developer-tools Repository topic
- rust Repository topic
- data Derived category
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- education Derived category
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SKILL.mdcore · 6,607 bytesSKILL.mdcore · 6,607 bytesSKILL.mdcore · 6,607 bytesSKILL.mdcore · 6,607 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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