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.
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---
name: pytorch-lightning
description: 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.
license: Apache-2.0 license
metadata:
skill-author: K-Dense Inc.
---
# PyTorch Lightning
## Overview
PyTorch Lightning is a deep learning framework that organizes PyTorch code How to Use
Recommended: Install to project (local)
mkdir -p .claude/skills
curl -o .claude/skills/pytorch-lightning.md \
https://raw.githubusercontent.com/K-Dense-AI/claude-scientific-skills/main/scientific-skills/pytorch-lightning/SKILL.mdSkill is scoped to this project only. Add .claude/skills/ to your .gitignoreif you don't want to commit it.
Alternative: Clone full repo
git clone https://github.com/K-Dense-AI/claude-scientific-skillsThen reference at scientific-skills/pytorch-lightning/SKILL.md
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