PyTorch Lightning

by Orchestra-Research

PyTorch Lightning is an AI Engineering skill for Claude Code, published by Orchestra-Research in AI-Research-SKILLs.

11.6K stars844 forkson Orchestra-Research/AI-Research-SKILLsAdded 2026/08/12+1% in starsRepository updated 2026/06/16

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Install in seconds

Install PyTorch Lightning

Copy PyTorch Lightning into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/main/08-distributed-training/pytorch-lightning ~/.claude/skills/pytorch-lightning

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/Orchestra-Research/AI-Research-SKILLs.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: 08-distributed-training/pytorch-lightning/SKILL.md in Orchestra-Research/AI-Research-SKILLs
Installs to: ~/.claude/skills/pytorch-lightning
Collection: One of 50 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What PyTorch Lightning does

PyTorch Lightning organizes PyTorch training into LightningModule and Trainer abstractions with built-in logging, checkpoints, and distributed training. Use it when you want cleaner training loops and the same code to run from a laptop to a multi-GPU system.

PyTorch Lightning is cataloged under AI Engineering on DirSkills. PyTorch Lightning comes from a repository tagged ai, ai-research, claude, claude-code and claude-skills.

Documentation

README

Excerpt

PyTorch Lightning - High-Level Training Framework

Quick start

PyTorch Lightning organizes PyTorch code to eliminate boilerplate while maintaining flexibility.

Installation:

pip install lightning

Convert PyTorch to Lightning (3 steps):

This is the opening of the README. Read the full README on GitHub.

Frequently asked about PyTorch Lightning

What else does Orchestra-Research publish alongside PyTorch Lightning?
PyTorch Lightning is one of 50 skills that DirSkills catalogs from Orchestra-Research/AI-Research-SKILLs, the repository it ships in. Its siblings there include AWQ Quantization, Autoresearch and Axolotl. Each one is a separate skill with its own page in this directory, installs the same way PyTorch Lightning does, and is maintained by Orchestra-Research in that same repository. The rest of the collection is listed on the Orchestra-Research/AI-Research-SKILLs page.
How does PyTorch Lightning compare to other AI Engineering skills?
PyTorch Lightning ranks #357 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of PyTorch Lightning against them. Open each page to compare what they document and how they install.