---
title: "PyTorch Lightning - High-Level Training Framework - Air Market"
description: "Training code in PyTorch often turns into a long, messy loop, and making it run on more hardware adds more mess. This uses PyTorch Lightning to keep training loops clean, with distributed training bu…"
canonical: "https://airmarket.ai/app/pytorch-lightning"
---

[Air Market](/) / [Data & Analytics](/category/data) / PyTorch Lightning - High-Level Training Framework

Skill by [Nous Research](/@nousresearch)

# PyTorch Lightning - High-Level Training Framework

Write tidier PyTorch training code that can scale out

## What this does

Training code in PyTorch often turns into a long, messy loop, and making it run on more hardware adds more mess. This uses PyTorch Lightning to keep training loops clean, with distributed training built in. Reach for it when your training code is getting hard to manage.

### Top 3 things it does for you

- Clean up my training loop
- Run my training across multiple devices

## Information

**PyTorch Lightning - High-Level Training Framework at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Nous Research](/@nousresearch) |
| Category | [Data & Analytics](/category/data) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Languages | en |
| Version | 1.0.0 |
| Size | 43 KB |
| Licence | MIT |
| Repository | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent/tree/daabb2d445d4b3d00da16c5c9b7ffd48768ef499/optional-skills/mlops/pytorch-lightning) |
| GitHub stars | 261,931 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of PyTorch Lightning - High-Level Training Framework and flagged nothing. AIR's verdict: **safe**.

**What PyTorch Lightning - High-Level Training Framework's check was run against**

|  |  |
| --- | --- |
| Commit | daabb2d445d4b3d00da16c5c9b7ffd48768ef499 |
| Content hash | fc5b4a8744429a233e5f41474df689443b0b08f0168bec374ee9fcf1c94230ff |
| Files read | [Browse the files at this exact commit](https://github.com/NousResearch/hermes-agent/blob/daabb2d445d4b3d00da16c5c9b7ffd48768ef499/optional-skills/mlops/pytorch-lightning/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for PyTorch Lightning - High-Level Training Framework](/security/pytorch-lightning)

## About PyTorch Lightning - High-Level Training Framework

Uses PyTorch Lightning, a high-level training framework, to write clean training loops.

Distributed training support is built in.

## What's inside

- SKILL.md - instructions
- references/callbacks.md - reference
- references/distributed.md - reference
- references/hyperparameter-tuning.md - reference

## Questions

### Is PyTorch Lightning - High-Level Training Framework safe to install?

AIR scanned this exact version of PyTorch Lightning - High-Level Training Framework and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit daabb2d445d4, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/pytorch-lightning.

### How do I install PyTorch Lightning - High-Level Training Framework?

Open https://airmarket.ai/app/pytorch-lightning on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/NousResearch/hermes-agent/tree/daabb2d445d4b3d00da16c5c9b7ffd48768ef499/optional-skills/mlops/pytorch-lightning. Install from that link, not the branch.

## Related on Air Market

- [More Data & Analytics listings](/category/data)
- [Everything by Nous Research](/@nousresearch)

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Canonical URL: <https://airmarket.ai/app/pytorch-lightning>