SKILL·17B0DF

pytorch-lightning

davila7
Updated 2 months ago
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DesignPyTorch LightningTraining FrameworkDistributed TrainingDDPFSDPDeepSpeedHigh-Level APICallbacksBest PracticesScalable

About

PyTorch Lightning provides a high-level framework that organizes PyTorch code to minimize boilerplate through a structured Trainer class and callback system. It automatically handles distributed training setups like DDP, FSDP, and DeepSpeed, enabling the same code to scale from a laptop to a supercomputer. Use this skill when you want clean training loops with built-in best practices and less manual engineering.

Quick Install

Claude Code

Recommended
Primary
npx skills add davila7/claude-code-templates -a claude-code
Plugin CommandAlternative
/plugin add https://github.com/davila7/claude-code-templates
Git CloneAlternative
git clone https://github.com/davila7/claude-code-templates.git ~/.claude/skills/pytorch-lightning

Copy and paste this command in Claude Code to install this skill

GitHub Repository

davila7/claude-code-templates
Path: cli-tool/components/skills/ai-research/distributed-training-pytorch-lightning
0
anthropicanthropic-claudeclaudeclaude-code
FAQ

Frequently asked questions

What is the pytorch-lightning skill?

pytorch-lightning is a Claude Skill by davila7. Skills package instructions and resources that Claude loads on demand, so Claude can perform pytorch-lightning-related tasks without extra prompting.

How do I install pytorch-lightning?

Use the install commands on this page: add pytorch-lightning to Claude Code as a plugin, or clone its repository into your skills directory, then restart Claude so it picks up the skill.

What category does pytorch-lightning belong to?

pytorch-lightning is in the Design category, tagged PyTorch Lightning, Training Framework, Distributed Training, DDP, FSDP and DeepSpeed.

Is pytorch-lightning free to use?

Yes. pytorch-lightning is listed on AIMCP and free to install. It runs inside Claude, so no separate service account is required to use the skill itself.

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