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Agent Skills Guide

pytorch-lightning

published 2026/02/01

High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code. Use when you want clean training loops with built-in best practices.

📦 Install Skill

Command line install

Install directly with the `skills` CLI.

npx skills add Orchestra-Research/AI-research-SKILLs/08-distributed-training/pytorch-lightning

Local download

Download only this skill directory.

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