# pytorch-lightning

> High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system,…

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.

- Type: Skill
- Made by: Orchestra-Research
- Category: AI & agents
- Formats: Skills
- Version: 042facd
- Source: https://github.com/orchestra-research/ai-research-skills/tree/HEAD/08-distributed-training/pytorch-lightning
- Page: https://pluginboard.ai/skills/pytorch-lightning-orchestra-research

## Works with

- ChatGPT
- Claude
- Gemini
- GitHub Copilot
- Cursor
- Claude Code
- Codex
- Antigravity
- Gemini CLI
- Replit
- OpenClaw
- OpenCode
- Hermes Agent

## Install

### ChatGPT

In ChatGPT: Download the pytorch-lightning folder and zip it, then Plugins → Skills → Create → Upload from your computer. Business and Enterprise plans.

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/08-distributed-training/pytorch-lightning

### Claude

In Claude (web or desktop): Download the pytorch-lightning folder and zip the folder itself, then upload it in Customize → Skills.

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/08-distributed-training/pytorch-lightning

### Gemini

In Gemini: Download the pytorch-lightning folder, then at gemini.google.com click Customize → Skills → Create → Upload and pick the folder (or a .zip of it).

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/08-distributed-training/pytorch-lightning

### GitHub Copilot

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/08-distributed-training/pytorch-lightning ~/.copilot/skills/pytorch-lightning
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/08-distributed-training/pytorch-lightning

### Cursor

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/08-distributed-training/pytorch-lightning ~/.cursor/skills/pytorch-lightning
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/08-distributed-training/pytorch-lightning

### Claude Code

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/08-distributed-training/pytorch-lightning ~/.claude/skills/pytorch-lightning
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/08-distributed-training/pytorch-lightning

Or all of AI Research Skills (Orchestra), in Claude Code:

```text
/plugin marketplace add Orchestra-Research/AI-Research-SKILLs
/plugin install rag@ai-research-skills
```

### Codex

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/08-distributed-training/pytorch-lightning ~/.agents/skills/pytorch-lightning
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/08-distributed-training/pytorch-lightning

### Antigravity

In Antigravity: Copy the pytorch-lightning folder into ~/.gemini/config/skills (Antigravity app and IDE) or ~/.gemini/antigravity-cli/skills (Antigravity CLI).

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/08-distributed-training/pytorch-lightning

### Gemini CLI

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/08-distributed-training/pytorch-lightning ~/.gemini/skills/pytorch-lightning
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/08-distributed-training/pytorch-lightning

### Replit

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/08-distributed-training/pytorch-lightning .agents/skills/pytorch-lightning
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/08-distributed-training/pytorch-lightning

### OpenClaw

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/08-distributed-training/pytorch-lightning ~/.openclaw/skills/pytorch-lightning
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/08-distributed-training/pytorch-lightning

### OpenCode

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/08-distributed-training/pytorch-lightning ~/.config/opencode/skills/pytorch-lightning
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/08-distributed-training/pytorch-lightning

### Hermes Agent

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/08-distributed-training/pytorch-lightning ~/.hermes/skills/pytorch-lightning
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/08-distributed-training/pytorch-lightning

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