High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system,…
Part of AI Research Skills (Orchestra)Pack · 98 skills
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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.
Skills people install alongside pytorch-lightning.
Runs on your machine.
Runs on your machine.
Runs on your machine.
Runs on your machine.
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npx -y degit Orchestra-Research/AI-Research-SKILLs/08-distributed-training/pytorch-lightning ~/.cursor/skills/pytorch-lightning
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npx -y degit Orchestra-Research/AI-Research-SKILLs/08-distributed-training/pytorch-lightning ~/.claude/skills/pytorch-lightning
/plugin marketplace add Orchestra-Research/AI-Research-SKILLs /plugin install rag@ai-research-skills
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npx -y degit Orchestra-Research/AI-Research-SKILLs/08-distributed-training/pytorch-lightning ~/.agents/skills/pytorch-lightning
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Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/08-distributed-training/pytorch-lightning ~/.gemini/skills/pytorch-lightning
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npx -y degit Orchestra-Research/AI-Research-SKILLs/08-distributed-training/pytorch-lightning .agents/skills/pytorch-lightning
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npx -y degit Orchestra-Research/AI-Research-SKILLs/08-distributed-training/pytorch-lightning ~/.openclaw/skills/pytorch-lightning
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npx -y degit Orchestra-Research/AI-Research-SKILLs/08-distributed-training/pytorch-lightning ~/.config/opencode/skills/pytorch-lightning
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npx -y degit Orchestra-Research/AI-Research-SKILLs/08-distributed-training/pytorch-lightning ~/.hermes/skills/pytorch-lightning
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Write a reviewSkills people install alongside pytorch-lightning.
Has your agent write a tight, ready-to-paste prompt for the AI tool you name, from Claude Code and Cursor to Midjourney and Sora.
Turns a task into a copy-ready /goal command for Claude Code or Codex, with a checkable finish line and a stop bound.
The .NET team's skill for picking the right AI or ML stack in .NET 8+ apps, from ML.NET to Microsoft.Extensions.AI and Agent Framework.
Turn a repeated workflow, prompt set or SOP into a tested, packaged agent skill, or audit and improve a skill you already have.
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Safe to install in every agent it supports. Runs in your agent, as instructions.