home/categories/framework-internals/orchestra-research-ai-research-skills-06-post-training-torchforge-skill-md
framework-internalsdevelopment
torchforge-rl-training
Provides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms. Use when you want clean RL abstractions, easy algorithm experimentation, or scalable training with Monarch and TorchTitan.
maintainer
Orchestra-Research
Updated 1/29/2026
Stars
6563
Forks
515
quick start
Installation and usage
Provides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms. Use when you want clean RL abstractions, easy algorithm experimentation, or scalable training with Monarch and TorchTitan.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use torchforge-rl-training