home/categories/machine-learning/orchestra-research-ai-research-skills-06-post-training-verl-skill-md
machine-learningdata-ai
verl-rl-training
Provides guidance for training LLMs with reinforcement learning using verl (Volcano Engine RL). Use when implementing RLHF, GRPO, PPO, or other RL algorithms for LLM post-training at scale with flexible infrastructure backends.
maintainer
Orchestra-Research
Updated 1/29/2026
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6563
Forks
515
quick start
Installation and usage
Provides guidance for training LLMs with reinforcement learning using verl (Volcano Engine RL). Use when implementing RLHF, GRPO, PPO, or other RL algorithms for LLM post-training at scale with flexible infrastructure backends.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use verl-rl-training