Boosting LLMs: Verl Framework Ushers in New Era of Reinforcement Learning

research#llm📝 Blog|Analyzed: Feb 14, 2026 03:48
Published: Jan 10, 2026 12:00
1 min read
Zenn LLM

Analysis

This article highlights the use of the Verl framework for applying Reinforcement Learning (RL) techniques (PPO, GRPO, DAPO) to Large Language Models (LLMs) built upon the Megatron-LM architecture. The exploration of RL methods opens exciting possibilities for refining and optimizing LLMs.
Reference / Citation
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"This article explains how to use the Verl framework to apply RL (PPO, GRPO, DAPO) to LLMs based on Megatron-LM."
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Zenn LLMJan 10, 2026 12:00
* Cited for critical analysis under Article 32.