materl

Use PEFT or Full-parameter to finetune 450+ LLMs (Qwen2.5, InternLM3, GLM4, Llama3.3, Mistral, Yi1.5, Baichuan2, DeepSeek-R1, ...) and 150+ MLLMs (Qwen2.5-VL, Qwen2-Audio, Llama3.2-Vision, Llava, InternVL2.5, MiniCPM-V-2.6, GLM4v, Xcomposer2.5, Yi-VL, DeepSeek-VL2, Phi3.5-Vision, GOT-OCR2, ...).

verl-agent is an extension of veRL, designed for training LLM/VLM agents via RL. verl-agent is also the official code for paper "Group-in-Group Policy Optimization for LLM Agent Training"

MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE

Explore the Multimodal “Aha Moment” on 2B Model

Collect every awesome work about r1!

OpenThinkIMG is an end-to-end open-source framework that empowers LVLMs to think with images.

基于强化学习的代理式检索增强推理框架

BioReason: Incentivizing Multimodal Biological Reasoning within a DNA-LLM Model

Unleashing the Power of VLMs in Autonomous Driving via Reinforcement Learning and Reasoning

The open source implementation of DeepSeek-R1. 开源复现 DeepSeek-R1