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1. NiuTrans/Vision-LLM-Alignment NiuTrans/Vision-LLM-Alignment Public

   This repository contains the code for SFT, RLHF, and DPO, designed for vision-based LLMs, including the LLaVA models and the LLaMA-3.2-vision models.

   Python 122 9

2. NiuTrans/GRAM NiuTrans/GRAM Public

   Code for ICML 2025 paper "GRAM: A Generative Foundation Reward Model for Reward Generalization"

   Python 22 2

3. MRO MRO Public

   Code for NeurIPS 2025 paper "MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization"

   Python 6

4. MRMBench MRMBench Public

   Code for AAAI 2026 paper "Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models"

   Python 2

5. MSRL MSRL Public

   Code for CVPR 2026 paper "MSRL: Scaling Generative Multimodal Reward Modeling via Multi-Stage Reinforcement Learning"

   Python 12 1

6. RRC RRC Public

   Code for paper "RRC: Unlocking Generative Reward Models in LLM Reinforcement Learning via Ranking-Based Reward Construction"

   Python 3