TideDra / VL-RLHFLinks
A RLHF Infrastructure for Vision-Language Models
☆179Updated 7 months ago
Alternatives and similar repositories for VL-RLHF
Users that are interested in VL-RLHF are comparing it to the libraries listed below
Sorting:
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆89Updated last year
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆283Updated 10 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning"☆124Updated last month
- A Self-Training Framework for Vision-Language Reasoning☆80Updated 5 months ago
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆124Updated 2 months ago
- ☆100Updated last year
- An Easy-to-use, Scalable and High-performance RLHF Framework designed for Multimodal Models.☆135Updated 3 months ago
- ☆75Updated last year
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆185Updated 9 months ago
- This repository contains the code for SFT, RLHF, and DPO, designed for vision-based LLMs, including the LLaVA models and the LLaMA-3.2-vi…☆110Updated 3 weeks ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆117Updated 7 months ago
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆78Updated last month
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆211Updated last year
- ☆81Updated 6 months ago
- [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(…☆287Updated 8 months ago
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆126Updated last year
- ICML'2024 | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆113Updated 11 months ago
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆105Updated last month
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆76Updated 8 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆68Updated last year
- [NeurIPS 2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.☆108Updated last month
- Paper collections of multi-modal LLM for Math/STEM/Code.☆114Updated this week
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆292Updated 9 months ago
- MMR1: Advancing the Frontiers of Multimodal Reasoning☆162Updated 3 months ago
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆346Updated 10 months ago
- Official implementation of the Law of Vision Representation in MLLMs☆160Updated 7 months ago
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆149Updated last year
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆266Updated last year
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆128Updated 8 months ago
- Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"☆229Updated last month