Osilly / Vision-R1
This is the first paper to explore how to effectively use RL for MLLMs and introduce Vision-R1, a reasoning MLLM that leverages cold-start initialization and RL training to incentivize reasoning capability.
☆346Updated this week
Alternatives and similar repositories for Vision-R1:
Users that are interested in Vision-R1 are comparing it to the libraries listed below
- MM-EUREKA: Exploring Visual Aha Moment with Rule-based Large-scale Reinforcement Learning☆425Updated last week
- A jounery to real multimodel R1 ! We are doing on large-scale experiment☆280Updated 2 weeks ago
- R1-onevision, a visual language model capable of deep CoT reasoning.☆464Updated last week
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆484Updated this week
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆289Updated last month
- Explore the Multimodal “Aha Moment” on 2B Model☆524Updated last week
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey☆183Updated this week
- A fork to add multimodal model training to open-r1☆1,108Updated last month
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆278Updated 3 months ago
- Project Page For "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement"☆248Updated 2 weeks ago
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆643Updated this week
- Reading notes about Multimodal Large Language Models, Large Language Models, and Diffusion Models☆328Updated last week
- 📖 This is a repository for organizing papers, codes and other resources related to unified multimodal models.☆422Updated last week
- [ECCV 2024 Oral] Code for paper: An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Langua…☆394Updated 2 months ago
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆271Updated 6 months ago
- The Next Step Forward in Multimodal LLM Alignment☆135Updated 3 weeks ago
- A paper list of some recent works about Token Compress for Vit and VLM☆377Updated 2 weeks ago
- [ICLR 2025 Spotlight] OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text☆329Updated last week
- [CVPR'25] RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness☆326Updated 3 weeks ago
- [NeurIPS 2023 Datasets and Benchmarks Track] LAMM: Multi-Modal Large Language Models and Applications as AI Agents☆308Updated 11 months ago
- Official repository for VisionZip (CVPR 2025)☆259Updated last month
- A minimal codebase for finetuning large multimodal models, supporting llava-1.5/1.6, llava-interleave, llava-next-video, llava-onevision,…☆278Updated last month
- Efficient Multimodal Large Language Models: A Survey☆327Updated 3 weeks ago
- [Survey] Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey☆398Updated 2 months ago
- Long Context Transfer from Language to Vision☆368Updated last week
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆323Updated 7 months ago
- An Easy-to-use, Scalable and High-performance RLHF Framework designed for Multimodal Models.☆87Updated 2 weeks ago
- Rethinking Step-by-step Visual Reasoning in LLMs☆279Updated 2 months ago
- MMR1: Advancing the Frontiers of Multimodal Reasoning☆145Updated last week
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆258Updated 9 months ago