Osilly / Vision-R1Links
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.
☆637Updated 2 weeks ago
Alternatives and similar repositories for Vision-R1
Users that are interested in Vision-R1 are comparing it to the libraries listed below
Sorting:
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆696Updated 2 weeks ago
- R1-onevision, a visual language model capable of deep CoT reasoning.☆541Updated 2 months ago
- ☆596Updated last week
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆788Updated last month
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey☆695Updated last week
- Explore the Multimodal “Aha Moment” on 2B Model☆596Updated 3 months ago
- MM-Eureka V0 also called R1-Multimodal-Journey, Latest version is in MM-Eureka☆312Updated 3 weeks ago
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆982Updated 3 weeks ago
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual in…☆660Updated last week
- A fork to add multimodal model training to open-r1☆1,331Updated 5 months ago
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆350Updated 4 months ago
- Reading notes about Multimodal Large Language Models, Large Language Models, and Diffusion Models☆475Updated last month
- Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]☆609Updated last month
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆336Updated 6 months ago
- Project Page For "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement"☆452Updated last month
- [Survey] Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey☆446Updated 5 months ago
- 📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).☆749Updated 3 months ago
- Efficient Multimodal Large Language Models: A Survey☆360Updated 2 months ago
- A Framework of Small-scale Large Multimodal Models☆852Updated 2 months ago
- [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…☆445Updated 6 months ago
- A minimal codebase for finetuning large multimodal models, supporting llava-1.5/1.6, llava-interleave, llava-next-video, llava-onevision,…☆308Updated 4 months ago
- [CVPR'25 highlight] RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness☆383Updated last month
- An Easy-to-use, Scalable and High-performance RLHF Framework designed for Multimodal Models.☆135Updated 3 months ago
- This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR 2025]☆291Updated this week
- A paper list of some recent works about Token Compress for Vit and VLM☆542Updated this week
- The Next Step Forward in Multimodal LLM Alignment☆169Updated 2 months ago
- 📖 This is a repository for organizing papers, codes and other resources related to unified multimodal models.☆613Updated 2 weeks ago
- [ICLR 2025] LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation☆180Updated 3 months ago
- ☆366Updated 5 months ago
- Official repository for VisionZip (CVPR 2025)☆313Updated last month