LengSicong / MMR1View external linksLinks
MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources
☆215Sep 26, 2025Updated 4 months ago
Alternatives and similar repositories for MMR1
Users that are interested in MMR1 are comparing it to the libraries listed below
Sorting:
- [ICLR2026] This is the first paper to explore how to effectively use R1-like RL for MLLMs and introduce Vision-R1, a reasoning MLLM that…☆760Jan 26, 2026Updated 2 weeks ago
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆768Sep 7, 2025Updated 5 months ago
- MM-Eureka V0 also called R1-Multimodal-Journey, Latest version is in MM-Eureka☆322Jun 21, 2025Updated 7 months ago
- Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency☆60Jun 6, 2025Updated 8 months ago
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆381Feb 23, 2025Updated 11 months ago
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆104Sep 18, 2025Updated 4 months ago
- R1-Vision: Let's first take a look at the image☆48Feb 16, 2025Updated 11 months ago
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆840May 14, 2025Updated 9 months ago
- An Easy-to-use, Scalable and High-performance RLHF Framework designed for Multimodal Models.☆155Jan 5, 2026Updated last month
- [ICCV 2025 Highlight] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"☆191Mar 17, 2025Updated 10 months ago
- Explore the Multimodal “Aha Moment” on 2B Model☆623Mar 18, 2025Updated 10 months ago
- ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio☆52Jul 11, 2025Updated 7 months ago
- R1-onevision, a visual language model capable of deep CoT reasoning.☆575Apr 13, 2025Updated 10 months ago
- A fork to add multimodal model training to open-r1☆1,449Feb 8, 2025Updated last year
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆4,572Jan 29, 2026Updated 2 weeks ago
- [CVPR2025 Highlight] Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models☆233Nov 7, 2025Updated 3 months ago
- MM-PRM: Enhancing Multimodal Mathematical Reasoning with Scalable Step-Level Supervision☆27May 26, 2025Updated 8 months ago
- [NeurIPS 2025] Scaling Language-centric Omnimodal Representation Learning☆32Feb 6, 2026Updated last week
- On Path to Multimodal Generalist: General-Level and General-Bench☆18Jul 11, 2025Updated 7 months ago
- ☆1,122Nov 20, 2025Updated 2 months ago
- ☆28Apr 8, 2025Updated 10 months ago
- Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning☆193Mar 20, 2025Updated 10 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆85Nov 10, 2024Updated last year
- [NeurIPS 2025 Spotlight] Fast-Slow Thinking GRPO for Large Vision-Language Model Reasoning☆40Jan 20, 2026Updated 3 weeks ago
- [EMNLP 2024] Official code for "Beyond Embeddings: The Promise of Visual Table in Multi-Modal Models"☆20Oct 17, 2024Updated last year
- Official repository of 'Visual-RFT: Visual Reinforcement Fine-Tuning' & 'Visual-ARFT: Visual Agentic Reinforcement Fine-Tuning'’☆2,316Oct 29, 2025Updated 3 months ago
- The Next Step Forward in Multimodal LLM Alignment☆197May 1, 2025Updated 9 months ago
- The code for "TokenPacker: Efficient Visual Projector for Multimodal LLM", IJCV2025☆276May 26, 2025Updated 8 months ago
- Witness the aha moment of VLM with less than $3.☆4,029May 19, 2025Updated 8 months ago
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,349Dec 7, 2025Updated 2 months ago
- Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]☆816Dec 14, 2025Updated last month
- VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs☆1,277Jan 23, 2025Updated last year
- [ICCV 2025] Dynamic-VLM☆28Dec 16, 2024Updated last year
- A RLHF Infrastructure for Vision-Language Models☆196Nov 15, 2024Updated last year
- Frontier Multimodal Foundation Models for Image and Video Understanding☆1,102Aug 14, 2025Updated 6 months ago
- [NeurIPS 2024] Efficiency for Free: Ideal Data Are Transportable Representations☆19Jan 19, 2025Updated last year
- Solve Visual Understanding with Reinforced VLMs☆5,833Oct 21, 2025Updated 3 months ago
- Official implementation of HawkEye: Training Video-Text LLMs for Grounding Text in Videos☆46Apr 29, 2024Updated last year
- Kimi-VL: Mixture-of-Experts Vision-Language Model for Multimodal Reasoning, Long-Context Understanding, and Strong Agent Capabilities☆1,156Jul 15, 2025Updated 6 months ago