Sun-Haoyuan23 / Awesome-RL-based-Reasoning-MLLMs
This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-based Reasoning MLLMs!
☆484Updated this week
Alternatives and similar repositories for Awesome-RL-based-Reasoning-MLLMs:
Users that are interested in Awesome-RL-based-Reasoning-MLLMs 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
- This is the first paper to explore how to effectively use RL for MLLMs and introduce Vision-R1, a reasoning MLLM that leverages cold-sta…☆346Updated this week
- Reading notes about Multimodal Large Language Models, Large Language Models, and Diffusion Models☆328Updated last week
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆289Updated last month
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆643Updated this week
- Awesome RL-based LLM Reasoning☆341Updated this week
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey☆183Updated this week
- A paper list of some recent works about Token Compress for Vit and VLM☆391Updated this week
- A fork to add multimodal model training to open-r1☆1,108Updated last month
- 📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).☆614Updated this week
- Explore the Multimodal “Aha Moment” on 2B Model☆524Updated last week
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆278Updated 3 months ago
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆323Updated 7 months ago
- A RLHF Infrastructure for Vision-Language Models☆167Updated 4 months ago
- [Survey] Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey☆398Updated 2 months ago
- Efficient Multimodal Large Language Models: A Survey☆329Updated 3 weeks ago
- R1-onevision, a visual language model capable of deep CoT reasoning.☆464Updated last week
- 📖 This is a repository for organizing papers, codes and other resources related to unified multimodal models.☆422Updated 2 weeks ago
- Awesome_Multimodel is a curated GitHub repository that provides a comprehensive collection of resources for Multimodal Large Language Mod…☆308Updated last week
- An Easy-to-use, Scalable and High-performance RLHF Framework designed for Multimodal Models.☆87Updated 2 weeks ago
- Project Page For "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement"☆248Updated 2 weeks ago
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆271Updated 6 months ago
- ☆90Updated this week
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆257Updated 5 months ago
- ☆71Updated 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
- ☆186Updated this week
- Visualizing the attention of vision-language models☆139Updated last month
- Video-R1: Towards Super Reasoning Ability in Video Understanding MLLMs☆105Updated last month