Sun-Haoyuan23 / Awesome-RL-based-Reasoning-MLLMsLinks
This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-based Reasoning MLLMs!
☆908Updated 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
Sorting:
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆654Updated 3 weeks ago
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey☆655Updated last month
- 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…☆607Updated last week
- Awesome RL-based LLM Reasoning☆520Updated last month
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆770Updated last month
- A fork to add multimodal model training to open-r1☆1,306Updated 4 months ago
- 📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).☆721Updated 2 months ago
- MM-Eureka V0 also called R1-Multimodal-Journey, Latest version is in MM-Eureka☆307Updated last month
- Explore the Multimodal “Aha Moment” on 2B Model☆592Updated 3 months ago
- A paper list of some recent works about Token Compress for Vit and VLM☆510Updated 2 weeks ago
- Reading notes about Multimodal Large Language Models, Large Language Models, and Diffusion Models☆445Updated 2 weeks ago
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆348Updated 3 months ago
- R1-onevision, a visual language model capable of deep CoT reasoning.☆528Updated 2 months ago
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual in…☆291Updated this week
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆331Updated 5 months ago
- Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]☆569Updated 3 weeks ago
- ☆504Updated this week
- Awesome RL Reasoning Recipes ("Triple R")☆674Updated last week
- [Survey] Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey☆446Updated 5 months ago
- 📖 This is a repository for organizing papers, codes and other resources related to unified multimodal models.☆578Updated 2 weeks ago
- Latest Advances on Long Chain-of-Thought Reasoning☆383Updated 3 weeks ago
- Paper list for Efficient Reasoning.☆497Updated this week
- Efficient Multimodal Large Language Models: A Survey☆355Updated last month
- Awesome_Multimodel is a curated GitHub repository that provides a comprehensive collection of resources for Multimodal Large Language Mod…☆328Updated 3 months ago
- Latest Advances on System-2 Reasoning☆1,109Updated last week
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆343Updated 9 months ago
- ☆101Updated 2 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond☆250Updated last week
- A Framework of Small-scale Large Multimodal Models☆836Updated last month
- Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆451Updated this week