Atomic-man007 / Awesome_Multimodel_LLM
Awesome_Multimodel is a curated GitHub repository that provides a comprehensive collection of resources for Multimodal Large Language Models (MLLM). It covers datasets, tuning techniques, in-context learning, visual reasoning, foundational models, and more. Stay updated with the latest advancement.
☆312Updated 2 weeks ago
Alternatives and similar repositories for Awesome_Multimodel_LLM:
Users that are interested in Awesome_Multimodel_LLM are comparing it to the libraries listed below
- 📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).☆627Updated this week
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆522Updated this week
- Efficient Multimodal Large Language Models: A Survey☆330Updated last month
- Paper list about multimodal and large language models, only used to record papers I read in the daily arxiv for personal needs.☆613Updated this week
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey☆314Updated this week
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆327Updated 7 months ago
- Reading notes about Multimodal Large Language Models, Large Language Models, and Diffusion Models☆347Updated 2 weeks ago
- [NeurIPS 2023 Datasets and Benchmarks Track] LAMM: Multi-Modal Large Language Models and Applications as AI Agents☆309Updated 11 months ago
- A minimal codebase for finetuning large multimodal models, supporting llava-1.5/1.6, llava-interleave, llava-next-video, llava-onevision,…☆280Updated last month
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆283Updated 3 months 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…☆404Updated last week
- A jounery to real multimodel R1 ! We are doing on large-scale experiment☆285Updated 3 weeks ago
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆301Updated last month
- ☆322Updated last year
- (CVPR2024)A benchmark for evaluating Multimodal LLMs using multiple-choice questions.☆333Updated 2 months ago
- [MIR-2023-Survey] A continuously updated paper list for multi-modal pre-trained big models☆286Updated last month
- ☆419Updated 6 months ago
- A paper list of some recent works about Token Compress for Vit and VLM☆399Updated this week
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆259Updated 5 months ago
- Collection of papers and repos for multimodal chain-of-thought☆72Updated 4 months ago
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆273Updated 6 months ago
- Awesome papers & datasets specifically focused on long-term videos.☆263Updated 4 months ago
- A Framework of Small-scale Large Multimodal Models☆783Updated last week
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆347Updated last year
- MM-EUREKA: Exploring Visual Aha Moment with Rule-based Large-scale Reinforcement Learning☆459Updated this week
- 📖 This is a repository for organizing papers, codes and other resources related to unified multimodal models.☆443Updated 2 weeks ago
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆659Updated this week
- MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities (ICML 2024)☆292Updated 2 months ago
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆259Updated 9 months ago
- [Survey] Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey☆403Updated 2 months ago