TIGER-AI-Lab / VLM2VecLinks
This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR 2025]
☆380Updated last week
Alternatives and similar repositories for VLM2Vec
Users that are interested in VLM2Vec are comparing it to the libraries listed below
Sorting:
- [ICLR 2025 Spotlight] OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text☆390Updated 3 months ago
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆271Updated last year
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆290Updated 11 months ago
- E5-V: Universal Embeddings with Multimodal Large Language Models☆264Updated 8 months ago
- ☆368Updated 6 months ago
- [CVPR'25 highlight] RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness☆402Updated 3 months ago
- [ICML'24 Oral] "MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions"☆195Updated 10 months ago
- A minimal codebase for finetuning large multimodal models, supporting llava-1.5/1.6, llava-interleave, llava-next-video, llava-onevision,…☆330Updated 6 months ago
- Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"☆244Updated 3 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…☆479Updated 7 months ago
- 🔥🔥MLVU: Multi-task Long Video Understanding Benchmark☆220Updated last week
- LLaVA-UHD v2: an MLLM Integrating High-Resolution Semantic Pyramid via Hierarchical Window Transformer☆384Updated 4 months ago
- ☆210Updated last year
- MM-Eureka V0 also called R1-Multimodal-Journey, Latest version is in MM-Eureka☆317Updated 2 months ago
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆161Updated 10 months ago
- [COLM 2025] Open-Qwen2VL: Compute-Efficient Pre-Training of Fully-Open Multimodal LLMs on Academic Resources☆254Updated last week
- [ICLR2025] LLaVA-HR: High-Resolution Large Language-Vision Assistant☆240Updated last year
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆115Updated 9 months ago
- EVE Series: Encoder-Free Vision-Language Models from BAAI☆348Updated last month
- [CVPR 2025 Highlight] The official CLIP training codebase of Inf-CL: "Breaking the Memory Barrier: Near Infinite Batch Size Scaling for C…☆263Updated 7 months ago
- This is the first paper to explore how to effectively use R1-like RL for MLLMs and introduce Vision-R1, a reasoning MLLM that leverages …☆681Updated last month
- Aligning LMMs with Factually Augmented RLHF☆373Updated last year
- MMSearch-R1 is an end-to-end RL framework that enables LMMs to perform on-demand, multi-turn search with real-world multimodal search too…☆296Updated this week
- LLM2CLIP makes SOTA pretrained CLIP model more SOTA ever.☆537Updated last month
- MMR1: Advancing the Frontiers of Multimodal Reasoning☆163Updated 5 months ago
- MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities (ICML 2024)☆307Updated 7 months ago
- A RLHF Infrastructure for Vision-Language Models☆182Updated 9 months ago
- Long Context Transfer from Language to Vision☆390Updated 5 months ago
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆359Updated 6 months ago
- (CVPR2024)A benchmark for evaluating Multimodal LLMs using multiple-choice questions.☆346Updated 7 months ago