Preference Learning for LLaVA
☆61Nov 9, 2024Updated last year
Alternatives and similar repositories for V-DPO
Users that are interested in V-DPO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆87Oct 26, 2025Updated 11 months ago
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆48Nov 10, 2024Updated last year
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆104Jan 30, 2024Updated 2 years ago
- A RLHF Infrastructure for Vision-Language Models☆204Nov 15, 2024Updated last year
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆93Nov 10, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This repository contains the code for SFT, RLHF, and DPO, designed for vision-based LLMs, including the LLaVA models and the LLaMA-3.2-vi…☆124Jun 18, 2025Updated last year
- Code for "AVG-LLaVA: A Multimodal Large Model with Adaptive Visual Granularity"☆33Oct 12, 2024Updated 2 years ago
- [ICLR 2025] Data-Augmented Phrase-Level Alignment for Mitigating Object Hallucination☆21Jan 27, 2025Updated last year
- ☆19Jun 19, 2026Updated 3 months ago
- We introduce new approach, Token Reduction using CLIP Metric (TRIM), aimed at improving the efficiency of MLLMs without sacrificing their…☆23Jan 11, 2026Updated 9 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆59Oct 28, 2024Updated last year
- [EMNLP 2020] What is More Likely to Happen Next? Video-and-Language Future Event Prediction☆52Aug 20, 2022Updated 4 years ago
- [CVPR 2024] The official implementation of paper "synthesize, diagnose, and optimize: towards fine-grained vision-language understanding"☆52Jun 16, 2025Updated last year
- Official Implementation of ISR-DPO:Aligning Large Multimodal Models for Videos by Iterative Self-Retrospective DPO (AAAI'25)☆23Nov 25, 2025Updated 10 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆148Sep 11, 2025Updated last year
- Project for SNARE benchmark☆11Jun 5, 2024Updated 2 years ago
- official code for "Modality Curation: Building Universal Embeddings for Advanced Multimodal Information Retrieval"☆42Jul 4, 2025Updated last year
- Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images☆19Jun 4, 2025Updated last year
- Official github repo for "Fractional Reasoning via Latent Steering Vectors Improves Inference Time Compute"☆18Jun 30, 2025Updated last year
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆310Sep 11, 2024Updated 2 years ago
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆176Jan 15, 2024Updated 2 years ago
- [NeurIPS 2025] Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing☆99Jul 27, 2025Updated last year
- ☆38Mar 24, 2026Updated 6 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [NeurIPS 2024] Visual Perception by Large Language Model’s Weights☆57Mar 31, 2025Updated last year
- KAIST medical VL research group☆20Dec 20, 2024Updated last year
- [ICLR 2025] Official repo for paper: "GRACE: Generative Representation Learning via Contrastive Policy Optimization"☆39Feb 3, 2026Updated 8 months ago
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆71Jul 16, 2024Updated 2 years ago
- [ICCV 2023] Going Beyond Nouns With Vision & Language Models Using Synthetic Data☆13Sep 30, 2023Updated 3 years ago
- [WACV 2024] Enhancing Multimodal Compositional Reasoning of Visual Language Models with Generative Negative Mining, WACV 2024☆13Jan 3, 2024Updated 2 years ago
- Repository for Skill Set Optimization☆14Jul 26, 2024Updated 2 years ago
- SpatialDreamer: Incentivizing Spatial Reasoning via Active Mental Imagery☆15Feb 1, 2026Updated 8 months ago
- [CVPR'25 highlight] RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness☆463May 14, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆55Jan 17, 2025Updated last year
- [NeurIPS 2024] Official PyTorch implementation of "Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives"