AlignGPT-VL / AlignGPTLinks
Official repo for "AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability"
☆34Updated last year
Alternatives and similar repositories for AlignGPT
Users that are interested in AlignGPT are comparing it to the libraries listed below
Sorting:
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆45Updated 7 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆57Updated last year
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆97Updated 2 years ago
- ☆88Updated last year
- An Arena-style Automated Evaluation Benchmark for Detailed Captioning☆56Updated 8 months ago
- 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…☆117Updated 7 months ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆171Updated 4 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆85Updated last year
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆47Updated last year
- ☆136Updated 2 months ago
- This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!☆54Updated 10 months ago
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆77Updated 6 months ago
- Official Code and data for ACL 2024 finding, "An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models"☆25Updated last year
- (ICLR 2025 Spotlight) DEEM: Official implementation of Diffusion models serve as the eyes of large language models for image perception.☆48Updated 7 months ago
- code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"☆60Updated last year
- Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"☆113Updated last week
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆134Updated 5 months ago
- A Self-Training Framework for Vision-Language Reasoning☆88Updated last year
- An benchmark for evaluating the capabilities of large vision-language models (LVLMs)☆46Updated 2 years ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆105Updated 5 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆77Updated last year
- ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio☆52Updated 7 months ago
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆104Updated 4 months ago
- Offical Repository of "AtomThink: Multimodal Slow Thinking with Atomic Step Reasoning"☆62Updated 2 months ago
- ☆101Updated 2 years ago
- Code, Data and Model for Paper "Learning from Peers in Reasoning Models"☆27Updated 8 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆162Updated last year
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆136Updated 6 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆100Updated 2 years ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆156Updated last year