PLUM-Lab / MixLoRALinks
Multimodal Instruction Tuning with Conditional Mixture of LoRA (ACL 2024)
☆27Updated 11 months ago
Alternatives and similar repositories for MixLoRA
Users that are interested in MixLoRA 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)☆41Updated 2 weeks ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆144Updated last week
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆89Updated 7 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆76Updated 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…☆110Updated 3 weeks ago
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆63Updated 7 months ago
- ☆75Updated last year
- Official repo for "AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability"☆32Updated last year
- ☆88Updated 3 months ago
- HallE-Control: Controlling Object Hallucination in LMMs☆31Updated last year
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆52Updated 8 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆128Updated 8 months ago
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆40Updated this week
- This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!☆47Updated 3 months ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆63Updated last month
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆88Updated 7 months ago
- AdaMoLE: Adaptive Mixture of LoRA Experts☆33Updated 9 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆68Updated last year
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆64Updated last month
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆89Updated last year
- CLIP-MoE: Mixture of Experts for CLIP☆42Updated 9 months ago
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆75Updated last month
- Official Code and data for ACL 2024 finding, "An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models"☆19Updated 8 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆76Updated last year
- the official repo for EMNLP 2024 (main) paper "EFUF: Efficient Fine-grained Unlearning Framework for Mitigating Hallucinations in Multimo…☆19Updated 3 months ago
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆57Updated 6 months ago
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆61Updated 5 months ago
- Official resource for paper Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models (ACL 20…☆12Updated 11 months ago
- ☆15Updated 8 months ago
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆48Updated last year