alenai97 / PEFT-MLLMView external linksLinks
Official Code and data for ACL 2024 finding, "An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models"
☆25Nov 10, 2024Updated last year
Alternatives and similar repositories for PEFT-MLLM
Users that are interested in PEFT-MLLM are comparing it to the libraries listed below
Sorting:
- Code for Fast Propagation is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks (TIFS2024)☆13Mar 29, 2024Updated last year
- Prompt Generator model for Stable Diffusion Models☆11Jun 20, 2023Updated 2 years ago
- Accept by CVPR 2025 (highlight)☆22Jun 8, 2025Updated 8 months ago
- The Oyster series is a set of safety models developed in-house by Alibaba-AAIG, devoted to building a responsible AI ecosystem. | Oyster …☆59Sep 11, 2025Updated 5 months ago
- ☆28Mar 20, 2024Updated last year
- [CVPR2025] Official Repository for IMMUNE: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment☆27Jun 11, 2025Updated 8 months ago
- Code repository for the paper "Heuristic Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models"☆15Aug 7, 2025Updated 6 months ago
- Hyperbolic Safety-Aware Vision-Language Models. CVPR 2025☆31Apr 8, 2025Updated 10 months ago
- Code repo of our paper Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis (https://arxiv.org/abs/2406.10794…☆23Jul 26, 2024Updated last year
- 自己阅读的多模态对话系统论文（及部分笔记）汇总☆22Jan 5, 2023Updated 3 years ago
- A Unified Benchmark and Toolbox for Multimodal Jailbreak Attack–Defense Evaluation☆57Jan 23, 2026Updated 3 weeks ago
- ☆57Jun 5, 2024Updated last year
- [ICCVW 2025 (Oral)] Robust-LLaVA: On the Effectiveness of Large-Scale Robust Image Encoders for Multi-modal Large Language Models☆28Oct 20, 2025Updated 3 months ago
- Emoji Attack [ICML 2025]☆41Jul 15, 2025Updated 7 months ago
- Code for the paper "AsFT: Anchoring Safety During LLM Fune-Tuning Within Narrow Safety Basin".☆35Jul 10, 2025Updated 7 months ago
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …☆34Oct 23, 2024Updated last year
- [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shi…☆70Updated this week
- [COLM 2024] JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and fur…☆85May 9, 2025Updated 9 months ago
- ECSO (Make MLLM safe without neither training nor any external models!) (https://arxiv.org/abs/2403.09572)☆36Nov 2, 2024Updated last year
- Code for Boosting fast adversarial training with learnable adversarial initialization (TIP2022)☆29Aug 22, 2023Updated 2 years ago
- Code and data to go with the Zhu et al. paper "An Objective for Nuanced LLM Jailbreaks"☆36Dec 18, 2024Updated last year
- The code repo for our AAAI-25 paper 'Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation'☆44Apr 15, 2025Updated 10 months ago
- A Framework for Evaluating AI Agent Safety in Realistic Environments☆30Oct 2, 2025Updated 4 months ago
- The code of "Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds" CVPR 2024☆36Mar 23, 2024Updated last year
- ☆12May 6, 2022Updated 3 years ago
- Survey of NLP+AI Conferences and Journals for NLPers☆46May 23, 2025Updated 8 months ago
- [AAMAS 2025] Privacy-preserving and Personalized RLHF, with convergence guarantees. The Code contains experiments for training multiple i…☆14Apr 16, 2025Updated 9 months ago
- Domain adaptation framework for segmentation via reinforcement learning.☆11Oct 13, 2025Updated 4 months ago
- Source code related to the research paper entitled RVENet: A Large Echocardiographic Dataset for the Deep Learning-Based Assessment of Ri…☆12Mar 10, 2024Updated last year
- ☆11May 24, 2024Updated last year
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆42Dec 16, 2025Updated last month
- The repo for paper: Exploiting the Index Gradients for Optimization-Based Jailbreaking on Large Language Models.☆13Dec 16, 2024Updated last year
- My defense presentation☆10Mar 7, 2022Updated 3 years ago
- ☆11Mar 25, 2024Updated last year
- Rationale-enhanced language models are better continual relation learners (EMNLP 2023 Main Conference)☆12Oct 11, 2023Updated 2 years ago
- ☆10Oct 24, 2024Updated last year
- ☆20Feb 3, 2025Updated last year
- [NeurIPS 2024] Official code for the paper 'RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking Classifier'☆14Aug 22, 2025Updated 5 months ago
- Code for ijcai-24 paper "Federated Adaptation for Foundation Model-based Recommendations"☆12Apr 18, 2025Updated 9 months ago