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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Prompt Generator model for Stable Diffusion Models☆12Jun 20, 2023Updated 3 years ago
- Code for Fast Propagation is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks (TIFS2024)☆13Mar 29, 2024Updated 2 years ago
- Code for MME-SID accepted to CIKM 2025 Full Research track.☆30Oct 29, 2025Updated 10 months ago
- 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
- Code repo of our paper Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis (https://arxiv.org/abs/2406.10794…☆24Jul 26, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆57Mar 9, 2025Updated last year
- Extending context length of visual language models☆12Dec 18, 2024Updated last year
- [ICCVW 2025 (Oral)] Robust-LLaVA: On the Effectiveness of Large-Scale Robust Image Encoders for Multi-modal Large Language Models☆29Oct 20, 2025Updated 10 months ago
- [ICLR 2025] Code implementation of R^2-Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning☆24Jul 8, 2024Updated 2 years ago
- Code repository for the paper "Heuristic Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models"☆20Aug 7, 2025Updated last year
- Emoji Attack [ICML 2025]☆45Jul 15, 2025Updated last year
- Survey of NLP+AI Conferences and Journals for NLPers☆49May 23, 2025Updated last year
- Matryoshka Multimodal Models☆124Jan 22, 2025Updated last year
- About The corresponding code from our paper " Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning…☆13Jan 14, 2026Updated 7 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆62Jun 5, 2024Updated 2 years ago
- [ICML 2023] Protecting Language Generation Models via Invisible Watermarking☆13Sep 8, 2023Updated 2 years ago
- The official repository of "SmartAgent: Chain-of-User-Thought for Embodied Personalized Agent in Cyber World".☆28Jul 27, 2026Updated last month
- Accept by CVPR 2025 (highlight)☆25Jun 8, 2025Updated last year
- The Oyster series is a set of safety models developed in-house by Alibaba-AAIG, devoted to building a responsible AI ecosystem. | Oyster …☆62Apr 29, 2026Updated 4 months ago
- [CVPR 2025 Highlight] Official implementation of HySAC, a hyperbolic safety-aware vision-language model for safer multimodal retrieval an…☆31Apr 8, 2025Updated last year
- [CVPR2025] Official Repository for IMMUNE: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment☆29Jun 11, 2025Updated last year
- Code for ‘A Span-level Bidirectional Network for Aspect Sentiment Triplet Extraction’☆31Feb 17, 2025Updated last year
- ☆30Aug 12, 2026Updated 3 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- iLLaVA: An Image is Worth Fewer Than 1/3 Input Tokens in Large Multimodal Models (ICLR2026)☆23Jun 24, 2026Updated 2 months ago
- Code for Boosting fast adversarial training with learnable adversarial initialization (TIP2022)☆29Aug 22, 2023Updated 3 years ago
- [ACL 2025] LongSafety: Evaluating Long-Context Safety of Large Language Models☆16Jun 18, 2025Updated last year
- [EMNLP 2022] Distillation-Resistant Watermarking (DRW) for Model Protection in NLP☆13Aug 17, 2023Updated 3 years ago
- ☆24Mar 7, 2025Updated last year
- [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shi…☆73Feb 9, 2026Updated 6 months ago
- [ACL 2024] On the Multi-turn Instruction Following for Conversational Web Agents☆16Oct 12, 2024Updated last year
- ☆18Aug 1, 2024Updated 2 years ago
- ☆22Oct 25, 2024Updated 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.
- A flexible & scalable MLLM-based AIGC detection pipeline☆41Jun 16, 2026Updated 2 months ago
- ECSO (Make MLLM safe without neither training nor any external models!) (https://arxiv.org/abs/2403.09572)☆38Nov 2, 2024Updated last year
- [ICLR 2024]Data for "Multilingual Jailbreak Challenges in Large Language Models"☆108Mar 7, 2024Updated 2 years ago
- [ICLR'25] Official repository of paper: Ranking-aware adapter for text-driven image ordering with CLIP☆16Apr 17, 2025Updated last year
- Official Repository: A Comprehensive Benchmark for Logical Reasoning in MLLMs☆45Jun 17, 2025Updated last year
- Code for the article "Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning", Outstanding Paper at EMNLP20…☆10Nov 7, 2021Updated 4 years ago
- Variational Auto-Encoder based on Roberta encoder.☆12Oct 31, 2020Updated 5 years ago