VT-NLP / MultiInstruct
MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning
☆134Updated last year
Alternatives and similar repositories for MultiInstruct:
Users that are interested in MultiInstruct are comparing it to the libraries listed below
- Official repository for the A-OKVQA dataset☆71Updated 8 months ago
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆195Updated 10 months ago
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆122Updated 3 months ago
- ☆136Updated 3 months ago
- ☆59Updated 11 months ago
- ☆95Updated last year
- 🦩 Visual Instruction Tuning with Polite Flamingo - training multi-modal LLMs to be both clever and polite! (AAAI-24 Oral)☆63Updated last year
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆268Updated 10 months ago
- ☆38Updated last year
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆141Updated 9 months ago
- ☆28Updated 2 months ago
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆88Updated last year
- This repo contains codes and instructions for baselines in the VLUE benchmark.☆41Updated 2 years ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆59Updated 2 months ago
- SVIT: Scaling up Visual Instruction Tuning☆164Updated 7 months ago
- [NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning☆89Updated 3 weeks ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆78Updated last year
- ☆29Updated last year
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆44Updated last year
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆252Updated 7 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆77Updated 10 months ago
- ☆132Updated last year
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆147Updated 10 months ago
- EMNLP2023 - InfoSeek: A New VQA Benchmark focus on Visual Info-Seeking Questions☆17Updated 8 months ago
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆61Updated 3 months ago
- ChatBridge, an approach to learning a unified multimodal model to interpret, correlate, and reason about various modalities without rely…☆49Updated last year
- ICCV 2023 (Oral) Open-domain Visual Entity Recognition Towards Recognizing Millions of Wikipedia Entities☆35Updated 4 months ago
- Touchstone: Evaluating Vision-Language Models by Language Models☆81Updated last year
- A RLHF Infrastructure for Vision-Language Models☆149Updated 2 months ago
- ☆87Updated last year