近期研究工作[1]利用GPT-4构建了400K视觉指令数据集LRV-Instruction(Large-scale Robust Visual Instruction)。 为缓解LMMs的幻觉问题,LRV-Instruction包含了如下特点: 丰富的任务类型(16项: Image Captioning, Object Detection, Image Sentiment Analysis, Image Quality Assessment, Object Interaction Analysis, Image An...
[ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning - LRV-Instruction/LICENSE.md at main · FuxiaoLiu/LRV-Instruction
LRV-Instruction(V1) is based on MiniGPT4-7B. 1. Clone this repository https://github.com/FuxiaoLiu/LRV-Instruction.git 2. Install Package conda env create -f environment.yml --name LRV conda activate LRV 3. Prepare the Vicuna weights ...
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[ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning - LRV-Instruction/citation.txt at main · FuxiaoLiu/LRV-Instruction
[ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning - LRV-Instruction/data/data_generation.py at main · FuxiaoLiu/LRV-Instruction
[ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning - LRV-Instruction/Evaluation/evaluate.py at main · FuxiaoLiu/LRV-Instruction
FuxiaoLiu/LRV-InstructionPublic NotificationsYou must be signed in to change notification settings Fork13 Star248 7a3ce3e 1Branch 0Tags Code README License License Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning [ICLR 2024] ...