YangyiYY/LVLM_NLF

--- task_categories: - conversational - text-generation language: - en pretty_name: LVLM_NLF size_categories: - 10K<n<100K --- NOTE: LVLM_NLF and VLSafe are constructed based on COCO and LLaVA. So the image can be directly retrieved from the COCO train-2017 version using the image id. LVLM_NLF (Large Vision Language Model with Natural Language Feedback) Dataset Card Dataset details Dataset type: LVLM_NLF is a GPT-4-Annotated natural language feedback dataset that aims to improve the 3H alignment and interaction ability of large vision-language models (LVLMs). Dataset date: LVLM_NLF was collected between September and November 2023. Paper of this dataset: https://arxiv.org/abs/2311.10081 VLSafe (vision-language safety) Dataset Card We also create and release VLSafe dataset, which contains training and testing sets for improving and examining the harmlessness alignment of LVLMs. Dataset type: VLSafe is a GPT-3.5-Turbo-Annotated dataset. Dataset date: LVLM_NLF was collected between September and October 2023.

原始信息汇总

LVLM_NLF 数据集概述

数据集类型

• LVLM_NLF 是一个由 GPT-4 注释的自然语言反馈数据集，旨在提高大型视觉-语言模型（LVLMs）的 3H 对齐和交互能力。

数据集时间

• LVLM_NLF 数据集收集于 2023 年 9 月至 11 月。

相关论文

• 数据集相关论文链接：https://arxiv.org/abs/2311.10081

VLSafe 数据集概述

数据集类型

• VLSafe 是一个由 GPT-3.5-Turbo 注释的数据集，用于改进和检查 LVLMs 的无害性对齐。

数据集时间

• VLSafe 数据集收集于 2023 年 9 月至 10 月。