Datasets:
File size: 1,400 Bytes
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task_categories:
- visual-question-answering
tags:
- MLLM
- hallucination evaluation
- VQA
- perception
configs:
- config_name: default
data_files:
- split: phd_base
path: phd_webdataset/phd-base.tar
- split: phd_sec
path: phd_webdataset/phd-sec.tar
- split: phd_icc
path: phd_webdataset/phd-icc.tar
- split: phd_ccs
path: phd_webdataset/phd-ccs.tar
---
# PhD Webdataset
This repository contains the packaged version of [**PhD**](https://huggingface.co/datasets/AIMClab-RUC/PhD). For a detailed introduction to PhD, please visit the [official website](https://huggingface.co/datasets/AIMClab-RUC/PhD).
## Overview
The PhD Webdataset is designed to facilitate easy access and usage of the PhD dataset. It includes various fields in 'json' key.
## Installation
Ensure you have [Hugging Face's datasets library](https://github.com/huggingface/datasets) installed. You can install it via pip:
```bash
pip install datasets
```
## Usage
To load and use the PhD dataset, simply run the following code:
```python
from datasets import load_dataset
phd = load_dataset("AIMClab-RUC/PhD-package")['phd_base'] # options include (phd_base, phd_sec, phd_icc, phd_ccs)
# see phd[0]['json']['question']
```
The loaded dataset includes the following fields:
- **question_id**
- **question**
- **answer**
- **image**
- **task**
- **mode** |