Datasets:
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---
task_categories:
- visual-question-answering
tags:
- MLLM
- hallucination evaluation
- VQA
- perception
configs:
- config_name: default
data_files:
- split: phd_ccs
path: phd_webdataset/phd_ccs.tar
- split: phd_sec
path: phd_webdataset/phd_sec.tar
- split: phd_icc
path: phd_webdataset/phd_icc.tar
- split: phd_base
path: phd_webdataset/phd_base.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. The data in this repo is totally the same as in [**PhD**](https://huggingface.co/datasets/AIMClab-RUC/PhD).
## 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** |