Caption_With_Modality

# Hulu-Med Dataset
### A Transparent Generalist Model towards Holistic Medical Vision-Language Understanding

This repository provides the dataset used in the paper:

**Hulu-Med: A Transparent Generalist Model towards Holistic Medical Vision-Language Understanding**

The dataset is released in **three stages**, each split into multiple `.tar` part files.
To use the dataset, simply **merge the parts** and **extract** them.

---

## 0. Download (ModelScope)

```bash
modelscope download --dataset SongtaoJ/Caption_With_Modality --local_dir ./hulumed_data
```

---

## 1. Dataset Structure

```
hulumed_data/
├── Stage0/
│ ├── hulu_med_stage0_part00.tar
│ ├── hulu_med_stage0_part01.tar
│ ├── hulu_med_stage0_part02.tar
│ └── ...
├── Stage1/
│ ├── hulu_med_stage1_part00.tar
│ └── ...
└── Stage2/
├── hulu_med_stage2_part00.tar
└── ...
```

---

## 2. Merge & Extract

### Stage0
```bash
cd hulumed_data/Stage0
cat hulu_med_stage0_part*.tar > hulu_med_stage0.tar
tar -xf hulu_med_stage0.tar -C /path/to/output/Stage0
```

### Stage1
```bash
cd hulumed_data/Stage1
cat hulu_med_stage1_part*.tar > hulu_med_stage1.tar
tar -xf hulu_med_stage1.tar -C /path/to/output/Stage1
```

### Stage2
```bash
cd hulumed_data/Stage2
cat hulu_med_stage2_part*.tar > hulu_med_stage2.tar
tar -xf hulu_med_stage2.tar -C /path/to/output/Stage2
```

---

## 3. Final Output Layout

```
/path/to/output/
├── Stage0/
├── Stage1/
└── Stage2/
```

# Hulu-Med 数据集
### 面向全方位医学视觉语言理解的透明通用模型（Transparent Generalist Model towards Holistic Medical Vision-Language Understanding）

本仓库提供了论文 **《Hulu-Med：面向全方位医学视觉语言理解的透明通用模型》** 中使用的数据集。
该数据集以**三阶段**形式发布，每个阶段拆分为多个`.tar`分卷文件。
使用该数据集时，仅需先**合并分卷**再**解压**即可。

---

## 0. 下载（ModelScope）
bash
modelscope download --dataset SongtaoJ/Caption_With_Modality --local_dir ./hulumed_data

---

## 1. 数据集结构

hulumed_data/
├── Stage0/
│ ├── hulu_med_stage0_part00.tar
│ ├── hulu_med_stage0_part01.tar
│ ├── hulu_med_stage0_part02.tar
│ └── ...
├── Stage1/
│ ├── hulu_med_stage1_part00.tar
│ └── ...
└── Stage2/
├── hulu_med_stage2_part00.tar
└── ...

---

## 2. 合并与解压
### Stage0
bash
cd hulumed_data/Stage0
cat hulu_med_stage0_part*.tar > hulu_med_stage0.tar
tar -xf hulu_med_stage0.tar -C /path/to/output/Stage0

### Stage1
bash
cd hulumed_data/Stage1
cat hulu_med_stage1_part*.tar > hulu_med_stage1.tar
tar -xf hulu_med_stage1.tar -C /path/to/output/Stage1

### Stage2
bash
cd hulumed_data/Stage2
cat hulu_med_stage2_part*.tar > hulu_med_stage2.tar
tar -xf hulu_med_stage2.tar -C /path/to/output/Stage2

---

## 3. 最终输出目录结构

/path/to/output/
├── Stage0/
├── Stage1/
└── Stage2/