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Browse files- .gitattributes +1 -0
- README.md +146 -2
- data/DocLayNet/DocLayNet.jsonl +3 -0
- data/DocLayNet/content_image.tar.gz +3 -0
- data/DocLayNet/overall_image.tar.gz +3 -0
.gitattributes
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@@ -53,3 +53,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.jpg filter=lfs diff=lfs merge=lfs -text
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*.jpeg filter=lfs diff=lfs merge=lfs -text
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*.webp filter=lfs diff=lfs merge=lfs -text
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*.jpg filter=lfs diff=lfs merge=lfs -text
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*.jpeg filter=lfs diff=lfs merge=lfs -text
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*.webp filter=lfs diff=lfs merge=lfs -text
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data/DocLayNet/DocLayNet.jsonl filter=lfs diff=lfs merge=lfs -text
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README.md
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@@ -8,10 +8,154 @@ A mini version of "PIN: A Knowledge-Intensive Dataset for Paired and Interleaved
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This dataset contains 10M samples with PIN format.
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## Dataset statistics
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TODO
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## License
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This dataset contains 10M samples with PIN format.
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## 1 Dataset statistics
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DocLayNet: 68, 757
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## 2 Data Structure
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### 2.1 Folder Structure
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```
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example_dataset/
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│
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├── content_image/ - 包含内容里面的图片。
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├── overall_image/ - 包含每一个多模态文档的整体概览的图片。
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└── example_dataset.jsonl - 包含数据集元数据的JSON Lines文件。
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```
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值得注意的是,单个文件夹下的文件数量最好不要超过 100,000个(10万)。假如是分part的话,我们可以考虑多个文件夹,如下:
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```
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example_dataset/
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│
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├── part00/
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│ ├── content_image/
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│ ├── overall_image/
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│ └── part00.jsonl - 包含第一部分数据集元数据的JSON Lines文件。
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│
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├── part01/ - 数据集的第二部分,结构与part00相同。
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│ ├── content_image/
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│ ├── overall_image/
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│ └── part01.jsonl
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│
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... - 更多类似的部分。
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```
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### 2.2 JSON Lines Format
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该名称我们可以根据情况不同而进行讨论确定。不过我个人倾向于与父文件夹保持一致。
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其中一条数据:
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该名称我们可以根据情况不同而进行讨论确定。不过我个人倾向于与父文件夹保持一致。
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其中一条数据:
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```
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{
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"id": 0,
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"meta": {
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"language": "en",
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"doc_id": "NYSE_F_2004.pdf",
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"oi_exist": true,
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"ori_meta": null,
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"download_date": "2024-03-16",
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"source_dataset": "DocLayNet",
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"page_id": "72"
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},
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"quality_signals": null,
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"license": "https://cdla.io/permissive-1-0/",
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"overall_image": "overall_image/c6effb847ae7e4a80431696984fa90c98bb08c266481b9a03842422459c43bdd.png",
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"md": "markdown file"
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"content_image": [
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"content_image/13.jpg",
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"content_image/14.jpg"
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]
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}
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```
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解释:
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- id: 每一个条数据的唯一id。
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- meta: 每条数据(多模态文档)的meta信息。
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+ language: 语言,中文(zh),英文(en)等。
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+ source_dataset: 假如该文档是转换而来的,则在此标注出原始的数据集名称,如不是则为None。
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+ doc_id: 一个唯一的document id,标识该文档的名称信息等。
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+ page_id: 一个唯一的page id,标识该文档所在页码位置。如只有一个页码,那就为None,只有多文档的时候才会有page_id,一般从1开始。
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+ download_date: 下载日期。
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+ ori_meta: 原始的数据集也许会包含meta信息,所以在此保留了,假如无则为None。
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+ oi_exist: 是否存在overall image。True or False。假如是True,则意味着overall image来自于数据集本身,假如为False则是通过我们的代码的编译结果。
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+ ...
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- quality_signals: 质量信号,参考了redpajama v2的设计。
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+ doc_length: 文档长度。
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+ ...
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- content_image: 存放该文档内提到的images的列表,如无则为None。有的话,[image1, image2, image3, ...]。
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- overall_image: 存放对应的overall image的路径。
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- md:存放markdown内容本身。
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- license:存放license。
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### 2.3 content_image 文件夹
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存放各个文档里面用到的图片。
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注:需要全部都转换成png格式。文件名只要是文件夹内唯一即可。
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```
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content_image/
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│
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├── 1.png
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├── 2.png
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...
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```
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### 2.4 overall_image 文件夹
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存放各个文档对应的overall图片。
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注:需要全部都转换成png格式。文件名只要是文件夹内唯一即可。
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```
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overall_image/
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│
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├── 1.png
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├── 2.png
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...
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```
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### 2.5 Examples of jsonl files
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考虑到文章的长度有限,所以我们特地选择了比较短的markdown文件的样例。
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An example of DocLynet:
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```json
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{
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"id": 0,
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"meta": {
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"language": "en",
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"oi_exist": true,
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"source_dateset": "DocLayNet",
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"ori_meta": null,
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"doc_id": "NYSE_F_2004.pdf",
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"page_id": "0",
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"date_download": "2024-3-24"
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},
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"quality_signals": null,
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"license": "https://cdla.io/permissive-1-0/",
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"content_image": [
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"content_image/34102.jpg"
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],
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"overall_image": "overall_image/3562e47265520f7a72f3eac73aadfe19a78531698c3b50d7670b8ad9b214106b.png",
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"md": "<img src='content_image/34102.jpg'>\n\n# Ford Motor Company / 2004 Annual Report \n\n# R W A R D F O R W A R D \n\n"
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}
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```
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TODO
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## License
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混合License。
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如,该数据来自我们自己的制作,请遵循Apache 2.0 License。如,该数据来自第三方,请遵循该第三方的License。
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data/DocLayNet/DocLayNet.jsonl
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version https://git-lfs.github.com/spec/v1
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oid sha256:71f299c412dac292352df7895357a65cc67730221f34bf27ee514040a1f3e225
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size 186007455
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data/DocLayNet/content_image.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:424509fb6480374b3253ec29ab9128a877762b540fec54c0f75b2eb364ab7784
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size 1436224916
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data/DocLayNet/overall_image.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:b8216c6747eb3267597cf40f8ee99776ca03ef47139dac086c2edb587ce1381a
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size 25584950926
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