Update README.md

README.md

@@ -21,8 +21,46 @@ configs:
     path: data/train-*
   - split: test
     path: data/test-*
+license: gpl-3.0
+task_categories:
+- image-to-text
+language:
+- ar
+pretty_name: Arabic Img2MD
+size_categories:
+- 10K<n<100K
 ---
 
+# Arabic Img2MD
+
+## Dataset Summary
+
+The `arabic-img2md` dataset consists of **15,000 examples** of PDF pages paired with their Markdown counterparts. The dataset is split into:
+- **Train:** 13,700 examples
+- **Test:** 1,520 examples
+
+This dataset was created as part of the open-source research project **Arabic Nougat** to enable OCR and Markdown extraction from Arabic documents. It contains mostly **Arabic text** but also includes examples with **English text**.
+
+## Usage
+
+The dataset was used to train two models:
+- `arabic-base-nougat`
+- `arabic-large-nougat`
+
+These models are designed for **OCR** tasks and converting PDF content to Markdown in the Arabic language context.
+
+## Research Context
+
+The dataset supports the findings of the research paper:
+**[Arabic-Nougat: Fine-Tuning Vision Transformers for Arabic OCR and Markdown Extraction](https://huggingface.co/papers/2411.17835)**.
+
+## Licensing
+
+This dataset is released under the **GPL-3.0 License**, ensuring its open-source availability.
+
+## Citation
+
+If you use this dataset, please cite the corresponding research paper:
 ```bibtex
 @misc{rashad2024arabicnougatfinetuningvisiontransformers,
       title={Arabic-Nougat: Fine-Tuning Vision Transformers for Arabic OCR and Markdown Extraction}, 
@@ -33,4 +71,4 @@ configs:
       primaryClass={cs.CL},
       url={https://arxiv.org/abs/2411.17835}, 
 }
-```
+```