diff --git a/README.md b/README.md
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+---
+pretty_name: VLURes
+license: mit
+task_categories:
+- image-text-to-text
+tags:
+- multilingual
+- vision-language
+- evaluation
+- image-captioning
+---
+
+# VLURes
+
+This repository contains a Hugging Face-ready version of the VLURes dataset.
+
+## Structure
+
+- `train/images/en/`, `train/images/sw/`, `train/images/ur/`, `train/images/jp/`
+- `train/metadata.parquet`
+- `train/metadata.csv`
+- `train/pairing_report.csv`
+- `train/unmatched_images.txt`
+- `train/unmatched_texts.txt`
+
+## Metadata fields
+
+- `id`: stable example id
+- `file_name`: relative path to the image
+- `text`: paired text
+- `language`: language tag
+- `orig_image_name`: original image filename
+- `orig_text_name`: original text filename
+- `pairing_method`: matching method used by the preparation script
+- `pairing_score`: confidence score for fuzzy matching, or 1.0 for exact matches
+
+## Example loading
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("imagefolder", data_dir=".")
+print(ds["train"][0])
+```
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