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README.md

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 ---
-dataset_info:
-  features:
-  - name: image
-    dtype: image
-  - name: raw_queries
-    list: string
-  - name: broad_topical_query
-    dtype: string
-  - name: broad_topical_explanation
-    dtype: string
-  - name: specific_detail_query
-    dtype: string
-  - name: specific_detail_explanation
-    dtype: string
-  - name: visual_element_query
-    dtype: string
-  - name: visual_element_explanation
-    dtype: string
-  - name: parsed_into_json
-    dtype: bool
-  - name: markdown
-    dtype: string
-  - name: inference_info
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 598481
-    num_examples: 5
-  download_size: 620052
-  dataset_size: 598481
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
+tags:
+- ocr
+- document-processing
+- falcon-ocr
+- plain
+- uv-script
+- generated
+viewer: false
 ---
+
+# Document Processing using Falcon OCR (plain mode)
+
+This dataset contains OCR results from images in [davanstrien/ufo-ColPali](https://huggingface.co/datasets/davanstrien/ufo-ColPali) using [Falcon OCR](https://huggingface.co/tiiuae/Falcon-OCR), a 0.3B early-fusion vision-language model.
+
+## Processing Details
+
+- **Source Dataset**: [davanstrien/ufo-ColPali](https://huggingface.co/datasets/davanstrien/ufo-ColPali)
+- **Model**: [tiiuae/Falcon-OCR](https://huggingface.co/tiiuae/Falcon-OCR)
+- **Task Mode**: `plain` - Full-page text extraction
+- **Number of Samples**: 5
+- **Processing Time**: 2.3 min
+- **Processing Date**: 2026-04-07 17:25 UTC
+
+### Configuration
+
+- **Image Column**: `image`
+- **Dataset Split**: `train`
+- **Max Output Tokens**: 2,048
+- **Backend**: Transformers
+
+## Model Information
+
+Falcon OCR is a compact early-fusion model that processes image patches and text tokens
+in a shared Transformer. Key results:
+- 80.3% on olmOCR benchmark
+- 88.64% on OmniDocBench
+- 87.1% on multi-column documents (best in class)
+- 90.3% on tables (best in class)
+
+## Reproduction
+
+```bash
+uv run https://huggingface.co/datasets/uv-scripts/ocr/raw/main/falcon-ocr.py \
+    davanstrien/ufo-ColPali \
+    <output-dataset> \
+    --task-mode plain \
+    --image-column image
+```
+
+Generated with [UV Scripts](https://huggingface.co/uv-scripts)