File size: 1,085 Bytes
df0636c a3694f0 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 |
---
license: mit
base_model: microsoft/Phi-3.5-vision-instruct
tags:
- OCR
pipeline_tag: image-text-to-text
---
# TB-OCR: an end-to-end OCR model handling text, math latex, and markdown formats all at once
## Model Summary
TB-OCR-preview (Text Block OCR), created by [Yifei Hu](https://x.com/hu_yifei), is an end-to-end OCR model handling text, math latex, and markdown formats all at once. The model takes a block of text as the input and returns clean markdown output. Headers are marked with `##`. Math expressions are guaranteed to be wrapped in brackets `\( inline math \) \[ display math \]` for easier parsing. This model does not require line-detection or math formula detection.
**Running the model in 4-bit only requires ~2.8GB VRAM to load and exhibits little to none degradation.**
This model is recommended to work with **TFT-ID-1.0**[[HF]](https://huggingface.co/yifeihu/TFT-ID-1.0), a text/tale/figure detection model, for full page document parsing.
## Sample Usage
|