---
license: apache-2.0
language:
- ur
tags:
- ocr
- urdu
- vision
- unsloth
base_model: unsloth/DeepSeek-OCR
---

# Urdu OCR Model - اردو او سی آر

Fine-tuned DeepSeek-OCR model for Urdu text recognition.

## Model Description

This model is fine-tuned on Urdu text images for optical character recognition (OCR) tasks.

## Usage

```python
from unsloth import FastVisionModel
from transformers import AutoModel

model, tokenizer = FastVisionModel.from_pretrained(
    "nomypython/urdu-ocr-deepseek",
    load_in_4bit=True,
    auto_model=AutoModel,
    trust_remote_code=True,
)

FastVisionModel.for_inference(model)

result = model.infer(
    tokenizer,
    prompt="<image>\nExtract Urdu text from this image:",
    image_file="your_image.png",
    image_size=640,
    base_size=640,
    crop_mode=False,
)

print(result)
```

## Training Details

- Base Model: DeepSeek-OCR
- Fine-tuned for: Urdu OCR
- Framework: Unsloth
- LoRA Rank: 16

## Intended Use

Extract Urdu text from images containing printed or handwritten text.