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Ba2han / Liquid-Turkish-MiniOCR-V0.2
Model's Last Updated: April 15 2026
image-text-to-text
Introduction of Liquid-Turkish-MiniOCR-V0.2
Model Details of Liquid-Turkish-MiniOCR-V0.2
Example Script/Örnek Script
from transformers import pipeline
# ── Config ──
model_name = "Ba2han/Liquid-Turkish-MiniOCR-V0.2"
image_url = "https://gezivita.com/wp-content/uploads/2017/10/Atat%C3%BCrk-diyor-ki.jpg"
# ── Pipeline ──
pipe = pipeline("image-text-to-text", model=model_name)
messages = [{"role": "user", "content": [
{"type": "image", "url": image_url},
{"type": "text", "text": "Görev: Türkçe OCR"},
]}]
result = pipe(text=messages, max_new_tokens=500, return_full_text=False,
do_sample=True, temperature=0.3, top_k=10, min_p=0.2,
repetition_penalty=1.05)
print(result[0]["generated_text"])
Result/Sonuç
CUMHURİYET
Cumhuriyet ahlâkî fazilete müstenit bir idaredir. Cumhuriyet fazilettir. Sultanlık korku ve tehdide müstenit bir idaredir. Cumhuriyet idaresi faziletti ve namuskâr insanlar yetiştirir, sultanlık korkuya, tehdide müstenit olduğu için korkak, zelil, sefil, rezil insanlar yetiştirir. (14 Ekim 1925)
Şuur daima ileriye ve yeniliğe götürür, dönüşsüz bir haslet olduğuna göre, Türkiye Cumhuriyeti halkı, ileriye ve yeniliğe uzun adımlarla yürümeye devam edecektir. (1.9.1925)
Memnuniyetle tekrar görüyorum ki, Lâik Cumhuriyet esasında beraberiz. Zaten benim siyasi hayatta bir taraflı olarak daima aradığım ve arıyacağım temel budur. (11.3.1930)
Benim naçiz vücudum elbet birgün toprak olacaktır. Fakat Türkiye Cumhuriyeti ilelebet pâyidâr kalacaktır. (Mayıs 1929)
Türk Milletinin tabiat ve şiârına en mutabık (uygun) olan idare Cumhuriyet idaresidir. (1924)
Usage/Kullanım
Görevin, sana verilen sayfadaki tüm içeriği eğitim materyali standartlarına uygun, eksiksiz ve dijital olarak okunabilir bir metne dönüştürmektir.
Görev: Türkçe OCR
Türkçe dilindeki sayfayı transkribe et. Formatı korumak adına markdown kullan.
Uploaded model
- Developed by: Ba2han
- License: apache-2.0
- Finetuned from model : LiquidAI/LFM2.5-VL-1.6B
This lfm2_vl model was trained 2x faster with Unsloth
Runs of Ba2han Liquid-Turkish-MiniOCR-V0.2 on huggingface.co
9
Total runs
0
24-hour runs
0
3-day runs
-48
7-day runs
-43
30-day runs
More Information About Liquid-Turkish-MiniOCR-V0.2 huggingface.co Model
Url of Liquid-Turkish-MiniOCR-V0.2
Liquid-Turkish-MiniOCR-V0.2 huggingface.co Url
Provider of Liquid-Turkish-MiniOCR-V0.2 huggingface.co
Other API from Ba2han
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100.00%
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37.93%
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74.07%
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30.77%
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41.67%
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-130.00%
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5
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55.56%
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10
Run Growth:
-1
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-10.00%
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9
Run Growth:
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Growth Rate:
-88.89%
Total runs:
8
Run Growth:
-69
Growth Rate:
-862.50%
Total runs:
7
Run Growth:
-1
Growth Rate:
-14.29%
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Run Growth:
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60.00%
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60.00%
Total runs:
5
Run Growth:
-9
Growth Rate:
-180.00%
Total runs:
5
Run Growth:
2
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40.00%
Total runs:
5
Run Growth:
-3
Growth Rate:
-60.00%
Total runs:
4
Run Growth:
-31
Growth Rate:
-775.00%
Total runs:
4
Run Growth:
1
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25.00%
Total runs:
4
Run Growth:
-3
Growth Rate:
-75.00%
Total runs:
3
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1
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33.33%
Total runs:
3
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1
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33.33%
Total runs:
3
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0
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0.00%
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33.33%
Total runs:
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0.00%
Total runs:
3
Run Growth:
-7
Growth Rate:
-233.33%
Total runs:
3
Run Growth:
2
Growth Rate:
66.67%