Mert Bozkurt

mertbozkurt

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reacted to GoktugD's post with 🔥 6 days ago

🇹🇷 Our 1B Turkish OCR model achieved 0.15% character error rate. But there's a catch. That result came from a controlled evaluation. Real-world documents are a different challenge. Blurry phone photos. Damaged receipts. Complex tables. Handwritten annotations. Low-resolution scans. These are the cases where OCR systems can struggle. We built Werea-DocOCR-1B, an open-source model specialized for Turkish enterprise documents. Our published evaluation: 📄 12 document categories 🧪 72 held-out synthetic test pages 📊 0.15% average CER 🖥️ Fine-tuned on a single RTX 3090 🔓 Apache 2.0 But here's what interests me more than another benchmark: Can the Hugging Face community find documents that break our model? 🔥 THE TURKISH OCR CHALLENGE I'm looking for difficult Turkish documents that expose real weaknesses. If you work with OCR, document AI, or multilingual models, I'd love your input. We'll use the most interesting failure cases to improve our evaluations and share what we learn. No inflated claims. No hiding failures. Just open models and measurable progress. 🤗 Model: https://huggingface.co/Werea-co/Werea-DocOCR-1B 📚 Dataset: https://huggingface.co/datasets/Werea-co/werea-tr-doc-ocr-enterprise-v2 🇹🇷 Built in Türkiye. Open to everyone. Follow @GoktugD and @Werea-co to see the results of the challenge and our next experiments. 💬 Question: What's the hardest document type you've ever tried to extract text from? #OCR #DocumentAI #OpenSourceAI #HuggingFace #TurkishAI

liked a Space about 1 month ago

cihatyldz/divan-turkish-llm-arena

liked a model about 2 months ago

Werea-co/Werea-DocOCR-1B

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liked a Space about 1 month ago

Divan — Türkçe LLM Arena

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Turkish LLM Arena - live model comparison

liked a model about 2 months ago

Werea-co/Werea-DocOCR-1B

Image-to-Text • 1B • Updated Aug 20 • 29 • 5

liked a dataset about 2 months ago

Werea-co/werea-tr-doc-ocr-enterprise-v2

Viewer • Updated Aug 19 • 13.9k • 750 • 2

liked 2 models 5 months ago

nvidia/nemotron-3.5-asr-streaming-0.6b

Automatic Speech Recognition • 0.6B • Updated Sep 10 • 923k • • 1.24k

nvidia/LocateAnything-3B

Image-Text-to-Text • 4B • Updated Jun 12 • 392k • 3.14k

liked a Space 5 months ago

OpenCS2 Dataset - Viewer

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Browse the CS2 dataset by match, map, round, and POV.

liked 2 models 5 months ago

thelamapi/next-ocr

Image-Text-to-Text • 9B • Updated Mar 1 • 1.11k • 34

openbmb/MiniCPM-V-4.6

Image-Text-to-Text • 1B • Updated Aug 17 • 159k • 1.25k

liked a Space 6 months ago

LLM Inference Benchmark

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Explore LLM performance with a leaderboard

liked 5 models 6 months ago

liked a model 7 months ago

zai-org/GLM-OCR

Image-to-Text • 1B • Updated Sep 11 • 1.78M • 2.19k

liked a model 8 months ago

Tongyi-MAI/Z-Image-Turbo

Text-to-Image • 6B • Updated Jan 30 • 741k • • 5.52k

liked 2 datasets 10 months ago

venetis/symptom_text_to_disease_mk4

Viewer • Updated Mar 10, 2023 • 6.66k • 24 • 4

gretelai/symptom_to_diagnosis

Viewer • Updated May 24, 2023 • 1.07k • 3.49k • 54

liked 2 models 11 months ago

google/gemma-3-270m-it

Text Generation • 0.3B • Updated Aug 14, 2025 • 78.3k • 698

MoritzLaurer/multilingual-MiniLMv2-L6-mnli-xnli

Zero-Shot Classification • 0.1B • Updated Apr 22, 2024 • 26.5k • • 52