Post
1224
🇹🇷 We trained a 1B OCR model specifically for Turkish enterprise documents.
**Werea-DocOCR-1B v2**
The result surprised us:
LightOnOCR-2 base → **64.2% CER**
Werea-DocOCR v1 → **~8.1% CER**
Werea-DocOCR v2 → **0.15% CER** 🚀
Evaluated on a held-out 72-page test set across 12 Turkish document types and 3 different capture conditions.
📄 12 Turkish enterprise document types
🧪 12,960 synthetic training pages
📱 Digital + scanned + phone photos
📊 Tables → structured Markdown
⚙️ Full-parameter fine-tuning
🖥️ Trained on a single RTX 3090
It handles:
• e-Invoices
• rental contracts
• bank receipts
• payroll documents
• insurance policies
• vehicle documents
• official correspondence
• trade registry documents
• SGK-style tables
• and more.
**Model 🤗**
Werea-co/Werea-DocOCR-1B
**Dataset 📚**
Werea-co/werea-tr-doc-ocr-enterprise-v2
**Werea 🇹🇷**
Werea-co
We're building open AI models from Türkiye.
This is just the beginning.
#HuggingFace #OCR #DocumentAI #TurkishAI #OpenSourceAI #ComputerVision
**Werea-DocOCR-1B v2**
The result surprised us:
LightOnOCR-2 base → **64.2% CER**
Werea-DocOCR v1 → **~8.1% CER**
Werea-DocOCR v2 → **0.15% CER** 🚀
Evaluated on a held-out 72-page test set across 12 Turkish document types and 3 different capture conditions.
📄 12 Turkish enterprise document types
🧪 12,960 synthetic training pages
📱 Digital + scanned + phone photos
📊 Tables → structured Markdown
⚙️ Full-parameter fine-tuning
🖥️ Trained on a single RTX 3090
It handles:
• e-Invoices
• rental contracts
• bank receipts
• payroll documents
• insurance policies
• vehicle documents
• official correspondence
• trade registry documents
• SGK-style tables
• and more.
**Model 🤗**
Werea-co/Werea-DocOCR-1B
**Dataset 📚**
Werea-co/werea-tr-doc-ocr-enterprise-v2
**Werea 🇹🇷**
We're building open AI models from Türkiye.
This is just the beginning.
#HuggingFace #OCR #DocumentAI #TurkishAI #OpenSourceAI #ComputerVision