David Miheev

DeepDavid

·

https://davidmiheev.life

davidmiheev

AI & ML interests

Deep RL, Data Science

Recent Activity

reacted to GoktugD's post with ❤️ about 1 month ago

🇹🇷 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 🤗** https://huggingface.co/Werea-co/Werea-DocOCR-1B **Dataset 📚** https://huggingface.co/datasets/Werea-co/werea-tr-doc-ocr-enterprise-v2 **Werea 🇹🇷** https://huggingface.co/Werea-co We're building open AI models from Türkiye. This is just the beginning. #HuggingFace #OCR #DocumentAI #TurkishAI #OpenSourceAI #ComputerVision

liked a model about 1 month ago

Qwen/Qwen3.8-Flash-Next

liked a model about 2 months ago

Qwen/Qwen3.8-2.4T-A95B

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Organizations

DeepDavid 's models 8

DeepDavid/Qwen3.6-35B-A3B-qcache-q4k

34B • Updated Aug 5 • 94

DeepDavid/gemma-4-e4b-it-qcache-q8

5B • Updated Aug 5 • 37

DeepDavid/FLUX.1-schnell-gguf-q8

12B • Updated Aug 5 • 81

DeepDavid/Qwen3.5-0.8B-qcache-q8

0.8B • Updated Aug 5 • 26

DeepDavid/Qwen3.6-27B-qcache-q4k

26B • Updated Aug 5 • 32

DeepDavid/gemma-4-26b-a4b-it-qcache-q4k

25B • Updated Aug 5 • 42

DeepDavid/gemma-4-31b-it-qcache-q4k

31B • Updated Aug 5 • 23

DeepDavid/distilhubert-finetuned-1

23.7M • Updated Mar 1, 2025 • 3