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reacted to GoktugD's post with ❀️ 2 days ago
πŸ‡ΉπŸ‡· We started with one question: **How much of the Turkish AI stack can we build openly?** Today, Werea has grown to **19 open models on Hugging Face.** Not just LLMs. πŸ“„ Document AI β€” Werea-DocOCR-1B πŸ›‘οΈ Cybersecurity β€” Werea-NanoSOC-8B πŸ” Privacy / KVKK β€” Werea-KVKK-Agent-4B πŸ” Retrieval β€” DUSUNEN-Rota-270M πŸŽ™οΈ Speech β€” Werea-TSS 🧠 Turkish NLP β€” NER, NLI, QA, Intent, Sentiment, Topic & more πŸ‘οΈ Computer Vision β€” Gemstone And we want the results to be measurable. Some of our published benchmarks: 🏷️ NER β†’ **91.7% F1** β€” WikiANN-tr πŸ—‚οΈ Topic β†’ **92.8% accuracy** β€” TTC4900 🎯 Intent β†’ **88.2% accuracy** β€” MASSIVE-tr 🧩 NLI β†’ **74.5% accuracy** β€” XNLI-tr ❓ QA β†’ **72.7% F1** β€” TQuAD2 πŸ“„ DocOCR β†’ **0.15% CER** on our held-out Turkish enterprise document test Our goal isn't to upload as many models as possible. Our goal is to build an **open Turkish AI ecosystem**: Models. Datasets. Benchmarks. Demos. Real applications. Built from TΓΌrkiye. πŸ‡ΉπŸ‡· Open to everyone. πŸ€— Explore Werea: https://huggingface.co/Werea-co πŸ“„ Document AI: https://huggingface.co/Werea-co/Werea-DocOCR-1B πŸ›‘οΈ NanoSOC: https://huggingface.co/Werea-co/Werea-NanoSOC-8B πŸ” KVKK Agent: https://huggingface.co/Werea-co/Werea-KVKK-Agent-4B πŸ” Rota: https://huggingface.co/Werea-co/DUSUNEN-Rota-270M-v3 If you're building Turkish AI, follow Werea β€” there's much more coming.
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