Post
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πΉπ· 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.
π Document AI β Werea-DocOCR-1B
π‘οΈ Cybersecurity β Werea-NanoSOC-8B
π Privacy / KVKK β Werea-KVKK-Agent-4B
π Retrieval β DUSUNEN-Rota-270M
ποΈ Speech β Werea-TSS
π§ Turkish NLP β NER, NLI, QA, Intent, Sentiment, Topic & more
ποΈ Computer Vision β Gemstone
And we want the results to be measurable.
Some of our published benchmarks:
π·οΈ NER β **91.7% F1** β WikiANN-tr
ποΈ Topic β **92.8% accuracy** β TTC4900
π― Intent β **88.2% accuracy** β MASSIVE-tr
𧩠NLI β **74.5% accuracy** β XNLI-tr
β QA β **72.7% F1** β TQuAD2
π 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. πΉπ·
Open to everyone.
π€ Explore Werea:
Werea-co
π Document AI:
Werea-co/Werea-DocOCR-1B
π‘οΈ NanoSOC:
Werea-co/Werea-NanoSOC-8B
π KVKK Agent:
Werea-co/Werea-KVKK-Agent-4B
π Rota:
Werea-co/DUSUNEN-Rota-270M-v3
If you're building Turkish AI, follow Werea β there's much more coming.
**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.
π Document AI β Werea-DocOCR-1B
π‘οΈ Cybersecurity β Werea-NanoSOC-8B
π Privacy / KVKK β Werea-KVKK-Agent-4B
π Retrieval β DUSUNEN-Rota-270M
ποΈ Speech β Werea-TSS
π§ Turkish NLP β NER, NLI, QA, Intent, Sentiment, Topic & more
ποΈ Computer Vision β Gemstone
And we want the results to be measurable.
Some of our published benchmarks:
π·οΈ NER β **91.7% F1** β WikiANN-tr
ποΈ Topic β **92.8% accuracy** β TTC4900
π― Intent β **88.2% accuracy** β MASSIVE-tr
𧩠NLI β **74.5% accuracy** β XNLI-tr
β QA β **72.7% F1** β TQuAD2
π 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. πΉπ·
Open to everyone.
π€ Explore Werea:
π Document AI:
Werea-co/Werea-DocOCR-1B
π‘οΈ NanoSOC:
Werea-co/Werea-NanoSOC-8B
π KVKK Agent:
Werea-co/Werea-KVKK-Agent-4B
π Rota:
Werea-co/DUSUNEN-Rota-270M-v3
If you're building Turkish AI, follow Werea β there's much more coming.