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ORGANIZATION
@moganai
Open-source initiative from Türkiye working towards Turkish language models (MoganBERT-TR), by Furkan Yılmaz, Habibe Aleyna Taşdemir and Muhammed Faruk Gözay. Publishes non-commercial decision models.
A single-pass decision encoder on ModernBERT-large that returns a calibrated probability for every option and a value-of-information score for each candidate clarifying question, so it can ask, decide or hand off. Uses Laya's typed question format.
94.2%31 mscc-by-nc-4.0
Mogan AI's 31B decision model: a LoRA adapter (r=128) on Gemma-4-31B-it that answers choice (2 to 255 options) and noul questions in one forward pass, reading a probability for every option from the option-label logits. Weights are non-commercial.
107 ms31Bcc-by-nc-4.0
