Not every task requires the largest model. The open-source Mellum2 is a 12B-parameter mixture-of-experts model that combines strong coding and language capabilities with exceptional efficiency for routing, RAG, and sub-agents.
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This war memorial in Vácrátót, Hungary, was designed by sculptor Böjte Horváth István and unveiled in 2014 to honor local soldiers from both World Wars.