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Cleo: trying to fit full analyst behavior in a 2B model [P]

Via r/MachineLearning
Monday, Jun 15, 2026 · 9:43PM
Summary

Hello all! Half of all industrial "chatbots" are just text-to-SQL models in a trenchcoat (and the other half RAG!). I wanted to explore just how small you could make these models if you trained, evaluated, and ran inference in the exact same structured harness, leading to Cleo: a Qwen3.5-2B-Base fin

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