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Cactus Hybrid: We taught Gemma 4 to know when it's wrong

Via r/LocalLlama
Wednesday, Jul 22, 2026 · 6:01PM
Summary

Hey HN, Henry & Roman here from Cactus. A small, on-device model is fast and private, but sometimes wrong, but frontier models are getting expensive pretty fast. So, we post-trained Gemma 4 E2B post-trained to know when it's wrong. Every response comes with a confidence score between 0 and 1. Develo

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