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What aspects of local LLMs are not scaling/compressing well over time?

Via r/LocalLlama
Wednesday, Mar 25, 2026 · 3:19PM
Summary

Hey r/LocalLLaMA, We’re living through something wild: “intelligence density” / capability density is scaling insanely well. Last year’s flagship 70B-class performance is now routinely matched or beaten by today’s 30B (or even smaller) models thanks to better architectures, distillation, quantizatio

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