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newsReddit r/devopsTrust 52 · CommunityPublished 28d agoLive · 27d ago

If you had a 300M parameter model, what would you optimize it for?

Im working on AI infrastructure and have been thinking about where small language models actually make the most sense. Suppose you had a 300M parameter model and your goal wasnt to compete with large frontier models at everything, but instead to consistently outperform much larger models (2B–20B) on one specific use case. What would you optimize it for? A few ideas that came to my mind: Code generation

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