Specialization vs Generality

Can a 3B fine-tuned model + GraphRAG compete with a ~70B parameter premium API?

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Thesis

A specialized system (fine-tuned + structured context) can match or exceed much larger generic models on domain-specific tasks.

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Premium API

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~70B params · Prompt engineering only

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Specialized System

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3B fine-tuned + GraphRAG · Identity: Classic Strategist

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