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A Grammar Stopped My Model Inventing FAR Clauses. It Also Made It Refuse the Real Ones

Constrained decoding cut fabricated clause numbers from 57 of 60 to 0. With an abstain option added, a 1.5B model answered "none" to every question that named a clause number, real or not. The Setup FlipGate (my previous project) found that quantised LLMs fabricate FAR/DFARS clause numbers; AWQ inv…

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  1. 2026-10-09 14:32 · DEV Community — Machine Learning
    A Grammar Stopped My Model Inventing FAR Clauses. It Also Made It Refuse the Real Ones

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