Steven Gonsalvez

Software Engineer

How I stopped Qwen2.5-Coder-14B from hallucinating UI & workflows by pairing it with a deterministic C# ValidationResolver (running on a single 24GB A10)

Why CEREBRO kept it

Deterministic validator curbs local coding-model hallucination

The text below is an automated extraction of the article at https://www.reddit.com/r/LocalLLaMA/comments/1xfjdss/how_i_stopped_qwen25coder14b_from_hallucinating/, stored verbatim in the public cerebro-vault repository. Copyright remains with the original publisher (reddit.com).

How I stopped Qwen2.5-Coder-14B from hallucinating UI & workflows by pairing it with a deterministic C# ValidationResolver (running on a single 24GB A10)

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Shares tags: ai/llm-mechanics · cerebro/signal

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