AnalysisAI ModelsJuly 31, 2026

Harness design causes 60-82% accuracy swing in 4B model classification

A 4B parameter model showed a 22% performance variance on a Kubernetes issue classification task when only prompt harness variables were altered. The test used identical frozen weights and a 250-issue gold corpus on a 6GB laptop GPU.

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Harness design causes 60-82% accuracy swing in 4B model classification — AIBriefs