LLM quality plugin for InferenceBench Suite (deterministic fixture scoring; LLM-as-judge deferred)
Project description
inferencebench-quality
Quality (accuracy) plugin for the InferenceBench Suite.
Scores model answers against bundled fixture ground-truth using deterministic exact-match, substring-match, or token-F1 strategies. LLM-as-judge is deferred to a later revision — this is the contract-validation skeleton that proves the plugin abstraction is not vLLM/perf-specific.
Suite ID: llm.quality
Bundled benchmarks:
llm.quality.factual-mini— 10 short factual questions, substring-match scoring.llm.quality.reasoning-mini— 10 GSM8K-style single-number answers, exact-match scoring.
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