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Reliability & Evaluation·LLM Fluency
eval

eval

/ɪˈvæl/

🧪 Reliability & Evaluation

a structured test used to measure how well a model or AI system performs a defined task

eval in a sentence

“The team ran an eval of 200 real support questions before releasing the new prompt.”

Origin of eval

Shortening of evaluation, from French evaluer to determine value

Related Words

rubric

an explicit set of criteria and scoring rules for judging an output

reference set

a curated collection of test inputs and trusted expectations used for evaluation

evaluation baseline

a simple or established result used as the comparison point for a new approach

model regression

a decline in behavior that previously worked after a model, prompt, tool, or system changes

drift

gradual change in inputs, outputs, or conditions that can reduce system performance over time

error analysis

the systematic inspection and classification of failures to identify patterns and fixes

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