NotDiamond interactive benchmarks methodology
Interactive benchmarks for evaluating model routing; new evaluation methodology that adapts to user preferences in real-time
XNot a typed-decision job: needs written output, plain rules or lookups would do it, or needs raw image or audio. Also marks ideas that must not be built.3.37
Key facts
- Vertical
- Software & tech
- Function
- Agents & dev
- Status
- Seen in the wild
- Volume
- routine
- Value
- meaningful
- Risk
- low
- Evidence
- described plan
- Flags
- check-fit
Source: https://www.notdiamond.ai/blog/interactive-benchmarks-a-new-methodology-for-evaluating-model-routing
Build this with a classifier
Define a typed decision with a bounded answer, then evaluate it on examples.
{
"decision_type": "choice",
"question": "Does this input match the decision in “NotDiamond interactive benchmarks methodology”?",
"input": "<input to classify>",
"output": "one label from a fixed list"
}Related use cases
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