Glossary · term96 of 202
instruction-following score
A measured rate of how often a model actually obeys a stated instruction, split by whether the instruction shows up inside its reasoning trace or only in the final answer.
also written as IFS · instruction following rate · reasoning IFS · response IFS
Related terms
reasoning modelA model trained to produce an internal chain of thought before its final answer, trading extra deliberation for higher capability on hard problems.view termreasoning traceThe intermediate chain-of-thought text a reasoning model produces while working toward an answer, kept separate from the final response it returns. Instructions aimed at the trace are followed far less reliably than instructions aimed at the response.view term
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