my first test with jev, I directly replaced Optuna’s TPE

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The builder replaced Optuna's TPE sampler with Jev's output and ran the Kurobako benchmark, where it outperformed TPE halfway through.

The original post

my first test with jev, I directly replaced Optuna’s TPE sampler with jev output and ran the Kurobako performance benchmark for both optimization algorithms, It already outperformed TPE halfway through the benchmark

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Numbers are a snapshot taken from X when the case was added to the library (schema v1, collected 2026-09-19); they will not match today.

Where this case fits

Filed under coding & developer tools, classification & data extraction. In the pattern Jev is built for, the model answers a bounded question per step — and ordinary code acts on the answer, because the answer is already a value rather than a paragraph. Other posts in the same family are on the coding & developer tools page.

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Last updated: 2026-09-22 · sources & corrections · every card links to its author's original post