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