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Build a Tiny Grader Before You Trust a Free Model Endpoint

Here is what my grader printed the first time I pointed it at a free model endpoint: $ python grade.py fixtures/ml101.jsonl q01 PASS exact expected "step size" q02 PASS contains q03 PASS contains ... q17 FAIL numeric expected "75%" got "0.75" q18 FAIL exact expected "sigmoid" got "Answer: sigmoid"…

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  1. 2026-11-08 19:06 · DEV Community — Machine Learning
    Build a Tiny Grader Before You Trust a Free Model Endpoint

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