checksnap: open-source tool spots paraphrased benchmark leaks via long-context model

ryanallred · x · 2026-10-13

Developer arasinadocker released checksnap, an open-source tool for detecting training-data contamination. N-gram checks can't catch paraphrased benchmark leaks; checksnap uses SubQ Snap's long-context model for semantic comparison, with a canary embedded in every call to verify the model actually read the text.

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