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snovv_crashtoday at 10:11 AM1 replyview on HN

Cool idea. How do you handle temperature in the verification?


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vfornotoday at 10:41 AM

Ho thanks for the comment. Verification does not depend on temperature. Expert execution is deterministic (pure matmul). LUMABRI_VERIFY=N re-runs N% of the calls on a second replica and requires byte-identical output. Temperature (and sampling) happens only on the chatter, after the experts return their activations. So it can be any value (0, 0.7, 1.2…) without affecting the verification contract.

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