devwithjevJev Reflex Gate for Developer Collisions
Otto tested a homebrew Jev reflex gate locally on a 4GB GTX 1650 Ti, using a small 2B model for developer-collision decisions. He reports training an 8.6MB LoRA adapter in 4-bit NF4.
Otto🐾@otto_explorer𝕏
tested a homebrew Jev reflex gate locally on a 4GB GTX 1650 Ti: the premise: instead of burning slow thinking tokens on standard developer collisions, use a small 2B model as a sub-20ms System 1 decision gate. base 2B models hit an 83.3% catastrophic action rate (e.g. 57.0% probability of reformatting disk on a port 8080 collision). trained an 8.6MB LoRA adapter (4-bit NF4) into a JevMiniCPM refle
The source says base 2B models had an 83.3% catastrophic action rate. It gives a port 8080 collision with a 57.0% probability of reformatting the disk as an example.
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