System 0 for your LLM: learns the fixed-choice answers your LLM gives (intents, routing, moderation) and serves the repeats in microseconds from a small CPU table, at most 5% disagreement, certified. Zero-code proxy for the OpenAI Decisions API, System One and chat models.
Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending
Oct 11, 2026
Stars +0 in 1 day
Forks +0 in 1 day
Merged PRs 0 in 1 day
Trendshift Trendingwhere the repository ranked each day it made the top 25
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| Day | Stars gained | Forks gained | Merged PRs |
|---|---|---|---|
| Sun, Oct 11, 2026 | +0 | +0 | 0 |
| Total | +0 | +0 | 0 |
Distilling an LLM's fixed-choice decisions into a hashed int8 table with a Learn-then-Test agreement certificate
r/LocalLLM
it knows when it doesn't know. Before it answers anything, it's tested on answers it never saw. It only answers where it agrees with your LLM 95%+ of the time. Anything else still goes to your LLM.…
@2796gaurav · x.com
