system-one-categorizer-demo

SciScend/system-one-categorizer-demo

Jev vs Laya on Bulgarian: two System One models suggest a category for each blog post. A local BgGPT names new topics.

Python

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Bench of typed decision models: Jev vs OpenJev vs Laya, small local LLMs and cheap hosted LLMs on the same zero-shot classification tasks, in English and French.
共同主题: benchmark, laya
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共同主题: ai-agents, benchmark
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Run the new wave of decision models (Laya, Decider, Kev, Jev) side by side on your Mac. Structured input in, calibrated probabilities out, with honest accuracy, calibration, latency and memory numbers.
共同主题: benchmark, laya