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.
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View cited sourceBench 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.
Shared topics: benchmark, laya
Independent, source-linked research on TypeSafe AI's Jev (System One), with 947 rubric-scored public repositories, recurring patterns, datasets, and bilingual documentation.
Shared topics: ai-agents, benchmark
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.
Shared topics: benchmark, laya