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Blocks, scaling, and operators.Let{B 1,

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cs.LG 1

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2025 1

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UNVERDICTED 1

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TRINITY: An Evolved LLM Coordinator

cs.LG · 2025-12-04 · unverdicted · novelty 6.0

A compact 0.6B-parameter coordinator with a 10K-parameter head uses evolutionary strategy to dynamically delegate roles to LLMs, achieving SOTA results such as 86.2% on LiveCodeBench.

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  • TRINITY: An Evolved LLM Coordinator cs.LG · 2025-12-04 · unverdicted · none · ref 25

    A compact 0.6B-parameter coordinator with a 10K-parameter head uses evolutionary strategy to dynamically delegate roles to LLMs, achieving SOTA results such as 86.2% on LiveCodeBench.