SEKI: Self-Evolution and Knowledge Inspiration based Neural Architecture Search via Large Language Models

Zicheng Cai, Yaohua Tang, Yutao Lai +3

We introduce SEKI, a novel large language model (LLM)-based neural architecture search (NAS) method. Inspired by the chain-of-thought (CoT) paradigm in modern LLMs, SEKI operates i…