Same-family source guidance lets LLMs improve weak neural nets over non-source controls, with recipe adaptation (not mere copy) explaining large SVHN AlexNet gains.
Enhancing LLM-based neural network generation: Few-shot prompting and efficient vali- dation for automated architecture design
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LLM-Driven Neural Network Generation with Same-Family Architecture Guidance: Disentangling Transfer and Adaptation
Same-family source guidance lets LLMs improve weak neural nets over non-source controls, with recipe adaptation (not mere copy) explaining large SVHN AlexNet gains.