same-family-guidance

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#same-family-guidance

LLM-Driven Neural Network Generation with Same-Family Architecture Guidance: Disentangling Transfer and Adaptation

arXiv cs.LG · 2026-07-08 Cached

This paper proposes a source-guided protocol where an LLM generates candidate modifications for a weak target model using a stronger same-family source model, showing substantial accuracy improvements on CIFAR-10 and SVHN benchmarks while disentangling transfer from adaptation effects.

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