ChipNeMo: Domain-Adapted LLMs for Chip Design

This is a Plain English Papers summary of a research paper called ChipNeMo: Domain-Adapted LLMs for Chip Design. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter.

Overview

• ChipNeMo aims to explore using large language models (LLMs) for industrial chip design


• They use domain adaptation techniques like custom tokenization, continued pretraining, model alignment, and adapted retrieval models


• Evaluated on 3 chip design tasks: engineering assistant chatbot, EDA script …

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