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Domain Adaptation of LLMs for Materials Science: Dataset Curation, Fine-Tuning, and Evaluation Benchmark

Shen, ShiyaoGeorgia Institute of Technology2025

… natural language datasets and evaluation benchmarks. To overcome this challenge, the thesis introduces a curated instruction-tuning dataset composed of diverse question-answer (QA) pairs drawn from various materials science sources such as textbooks, property databases, and expert forums. …

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