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conformal field theory 1crossing symmetry 1neural networks 1non-perturbative methods 1spectral bias 1

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20242026
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cs.CL2026

FeynTune: Large Language Models for High-Energy Theory

Paul Richmond, Prarit Agarwal, Borun Chowdhury +2

We present specialized Large Language Models for theoretical High-Energy Physics, obtained as 20 fine-tuned variants of the 8-billion parameter Llama-3.1 model. Each variant was tr…