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instruction following 1multimodal reasoning 1parametric skill learning 1prefix-tuning 1skill composition 1

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cs.CL2026

SkillSmith: Learning to Compose Parametric Skills and Textual Knowledge

Lucio M. Dery, Benedict Aaron Tjandra, Siavash Samiei +4

SkillSmith is a method that lets a large language model reason over both textual knowledge and prefix‑tuned model weights, enabling it to generate new parametric skill prefixes for…