Author

Jonathan Geuter

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Preprint Aug 2026

Thinking at the Right Size: Amortized Distillation Across Post-Trained LLMs

ADAPT---Amortized Distillation Across Post-Trained LLMs is introduced, a framework for amortizing distillation across both axes of a model family: size and post-training variant, producing models for interpolated sizes across post-trained variants with a single distillation run.

Yan Zhou, Sara Kangaslahti, Jonathan Geuter et al. · 0 citations