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Farshad Ghorbanishovaneh

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#small language model Book Open access Oct 2026

Selective Circuit Preservation During Compression of Large Language Models for Edge Deployment

This dissertation asks whether compression can be made capability-aware by borrowing the unit of analysis from mechanistic interpretability, and presents the problem formulation, the gap identified in a targeted review of the compression and interpretability literatures, and the design of a first experiment measuring c...

Farshad Ghorbanishovaneh · 0 citations
#small language model Book Open access Oct 2026

Selective Circuit Preservation During Compression of Large Language Models for Edge Deployment

This dissertation asks whether compression can be made capability-aware by borrowing the unit of analysis from mechanistic interpretability, and presents the problem formulation, the gap identified in a targeted review of the compression and interpretability literatures, and the design of a first experiment measuring c...

Farshad Ghorbanishovaneh · 0 citations

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