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Younes Javanmard

Institut für Theoretische Physik, Leibniz Universität Hannover, Appelstraße 2, 30167 Hannover, Germany

Papers on Lattice

1

Total citations

0

Topics

3

h-index

5

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Inference & Quantization (1)Open-Source Models & Weights (1)

Frequent co-authors

Tanmoy Pandit (1)Masoud Mardani (1)

Papers (1)

Mar 30, 2026

Institut für Theoretische PhysikMar 30, 2026·also National High Magnetic Field Laboratory, VTT

Compressing Transformer Language Models via Matrix Product Operator Decomposition: A Case Study on PicoGPT

Forget pruning or quantization: MPO decomposition lets you compress a transformer by 13x while retaining 97% accuracy.

Younes Javanmard, Tanmoy Pandit, Masoud Mardani

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization Open-Source Models & Weights