Steering MoE LLMs via Expert (De)Activation
Mohsen Fayyaz · Seyed MohammadAli Modarressi · Hanieh Deilamsalehy · Franck Dernoncourt · Ryan Rossi · Trung Bui · Hinrich Schuetze · Nanyun (Violet) Peng
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Mohsen Fayyaz · Seyed MohammadAli Modarressi · Hanieh Deilamsalehy · Franck Dernoncourt · Ryan Rossi · Trung Bui · Hinrich Schuetze · Nanyun (Violet) Peng
Chien Van Nguyen · Huy Huu Nguyen · Ruiyi Zhang · Hanieh Deilamsalehy · Puneet Mathur · Viet Dac Lai · Haoliang Wang · Jayakumar Subramanian · Ryan A. Rossi · Trung Bui · Nikos Vlassis · Franck Dernoncourt · Thien Huu Nguyen
We propose Lizard, a linearization framework that transforms pretrained Transformer-based Large Language Models (LLMs) into subquadratic architectures. Transformers faces severe computational and memory bottlenecks with long sequences due to the quadratic complexity of softmax attention and the g...