Looping Beyond Twice: A Scalable Recipe for Looped Mixture-of-Experts

Benchmark Model Rank Results
social-commonsense-reasoning-on-siqaLOOM (1.7B, 12 loops)#15Accuracy: 40.0
zero-shot-question-answering-on-openbookqaLOOM (1.7B, 12 loops)#20Accuracy: 34.8
question-answering-on-piqaLOOM (1.7B, 12 loops)#143Accuracy: 70.7
common-sense-reasoning-on-winograndeLOOM (1.7B, 9 loops)#153Accuracy: 53.6
sentence-completion-on-hellaswagLOOM (1.7B, 9 loops)#183Accuracy: 48.8