Mixtral of Experts

Benchmark Model Rank Results
instruction-following-on-mtbenchMixtral 8x7B Instruct#10Score (1-10): 8.30
common-sense-reasoning-on-arc-easyMixtral 8x7B (0-shot)#15Accuracy: 83.1
common-sense-reasoning-on-arc-easyMistral 7B (0-shot)#22Accuracy: 80.5
question-answering-on-triviaqaMixtral 8x7B (5-shot)#20EM: 71.5
question-answering-on-piqaMixtral 8x7B (0-shot)#21Accuracy: 83.6
question-answering-on-piqaMistral 7B (0-shot)#37Accuracy: 82.2
multi-task-language-understanding-on-mmluMixtral 8x7B (5-shot)#27Average (%): 70.6
multi-task-language-understanding-on-mmluMistral 7B (5-shot)#48Average (%): 62.5
sentence-completion-on-hellaswagMixtral 8x7B#41Accuracy: 84.4
question-answering-on-natural-questionsMixtral 8x7B (5-shot)#43EM: 30.6
common-sense-reasoning-on-winograndeMixtral 8x7B (0-shot)#44Accuracy: 77.2
common-sense-reasoning-on-winograndeMistral 7B (0-shot)#58Accuracy: 74.2
code-generation-on-mbppMixtral 8x7B (3-shot)#86Accuracy: 60.7
code-generation-on-humanevalMixtral 8x7B#112Pass@1: 40.2
math-word-problem-solving-on-mathMixtral 8x7B (maj@4)#144Accuracy: 28.4
math-word-problem-solving-on-mathMistral 7B (maj@4)#174Accuracy: 12.7Parameters (Billions): 7
arithmetic-reasoning-on-gsm8kMixtral 8x7B (8-shot)#183Accuracy: 74.4