By interacting with each other and delivering feedback, the versions study from their friends and refine their own personal abilities.Improved text recognition and reasoning capabilities: these designs are properly trained on added doc, chart and diagram information sets.In a very blind pairwise comparison, WizardLM two models were evaluated versus