Large Language Models, Naturallanguageprocessing, Generative Ai Tools, Generative Ai Solution, Artificial Intelligence.
approach, authors augmented the FLAN collection, a widely used instruction tuning dataset, with contrastive instructions. Contrastive Instruction Tuning i) Overview Assume language model M and a dataset D = {(Iᵢ,xᵢ,yᵢ)}N=1, in which Iᵢ denotes the task instruction, xᵢ is the instance input, and yᵢ