writegiveexplaincreatehavetellneedmakestorycodescriptessaylistexampleidearecipedifferencetheoryplanliststorytroubleproblemjokestoryhelplistwritegivewantdescribeexplainneedgenerategrowtakecreatehavesummarizeuselikemakeprovidegetcookdobuyarticlerecipedescriptionreleaserecipeideasummaryinformationreciperecommendationprocessprogramfeatureservicedifferenceprocessruletypehelpparagraphrecipekinddescriptionrecipecontentreleaseplanttreeflowerindoorcareprecautionminuteplacerecipereleaseobituarystorybreasttroublepainrecipebookplotarticlestorykindtooloilequipmentrecipecookiefishthingrecipelistmoneyjuiceinformationoverviewsummarylistlicensekindcopystainricebeansteakchickenexerciseprojecttrailneedkindFigure 3: Evaluating self-augmented data of different data size and quality using self-curation. The
y-axis is the win rate against text-davinci-003 when finetuning 7B LLaMa with the given data size
and quality. We compare three augmentation datasets: without self-curation, A(2)
that are
Self-AlignmentwithInstructionBacktranslation