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PromptSource is a system for creating, sharing, and using natural languageprompts. Prompts are functions that map an example from a dataset to a naturallanguage input and target output. Using prompts to train and query languagemodels is an emerging area in NLP that requires new tools that let usersdevelop and refine these prompts collaboratively. PromptSource addresses theemergent challenges in this new setting with (1) a templating language fordefining data-linked prompts, (2) an interface that lets users quickly iterateon prompt development by observing outputs of their prompts on many examples,and (3) a community-driven set of guidelines for contributing new prompts to acommon pool. Over 2,000 prompts for roughly 170 datasets are already availablein PromptSource. PromptSource is available athttps://github.com/bigscience-workshop/promptsource.

PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts