OpenBMB - A “sharp knife” for big model prompt learning

OpenPrompt

A “sharp knife” for big model prompt learning. OpenPrompt provides a prompt learning template language with a unified interface. Its compositionality and modularity allow you to easily deploy prompt learning algorithms to run big models.

GitHub

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Capabilities

With OpenPrompt, you can easily customize templates and verbalizers to adapt pre-trained language models to downstream tasks.

Architecture

OpenPrompt modularizes Data Processors, Templates, Verbalizers, and PromptModels, etc. to facilitate prompt-learning programming.

Template Language

OpenPrompt designs a template language that combines various types of templates under a unified paradigm, with support for token-level attributes.

Toolkits

BMTrain

BMCook

BMInf

OpenPrompt

OpenDelta

ModelCenter

Resources

General Model License

Community

Blogs

BM Course

GitHub

About OpenBMB

About

Paper