thunlp/OpenPrompt
An Open-Source Framework for Prompt-Learning.
This framework helps developers quickly build and experiment with 'prompt-learning' for various natural language processing tasks. It takes raw text inputs and a pre-trained language model, then processes them through customizable templates and verbalizers to produce task-specific outputs like sentiment labels or generated text. The end users are machine learning engineers and researchers who are working on fine-tuning large language models for specific applications.
4,837 stars. Used by 1 other package. No commits in the last 6 months. Available on PyPI.
Use this if you are a machine learning practitioner looking to quickly implement and prototype different prompt-learning strategies for your NLP tasks without building everything from scratch.
Not ideal if you are an end-user without programming knowledge, as this is a developer tool requiring Python proficiency and familiarity with NLP concepts.
Stars
4,837
Forks
486
Language
Python
License
Apache-2.0
Category
Last pushed
Jul 16, 2024
Commits (30d)
0
Dependencies
11
Reverse dependents
1
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