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Seamlessly integrate powerful language models like ChatGPT into sci-kit-learn for enhanced text analysis tasks. At the moment the majority of the Scikit-LLM estimators are only compatible with some of the OpenAI models. Hence, a user-provided OpenAI API key is required. Additionally, Scikit-LLM will ensure that the obtained response contains a valid label. If this is not the case, a label will be selected randomly (label probabilities are proportional to label occurrences in the training set). Note: unlike in a typical supervised setting, the performance of a zero-shot classifier greatly depends on how the label itself is structured. It has to be expressed in natural language, descriptive, and self-explanatory.
Features
- Star Scikit-LLM on GitHub (click the star button in the top right corner)
- Provide your feedback or propose ideas in the issues section or Discord
- Post about Scikit-LLM on LinkedIn or other platforms
- Check out our other projects
- Configure OpenAI API Key
- Use Azure OpenAI
- Use GPT4ALL
Project Samples
Categories
Large Language Models (LLM)License
MIT LicenseFollow Scikit-LLM
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