📄️ Text Summarization
LLMs excel at performing summarization tasks. Scikit-LLM provides a summarizer that can be used both as stand-alone estimator, or as a preprocessor (in this case we can make an analogy with a dimensionality reduction preprocessor).
📄️ Text Translation
LLMs have proven their proficiency in translation tasks. To leverage this capability, Scikit-LLM provides the Translator module, designed for translating any given text into a specified target language.
📄️ Tunable Text-to-text
Tunable text-to-text estimators are estimators that can be tuned to perform a variety of tasks, including but not limited to text summarization, question answering, and text translation. These estimators use the provided data as-is, without any additional preprocessing, or constructing prompts. While this approach allows for more flexibility, it is the user's responsibility to ensure that the data is formatted correctly.