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Jaseci NLP Tutorials

Advanced Examples Using Jaseci NLP Packages

๐Ÿ“„๏ธ **Dolly V2 (dolly)**

Databricksโ€™ dolly-v2, an instruction-following large language model trained on the Databricks machine learning platform that is licensed for commercial use. Based on pythia-2.8b, Dolly is trained on ~15k instruction/response fine tuning records databricks-dolly-15k generated by Databricks employees in capability domains from the InstructGPT paper, including brainstorming, classification, closed QA, generation, information extraction, open QA and summarization. dolly-v2-3b is not a state-of-the-art model, but does exhibit surprisingly high quality instruction following behavior not characteristic of the foundation model on which it is based.

๐Ÿ“„๏ธ Text Paraphrasing

Module paraphraser implemented for paraphrasing the input sentence. Paraphrasing is the act of expressing the same meaning of a written or spoken text using different words, without changing the original message or altering the main ideas. Paraphrasing is often used to restate a passage in a simpler or more concise way, to avoid plagiarism, or to clarify complex ideas. It involves understanding the original text, analyzing its key points, and rewording it in your own words while maintaining the original meaning. Effective paraphrasing requires good language skills, attention to context, and a clear understanding of the purpose of the text.