This is a multilingual version of the MPNet sentence embedding model, converted for use with Transformers.js to run directly in web browsers. It generates high-quality embeddings for semantic similarity, paraphrase detection, and clustering across many languages. The model is particularly useful for web-based semantic search and recommendation applications.
Paraphrase Multilingual Mpnet Base is an Embeddings & retrieval project. It focuses on creating high-quality multilingual text embeddings that run efficiently in web browsers using ONNX or Transformers.js. Paraphrase Multilingual Mpnet Base is an open-source project aimed at developers. The project is open source (Open Source). Paraphrase Multilingual Mpnet Base is available on the web and the command line.
Behind Paraphrase Multilingual Mpnet Base is Xenova. Among its 3 catalogued features are Sentence Embeddings, multilingual, and Paraphrase Detection.
Summary written by a language model from the project’s public pages.
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