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Sentence Embeddings using BERT / RoBERTa / XLNet

Installers

  • linux-64 v4.1.0
  • linux-aarch64 v4.1.0
  • osx-arm64 v4.1.0
  • win-64 v4.1.0
  • osx-64 v4.1.0

conda install

To install this package run one of the following:
conda install main::sentence-transformers

Description

This framework provides an easy method to compute dense vector representations for sentences, paragraphs, and images. The models are based on transformer networks like BERT / RoBERTa / XLM-RoBERTa etc. and achieve state-of-the-art performance in various task. Text is embedding in vector space such that similar text is close and can efficiently be found using cosine similarity.


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