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Hugging Face Adds Official Support for spaCy Models

·2021.07.13 09:00

Key point

spaCy NLP pipelines can now be shared, installed, and used via the Inference API on the Hugging Face Hub.

Details

The Hugging Face Hub now officially supports spaCy, a popular NLP library. Developers can now easily upload spaCy pipelines to the Hub and share them with the community.

Key features include:

  • Model Sharing and Installation: Models can be packaged and uploaded via the spacy-huggingface-hub library, and users can instantly install models with the pip install command.
  • Inference API Support: Models with Named Entity Recognition (NER) capabilities can be tested interactively in the browser, or called as an API in production environments via HTTP requests.
  • Automatic Metadata Generation: When a model is uploaded, a model card and necessary metadata are automatically generated, improving management efficiency.

Currently, the NER widget is supported by default, with support for Text Classification and POS tagging planned to be added in the future.

huggingfacenlpmodel-deploymentinference-apispacy
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