AI BriefingSentence Transformers Hub Support
·2021.06.28 09:00
Key point
Hugging Face Hub now supports Sentence Transformers, offering embedding model sharing and inference features.
Details
Hugging Face Hub officially supports sentence, paragraph, and image embedding models through collaboration with the Sentence Transformers framework. This allows users to more easily use high-performance embedding models that can be utilized for semantic search or multilingual zero-shot classification.
Key updates:
- Model sharing and usage: Trained models can be easily uploaded to the Hub, and over 90 pretrained models supporting 100+ languages are available for immediate use.
- Dedicated widgets introduced:
feature-extractionwidget: Allows you to directly check a model's sentence embedding values.sentence-similaritywidget: Provides an interface for instantly calculating similarity between two sentences.
- Inference API support: In addition to widgets, models can be called programmatically through API endpoints to perform embedding and similarity calculations.
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