1,244 1 year ago

French embedding model

embedding

1 year ago

5b5f16b17e5b · 201MB

bert
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336M
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Q4_0
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Apache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR US

Readme

Sentence-CamemBERT-Large is the Embedding Model for French developed by La Javaness. The purpose of this embedding model is to represent the content and semantics of a French sentence in a mathematical vector which allows it to understand the meaning of the text-beyond individual words in queries and documents, offering a powerful semantic search.

Foundation

Pre-trained sentence embedding models are state-of-the-art of Sentence Embeddings for French.

The model is Fine-tuned using pre-trained facebook/camembert-large and Siamese BERT-Networks with ‘sentences-transformers’ on dataset stsb

Usage

This model is an embedding model, meaning it can only be used to generate embeddings.

References

HuggingFace

Camembert Model Website

Logo credit: Alix Chagué