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KBLab/sentence-bert-swedish-cased

Sentence Similarity·KBLab· 187.1K· 33
sentence-transformers apache-2.0 Sentence Similarity 124.7M params arxiv:2004.09813license:apache-2.0

This is a sentence-transformers model: It maps Swedish sentences & paragraphs to a 768 dimensional dense vector space and can be used for tasks like clustering or semantic search. This model is a bilingual Swedish-English model trained according to instructions in the paper Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation and the documentation accompanying its compa

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# pull & run locally
pip install mlforge-sdk && mlforge pull KBLab/sentence-bert-swedish-cased

Model details

Task
Sentence Similarity
Provider
KBLab
Framework
sentence-transformers
Parameters
124.7M
Size
2.1 GB
License
apache-2.0
Downloads
187.1K
Likes
33
Paper
arXiv:2004.09813
Updated
2025-11-07

About KBLab/sentence-bert-swedish-cased

This is a sentence-transformers model: It maps Swedish sentences & paragraphs to a 768 dimensional dense vector space and can be used for tasks like clustering or semantic search. This model is a bilingual Swedish-English model trained according to instructions in the paper Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation and the documentation accompanying its companion python package. We have used the strongest available pretrained English Bi-Encoder (all-mpnet-base-v2) as a teacher model, and the pretrained Swedish KB-BERT as the student model.

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