Library/sentence-transformers
Library/sentence-transformersForked

huggingface/sentence-transformers

sentence-transformers

State-of-the-Art Text Embeddings

Builder

HuggingFace

HuggingFace

huggingface • ai-lab

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18,489

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Created

Jul 24, 2019

Project creation date

README Summary

Sentence Transformers is a Python framework for state-of-the-art sentence, text and image embeddings using transformer models. It provides easy-to-use interfaces for computing dense vector representations that can be used for semantic similarity, clustering, and information retrieval tasks. The library supports over 100 pre-trained models and allows fine-tuning on custom datasets.

AI Dev Skills

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Text EmbeddingsSemantic SimilarityTransformer ArchitectureSentence-level RepresentationsContrastive LearningSiamese NetworksMetric LearningDense RetrievalVector Space ModelsCross-lingual Embeddings

Tags

Text EmbeddingsSemantic SimilarityTransformer ArchitectureSentence-level RepresentationsContrastive LearningSiamese NetworksMetric LearningDense RetrievalVector Space ModelsCross-lingual EmbeddingsRetrieval-Augmented GenerationParaphrase DetectionSemantic SearchText ClusteringTextCross-lingual AIOn-premiseCross-lingual Text MatchingSelf-hostedEdge/MobileDocument SimilarityDuplicate DetectionCloud APIInformation RetrievalText ClassificationQuestion Answering SystemsRecommendation SystemsPython

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Updated 1 months ago

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production
Quality
high
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production

Categories

RoboticsPrimaryDev Tools & AutomationRAG & RetrievalEvals & BenchmarkingNLP & TextEdge & Mobile AISearch & KnowledgeOther AI / MLFoundation Models

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Languages

Python100.0%

Timeline

Project created
Jul 24, 2019
Forked
Mar 22, 2026
Your last push
1 months ago
Upstream last push
11 days ago
Tracked since
Mar 12, 2026

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