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←Library/sentence-transformers
Library/sentence-transformersForked

huggingface/sentence-transformers

sentence-transformers

State-of-the-Art Text Embeddings

View on GitHub↗Upstream huggingface/sentence-transformers↗

Builder

HuggingFace

HuggingFace

huggingface • ai-lab

Stars

18,752

Using upstream star count

Forks

2,792

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jul 24, 2019

Project creation date

README Summary

[![HF Models](https://img.shields.io/badge/%F0%9F%A4%97-models-yellow)](https://huggingface.co/models?library=sentence-transformers) [![GitHub - License](https://img.shields.io/github/license/huggingface/sentence-transformers?logo=github&style=flat&color=green)][#github-license] [![PyPI - Python Version](https://img.shields.io/pypi/pyversions/sentence-transformers?logo=pypi&style=flat&color=blue)][#pypi-package] [![PyPI - Package Version](https://img.shields.io/pypi/v/sentence-transformers?logo=

Community Evaluation

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AI Dev Skills

Unmapped

Contrastive LearningCross-lingual EmbeddingsDense RetrievalMetric LearningSemantic SimilaritySentence-level RepresentationsSiamese NetworksText EmbeddingsTransformer ArchitectureVector Space Models

Tags

Contrastive LearningCross-lingual EmbeddingsDense RetrievalMetric LearningSemantic SimilaritySentence-level RepresentationsSiamese NetworksText EmbeddingsTransformer ArchitectureVector Space ModelsBenchmarkingDistillationEmbeddingsEvalsForkedGPU / CUDAHuggingFaceNumPyPyTorchPythonRerankingResearch / PapersSemantic SearchTransformersTutorial

Taxonomy

AI Trends

Retrieval-Augmented GenerationDense RetrievalSemantic SearchCross-lingual AI

category

RAG & RetrievalFoundation ModelsModel TrainingEvals & BenchmarkingInference & ServingLearning ResourcesData Science & Analytics

Deployment Context

Self-hostedCloud APIOn-premiseEdge/Mobile

Modalities

Text

Skill Areas

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

tag

BenchmarkingDistillationEmbeddingsEvalsForkedGPU / CUDAHuggingFaceNumPyPyTorchPythonRerankingResearch / PapersSemantic SearchTransformersTutorial

Use Cases

Semantic SearchDocument SimilarityText ClusteringInformation RetrievalDuplicate DetectionQuestion Answering SystemsRecommendation SystemsCross-lingual Text MatchingParaphrase DetectionText Classification

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

4

[`ci`] Remove cache, switch to uv for CI (#3689)

Tom Aarsen • Mar 12, 2026

aebd46c

Increment dev version to v5.4.0.dev0 following the v5.3.0 release (#3688)

Tom Aarsen • Mar 12, 2026

3fc6015

Fix citation for EmbeddingGemma paper (#3687)

Tom Aarsen • Mar 12, 2026

cec08f8

Quality

production
Quality
high
Maturity
production

Categories

RAG & RetrievalPrimaryEvals & BenchmarkingInference & ServingLearning ResourcesData Science & AnalyticsFoundation ModelsModel TrainingSearch & Knowledge

PM Skills

Data & EvaluationProduct Discovery

Languages

Python100.0%

Timeline

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

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