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huggingface/sentence-transformers

Establishedrank #74

State-of-the-Art Embeddings, Retrieval, and Reranking

19.2k+211 · 7d 3k 154est. Apache-2.0Pythonpushed 57m ago
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Composite

69

conf 65%

Momentum

61

conf 60%

Vitality (PVI)

71

conf 67%

Community

59

conf 60%

Security & maint.

94

conf 85%

Ecosystem influence

67

conf 60%

Opportunity

68

conf 60%

Breakout · 7d

53%

conf 71%

Executive summary

sentence-transformers is currently classified as established with a composite score of 69/100. Momentum (61) and vitality (71) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 211 stars against a 19.2k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 53%.

90-day trajectory

+856 · 30d
2026-08-012026-10-29

Score breakdown

Every input, weight and normalized value — nothing hidden. Inputs marked est. are estimated until the full ingestion pipeline lands.

Momentum

Star velocityest.25%65
Star accelerationest.15%53
Fork velocityest.10%54
Contributor growthest.10%68
Issue activity growthest.10%100
PR activity growthest.10%57
External mention velocityest.10%10
Release event impactest.5%79
Trending-rank persistenceest.5%72

Model tn-interpretable-1.0.0 · confidence 60% · coverage 100%

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%76
PR responsivenessest.15%56
Issue responsivenessest.15%48
Contributor diversityest.10%81
Maintainer continuityest.10%65
Documentation qualityest.5%88
Dependency freshnessest.5%70
Security hygieneest.5%39

Model tn-interpretable-1.0.0 · confidence 67% · coverage 100%

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%72
Bus factorest.15%99

Model tn-interpretable-1.0.0 · confidence 85% · coverage 100%

Ecosystem influence

Dependent repositoriesest.30%85
Quality-weighted dependentsest.20%76
Documentation citationsest.15%64
Contributor overlapest.15%45
Registry adoptionest.10%75
Topic centralityest.10%19

Model tn-interpretable-1.0.0 · confidence 60% · coverage 92% · missing: packageRegistryAdoption