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unslothai/unsloth

Establishedrank #59

Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.

76.9k+904 · 7d 7.1k 332est. Apache-2.0Pythonpushed 10m ago

Compare View on GitHub

Composite

conf 65%

Momentum

conf 60%

Vitality (PVI)

conf 67%

Community

conf 60%

Security & maint.

conf 85%

Ecosystem influence

conf 60%

Opportunity

conf 60%

Breakout · 7d

40%

conf 71%

Executive summary

unsloth is currently classified as established with a composite score of 74/100. Momentum (66) and vitality (74) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 904 stars against a 76.9k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 40%.

90-day trajectory

+4.4k · 30d

2026-06-302026-09-27

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%82

Star accelerationest.15%45

Fork velocityest.10%72

Contributor growthest.10%67

Issue activity growthest.10%100

PR activity growthest.10%63

External mention velocityest.10%11

Release event impactest.5%86

Trending-rank persistenceest.5%55

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

Project Vitality Index

Commit consistency20%100

Release cadenceest.15%57

PR responsivenessest.15%81

Issue responsivenessest.15%38

Contributor diversityest.10%93

Maintainer continuityest.10%76

Documentation qualityest.5%71

Dependency freshnessest.5%64

Security hygieneest.5%70

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

Security & maintenance

Release recency25%100

License clarity20%92

Maintenance status25%100

Dependency stalenessest.15%90

Bus factorest.15%100

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

Ecosystem influence

Dependent repositoriesest.30%93

Quality-weighted dependentsest.20%79

Documentation citationsest.15%54

Contributor overlapest.15%25

Registry adoptionest.10%27

Topic centralityest.10%100

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