Signals

deepseek-ai/deepseek-harness adds ~49,873 stars this week — breakout in TypeScriptTrendNexus signals Ebony-Vinyl/dsh-our-free-model adds ~40,941 stars this week — breakout in JavaScriptTrendNexus signals Zagitta/gpu-unlock adds ~40,767 stars this week — emerging in CTrendNexus signals storytold/pdfcraft adds ~19,603 stars this week — emerging in RustTrendNexus signals google-research/harness2 adds ~18,932 stars this week — emerging in PythonTrendNexus signals obra/superpowers adds ~16,332 stars this week — breakout in ShellTrendNexus signals eternity4719/HowToLiveBetter adds ~16,116 stars this week — breakout in HTMLTrendNexus signals Graphify-Labs/graphify adds ~15,373 stars this week — breakout in PythonTrendNexus signals Risk watch: meilisearch/meilisearch trends cooling with security score 87TrendNexus signals Risk watch: HKUDS/CLI-Anything trends breakout with security score 48TrendNexus signals Healthiest in cohort: ultraworkers/claw-code holds PVI 84 — sustainability leaderTrendNexus signals

deepspeedai/DeepSpeed

Establishedrank #103

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

43.3k+95 · 7d 5.1k 250est. Apache-2.0Pythonpushed 13m 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

45%

conf 71%

Executive summary

DeepSpeed is currently classified as established with a composite score of 69/100. Momentum (54) and vitality (74) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 95 stars against a 43.3k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 45%.

90-day trajectory

+407 · 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%55

Star accelerationest.15%50

Fork velocityest.10%37

Contributor growthest.10%63

Issue activity growthest.10%79

PR activity growthest.10%66

External mention velocityest.10%2

Release event impactest.5%87

Trending-rank persistenceest.5%79

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

Project Vitality Index

Commit consistency20%100

Release cadenceest.15%58

PR responsivenessest.15%76

Issue responsivenessest.15%38

Contributor diversityest.10%89

Maintainer continuityest.10%89

Documentation qualityest.5%72

Dependency freshnessest.5%86

Security hygieneest.5%43

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

Security & maintenance

Release recency25%100

License clarity20%92

Maintenance status25%100

Dependency stalenessest.15%85

Bus factorest.15%88

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

Ecosystem influence

Dependent repositoriesest.30%90

Quality-weighted dependentsest.20%66

Documentation citationsest.15%36

Contributor overlapest.15%65

Registry adoptionest.10%64

Topic centralityest.10%100

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