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FareedKhan-dev/kimi-k3-in-c

Establishedrank #178

A 2.78-trillion-parameter Kimi K3 running inference on a single CPU in 8.24 GB of RAM. Portable C99: no BLAS, no framework, no GPU.

4.7k+7.6k · 7d 749 59est. Apache-2.0Cpushed 4d ago
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Composite

70

conf 65%

Momentum

72

conf 60%

Vitality (PVI)

70

conf 67%

Community

58

conf 60%

Security & maint.

84

conf 85%

Ecosystem influence

64

conf 60%

Opportunity

63

conf 60%

Breakout · 7d

45%

conf 71%

Executive summary

kimi-k3-in-c is currently classified as established with a composite score of 70/100. Momentum (72) and vitality (70) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 7,602 stars against a 4.7k-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

+35.6k · 30d
2026-05-142026-08-11

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%100
Star accelerationest.15%46
Fork velocityest.10%100
Contributor growthest.10%59
Issue activity growthest.10%35
PR activity growthest.10%42
External mention velocityest.10%100
Release event impactest.5%66
Trending-rank persistenceest.5%55

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

Project Vitality Index

Commit consistency20%88
Release cadenceest.15%57
PR responsivenessest.15%52
Issue responsivenessest.15%71
Contributor diversityest.10%66
Maintainer continuityest.10%63
Documentation qualityest.5%74
Dependency freshnessest.5%88
Security hygieneest.5%79

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

Security & maintenance

Release recency25%91
License clarity20%92
Maintenance status25%88
Dependency stalenessest.15%62
Bus factorest.15%73

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

Ecosystem influence

Dependent repositoriesest.30%73
Quality-weighted dependentsest.20%59
Documentation citationsest.15%52
Contributor overlapest.15%57
Registry adoptionest.10%39
Topic centralityest.10%100

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