SW
SharpAI/SwiftLM
⚡ Native MLX Swift LLM inference server for Apple Silicon. OpenAI-compatible API, SSD streaming for 100B+ MoE models, TurboQuant KV cache compression, + iOS iPhone app.
226 9 +10/wk
GitHub
apple-sili inference ios llm metal mlx moe on-device-ai openai-api swift
Trend
4
Star & Fork Trend (30 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
SharpAI/SwiftLM has +10 stars this period . 7-day velocity: 8.7%.
Deep analysis is being generated for this repository.
Signal-backed technical analysis will be available soon.
| Metric | SwiftLM | J.A.R.V.I.S.2.0 | ContribAI | wikipedia-mcp |
|---|---|---|---|---|
| Stars | 226 | 227 | 225 | 224 |
| Forks | 9 | 26 | 85 | 45 |
| Weekly Growth | +10 | +0 | +1 | +0 |
| Language | Swift | Python | Rust | Python |
| Sources | 1 | 1 | 1 | 1 |
| License | MIT | N/A | NOASSERTION | MIT |
Capability Radar vs J.A.R.V.I.S.2.0
SwiftLM
J.A.R.V.I.S.2.0
Maintenance Activity 100
Last code push 0 days ago.
Community Engagement 67
Fork-to-star ratio: 4.0%. Lower fork ratio may indicate passive usage.
Issue Burden 70
Issue data not yet available.
Growth Momentum 100
+10 stars this period — 4.42% growth rate.
License Clarity 95
Licensed under MIT. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.