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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
5 releases in the last 90 days, the latest 1 day ago, with 30 contributors on GitHub.
Peaked at #29 in the weekly ranking the week of Jun 28, its best in the past year.
Use Cases & Benefits
- Finds and ranks local large language models (LLMs) that best run on your hardware using real, recency-aware benchmarks.
- Provides evidence-based, live benchmark rankings rather than relying on model size or parameter count heuristics.
- Use for selecting the optimal LLM for your existing GPU/CPU/RAM setup to maximize performance and compatibility.
- Use for simulating different GPU configurations before hardware purchase to plan LLM deployment effectively.
- Use for instantly running or generating Python snippets to deploy top-ranked LLMs without manual setup.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
MIT
Permissive: commercial use, modification and redistribution are allowed with attribution.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
Find the best local LLM that actually runs on your hardware.
Auto-detects your GPU/CPU/RAM and ranks the top models from HuggingFace that fit your system.
Run the recommendation command once, with no project setup.
Simulate a GPU before you buy hardware.
Install it when you use it often.
Other install paths.
After install, run
whichllmdirectly. For one-off runs, replacewhichllmwithuvx whichllm@latest.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
377+50
Open issues
5-16
Compared with peers in AI
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| thedotmack/claude-mem | 113.6K | +8.8K | 35 | today |
| D4Vinci/Scrapling | 98.1K | +6.9K | 65 | 1 day ago |
| Leonxlnx/taste-skill | 110.7K | +5.2K | 55 | 1 day ago |
| calesthio/OpenMontage | 77.2K | +4.2K | 40 | — |
| heygen-com/hyperframes | 79.6K | +4.1K | 45 | today |
| Andyyyy64/whichllm | 6.8K | — | 65 | 1 day ago |
| Category median | 98.1K | +5.2K | 45 | — |
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