StartLuxLabs/StartLux-Decision
Open decision models from 0.8B to 27B: a calibrated probability for every option in one pass, and a short thought only when unsure. Why it matters: helps you run models on your own hardware without an API bill.
GitHub description: Open decision models from 0.8B to 27B: a calibrated probability for every option in one pass, and a short thought only when unsure. Engine for vLLM, llama.cpp and MLX.
Stars
405
Last 24h
+27est.
Last 7 days
+191est.
Forks
33
Star history
GitHub stars over time. A steeper line means the repo is gaining attention faster.
Last 2 hours · +2 stars
* / est. Estimated: until we have enough daily snapshots for a repo, its gain is total stars ÷ days since creation. Measured numbers replace estimates automatically.
Maintainer? Add the badge to your README
Shows your live OSS Radar rank and links back here. Updates hourly.
[](https://ossradar.net/repo/StartLuxLabs/StartLux-Decision)<a href="https://ossradar.net/repo/StartLuxLabs/StartLux-Decision"><img src="https://ossradar.net/badge/StartLuxLabs/StartLux-Decision" alt="Trending on OSS Radar"></a>About StartLux-Decision
StartLuxLabs/StartLux-Decision is a Python project in the Local LLMs category, created 15 days ago. It has 405 GitHub stars and 33 forks, and gained +191 stars over the last 7 days (early estimate), ranking #5 of 8 Local LLMs repos tracked by OSS Radar this week.
See more trending Local LLMs repos or the top AI repos this week. Looking for something similar? See StartLux-Decision alternatives.
- Language
- Python
- Category
- Local LLMs
- Created
- Sep 29, 2026
- Last code push
- today (Oct 14, 2026)
- Latest release
- v1.1.0 today
Similar rising repos
- AtomicBot-ai/atomic-agent+49est.
Atomic Agent is a local-first AI agent. Runs open-weight models on your own machine via llama.cpp. Why it matters: helps you run models on your own hardware without an API bill.
- sgaofen/humanizer-local-model+112est.
Rewrites AI drafts so they read like a person wrote them — runs locally, keeps the facts. Why it matters: helps you run models on your own hardware without an API bill.
- maziyarpanahi/openmed+56est.
Local-first healthcare AI: clinical NER and HIPAA PII de-identification on hardware you control. Why it matters: helps you run models on your own hardware without an API bill.
- prabanta-dev/janas+224est.
37 tok/s from Qwen3-Next-80B (48 GB) on a 32 GB laptop, 24 without drafts vs 2.8 for llama.cpp; reading 62 vs 16 tok/s. Why it matters: helps you run models on your own hardware without an API bill.
- ARahim3/DigUp+4.4kest.
Search your Mac by what's in your files: photos, PDFs, recordings, videos and code. On-device, built on Google DeepMind's EmbeddingGemma 2. Why it matters: helps you run models on your own hardware without an API bill.
Turn any LLM into a Jev-style decision model: typed decisions, real probabilities, no training. Why it matters: useful plumbing for shipping LLM-powered features.