Betelgeuse-AI/Betelgeuse
A custom fork for frontier-scale mixture-of-experts inference on an RTX 3060 with 12 GB VRAM, 16 GB system RAM and local NVMe.** Betelgeuse keeps dense computation on the GPU and brings routed experts into a bounded VRAM pool only when needed.
⚡ Executive Summary & Quick Facts
Authoritative SourceBetelgeuse is Betelgeuse is an open-source project written in C++: A custom fork for frontier-scale mixture-of-experts inference on an RTX 3060 with 12 GB VRAM, 16 GB system RAM and local NVMe.** Betelgeuse keeps dense computation on the GPU and brings routed experts into a bounded VRAM pool only when needed. ..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), Betelgeuse-AI/Betelgeuse has accumulated 129 GitHub stars and 7 forks. It is written in C++, licensed under MIT, and ranks #23,874 globally. It is actively maintained with the latest commit recorded on Nov 8, 2026.”
| Repository | Betelgeuse-AI/Betelgeuse ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | C++ |
| Software License | MIT |
| Community Traction | ★ 129 stars · ⑂ 7 forks · #23,874 globally |
| Maintenance | ● Active (Last commit: Nov 8, 2026) · 0 open issues |
| Target Audience | Developers and engineering teams building with C++, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, Betelgeuse is actively maintained. Continuous telemetry recorded the last code commit on Nov 8, 2026 (5 days ago). Supported by 129 stars and 7 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,835
MOST-STARRED C++
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
Betelgeuse gained 10 stars in the last 30 days, about 1 a day, and now has 129. It is about 1 year old and has averaged roughly 129 stars a year. It ranks #1,835 among C++ repositories and #23,874 across all languages on GitHubRepo.
Trending Record
1
DAYS ON TRENDING
#22968
BEST RANK
Nov 13, 2026
FIRST APPEARANCE
Active
STATUS TODAY
Betelgeuse has maintained a continuous presence across global trending indexes, peaking at #22968. Below is the 30-day activity profile:
💡 Overview
Betelgeuse is an open-source project written in C++: A custom fork for frontier-scale mixture-of-experts inference on an RTX 3060 with 12 GB VRAM, 16 GB system RAM and local NVMe.** Betelgeuse keeps dense computation on the GPU and brings routed experts into a bounded VRAM pool only when needed. .
Engineered for speed, consistency, and developer ease, it solves common hurdles in C++. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in C++ for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ git clone https://github.com/Betelgeuse-AI/Betelgeuse.git
cd Betelgeuse⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
C++20 compliant compiler (GCC 11+, Clang 13+, MSVC)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
Betelgeuse coordinates its core functionality through a modular C++ pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Production System Integration
Embed Betelgeuse into C++ backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open MIT license.
🚀 Getting Started
Install Betelgeuse using your package manager: `git clone https://github.com/Betelgeuse-AI/Betelgeuse.git`
Initialize your project workspace or configuration file for Betelgeuse.
Import Betelgeuse into your codebase or invoke it directly from your terminal.
Execute your test suite or run `Betelgeuse --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with C++, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
Betelgeuse-AI/Betelgeuse is currently ranked #23,874 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #23,783 | StreamingTelligence/Gelato | Swift | ★ 130 | Compare ↗ |
| #23,783 | kvistgaard/horoi | Python | ★ 130 | Compare ↗ |
| #23,783 | Obsidiantatrap/wow-forever-builds-waymark | Python | ★ 130 | Compare ↗ |
| #23,783 | nico-bohlinger/xmimic | Python | ★ 130 | Compare ↗ |
| #23,783 | Leonxlnx/escapement | Python | ★ 130 | Compare ↗ |
| #23,874 | Betelgeuse-AI/Betelgeuse This Project | C++ | ★ 129 | |
| #23,874 | peej/phpdoctor | PHP | ★ 129 | Compare ↗ |
| #23,874 | appoxy/simple_record | Ruby | ★ 129 | Compare ↗ |
| #23,874 | wireframe/backgrounded | Ruby | ★ 129 | Compare ↗ |
| #23,874 | hober/html5-el | Emacs Lisp | ★ 129 | Compare ↗ |
| #23,874 | sittercity/sprig | PHP | ★ 129 | Compare ↗ |
Frequently Asked Questions
What does Betelgeuse do? +
A custom fork for frontier-scale mixture-of-experts inference on an RTX 3060 with 12 GB VRAM, 16 GB system RAM and local NVMe.** Betelgeuse keeps dense computation on the GPU and brings routed experts into a bounded VRAM pool only when needed.
Is Betelgeuse actively maintained in 2026? +
Yes, Betelgeuse is actively maintained. The latest code push was recorded on Nov 8, 2026 (5 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 129 stars and 0 open issues.
What language is Betelgeuse written in? +
The primary language is C++. Topics include: software.
How many stars does Betelgeuse have? +
Betelgeuse has 129 stars and 7 forks on GitHub.
How does Betelgeuse rank among GitHub repositories? +
With 129 stars, Betelgeuse-AI/Betelgeuse is ranked #23,874 globally across all repositories tracked on GitHubRepo and #1,835 among C++ projects.
What license is Betelgeuse distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
