Strix Halo inference engine. Qwen Flash Next Q4_K_XL: 1,628.52pp, 59.41tg single user, 157.22 tok/s 8 users; Qwen27B Q4_K_XL: 656.33pp, 70.56tg tok/s single user with DFlash2
Star History
Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#315
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 |
gufo gained 10 stars in the last 30 days, about 1 a day, and now has 329. It is about 1 year old and has averaged roughly 329 stars a year. It ranks #315 among C++ repositories and #4,241 across all languages on GitHubRepo.
Trending Record
5
DAYS ON TRENDING
#70
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
gufo has maintained a continuous presence across global trending indexes, peaking at #70. Below is the 30-day activity profile:
💡 Overview
gufo is an open-source project written in C++: Strix Halo inference engine. Qwen Flash Next Q4_K_XL: 1,628.52pp, 59.41tg single user, 157.22 tok/s 8 users; Qwen27B Q4_K_XL: 656.33pp, 70.56 tok/s tg single user with DFlash2.
Engineered for speed, consistency, and developer ease, it solves common hurdles in amd, llm, strix-halo. 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/gufo-org/gufo.git
cd gufo⚙ 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
gufo 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with gufo.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install gufo using your package manager: `git clone https://github.com/gufo-org/gufo.git`
Initialize your project workspace or configuration file for gufo.
Import gufo into your codebase or invoke it directly from your terminal.
Execute your test suite or run `gufo --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
gufo-org/gufo is currently ranked #4,241 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #4,236 | dakrauth/django-swingtime | Python | ★ 330 | Compare ↗ |
| #4,236 | e107inc/e107 | PHP | ★ 330 | Compare ↗ |
| #4,236 | xensik/gsc-tool | C++ | ★ 330 | Compare ↗ |
| #4,236 | SYuan03/Skill-Anything | Python | ★ 330 | Compare ↗ |
| #4,236 | Rice-dog/code-codex | TypeScript | ★ 330 | Compare ↗ |
| #4,241 | gufo-org/gufo This Project | C++ | ★ 329 | |
| #4,241 | josdemmers/Diablo4Companion | C# | ★ 329 | Compare ↗ |
| #4,241 | PrimeIntellect-ai/prime | Python | ★ 329 | Compare ↗ |
| #4,244 | eigenben/nilify_blanks | Ruby | ★ 328 | Compare ↗ |
| #4,244 | matthooks/vimeo | Ruby | ★ 328 | Compare ↗ |
| #4,244 | Astn/JSON-RPC.NET | C# | ★ 328 | Compare ↗ |
Frequently Asked Questions
What does gufo do? +
Strix Halo inference engine. Qwen Flash Next Q4_K_XL: 1,628.52pp, 59.41tg single user, 157.22 tok/s 8 users; Qwen27B Q4_K_XL: 656.33pp, 70.56tg tok/s single user with DFlash2
What language is gufo written in? +
The primary language is C++. Topics include: amd, llm, strix-halo.
Is gufo actively maintained? +
Yes, the last recorded push was on Sep 28, 2026 with 37 open issues being tracked.
How many stars does gufo have? +
gufo has 329 stars and 34 forks on GitHub.
How does gufo rank among GitHub repositories? +
With 329 stars, gufo-org/gufo is ranked #4,241 globally across all repositories tracked on GitHubRepo and #315 among C++ projects.
What license is gufo distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
