A set of performant RDNA/HIP patches against llama.cpp focusing on high speed inferencing with numerics assurance
⚡ Executive Summary & Quick Facts
Authoritative Sourcellama-cpp-rdna-boosts is llama-cpp-rdna-boosts is an open-source project written in C++: A set of performant RDNA/HIP patches against llama.cpp focusing on high speed inferencing with numerics assurance..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), stew675/llama-cpp-rdna-boosts has accumulated 196 GitHub stars and 16 forks. It is written in C++, licensed under MIT, and ranks #19,461 globally. It is actively maintained with the latest commit recorded on Oct 18, 2026.”
| Repository | stew675/llama-cpp-rdna-boosts ↗ |
|---|---|
| Primary Category | assurance |
| Language & Stack | C++ |
| Software License | MIT |
| Community Traction | ★ 196 stars · ⑂ 16 forks · #19,461 globally |
| Maintenance | ● Active (Last commit: Oct 18, 2026) · 5 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: 88/100 · Grade AYes, llama-cpp-rdna-boosts is actively maintained. Continuous telemetry recorded the last code commit on Oct 18, 2026 (25 days ago). Supported by 196 stars and 16 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (25 days ago) and healthy issue cadence.
Star History
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+21
STARS · LAST 30 DAYS
1
PER DAY
#1,541
MOST-STARRED C++
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +21 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
llama-cpp-rdna-boosts gained 21 stars in the last 30 days, about 1 a day, and now has 196. It is about 1 year old and has averaged roughly 196 stars a year. It ranks #1,541 among C++ repositories and #19,461 across all languages on GitHubRepo.
Trending Record
42
DAYS ON TRENDING
#424
BEST RANK
Sep 26, 2026
FIRST APPEARANCE
Active
STATUS TODAY
llama-cpp-rdna-boosts has maintained a continuous presence across global trending indexes, peaking at #424. Below is the 30-day activity profile:
💡 Overview
llama-cpp-rdna-boosts is an open-source project written in C++: A set of performant RDNA/HIP patches against llama.cpp focusing on high speed inferencing with numerics assurance.
Engineered for speed, consistency, and developer ease, it solves common hurdles in assurance, hip, llama-cpp. 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/stew675/llama-cpp-rdna-boosts.git
cd llama-cpp-rdna-boosts⚙ 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
llama-cpp-rdna-boosts 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 llama-cpp-rdna-boosts 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 llama-cpp-rdna-boosts using your package manager: `git clone https://github.com/stew675/llama-cpp-rdna-boosts.git`
Initialize your project workspace or configuration file for llama-cpp-rdna-boosts.
Import llama-cpp-rdna-boosts into your codebase or invoke it directly from your terminal.
Execute your test suite or run `llama-cpp-rdna-boosts --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
stew675/llama-cpp-rdna-boosts is currently ranked #19,461 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #19,410 | nikolai-vysotskyi/trace-mcp | TypeScript | ★ 197 | Compare ↗ |
| #19,410 | nixfred/blip | TypeScript | ★ 197 | Compare ↗ |
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| #19,410 | aradhyas8/Alder | Kotlin | ★ 197 | Compare ↗ |
| #19,410 | Brandon04Gonzalez/p5r-android | C++ | ★ 197 | Compare ↗ |
| #19,461 | stew675/llama-cpp-rdna-boosts This Project | C++ | ★ 196 | |
| #19,461 | llimllib/pymag-trees | Python | ★ 196 | Compare ↗ |
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Frequently Asked Questions
What does llama-cpp-rdna-boosts do? +
A set of performant RDNA/HIP patches against llama.cpp focusing on high speed inferencing with numerics assurance
Is llama-cpp-rdna-boosts actively maintained in 2026? +
Yes, llama-cpp-rdna-boosts is actively maintained. The latest code push was recorded on Oct 18, 2026 (25 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 196 stars and 5 open issues.
What language is llama-cpp-rdna-boosts written in? +
The primary language is C++. Topics include: assurance, hip, llama-cpp, performance, rdna3.
How many stars does llama-cpp-rdna-boosts have? +
llama-cpp-rdna-boosts has 196 stars and 16 forks on GitHub.
How does llama-cpp-rdna-boosts rank among GitHub repositories? +
With 196 stars, stew675/llama-cpp-rdna-boosts is ranked #19,461 globally across all repositories tracked on GitHubRepo and #1,541 among C++ projects.
What license is llama-cpp-rdna-boosts distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
