High-performance single-GPU inference for selected model checkpoints and GPUs.
⚡ Executive Summary & Quick Facts
Authoritative Sourceninfer is ninfer is an open-source project written in C++: High-performance single-GPU inference for selected model checkpoints and GPUs..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), Neroued/ninfer has accumulated 3,312 GitHub stars and 695 forks. It is written in C++, licensed under Apache-2.0, and ranks #4,017 globally. It is actively maintained with the latest commit recorded on Nov 10, 2026.”
| Repository | Neroued/ninfer ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | C++ |
| Software License | Apache-2.0 |
| Community Traction | ★ 3.3K stars · ⑂ 695 forks · #4,017 globally |
| Maintenance | ● Active (Last commit: Nov 10, 2026) · 137 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: 97/100 · Grade A+Yes, ninfer is actively maintained. Continuous telemetry recorded the last code commit on Nov 10, 2026 (2 days ago). Supported by 3,312 stars and 695 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+303
STARS · LAST 30 DAYS
10
PER DAY
#289
MOST-STARRED C++
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +171 | +303 | +900 |
| Per day | 24 | 10 | 10 |
| Forks gained | +58 | +106 | +35 |
ninfer gained 303 stars in the last 30 days, about 10 a day, and now has 3.3K. It is about 1 year old and has averaged roughly 3.3K stars a year. It ranks #289 among C++ repositories and #4,017 across all languages on GitHubRepo.
Trending Record
41
DAYS ON TRENDING
#182
BEST RANK
Sep 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
ninfer has maintained a continuous presence across global trending indexes, peaking at #182. Below is the 30-day activity profile:
💡 Overview
ninfer is an open-source project written in C++: High-performance single-GPU inference for selected model checkpoints and GPUs.
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/Neroued/ninfer.git
cd ninfer⚙ 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
ninfer 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 ninfer 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 Apache-2.0 license.
🚀 Getting Started
Install ninfer using your package manager: `git clone https://github.com/Neroued/ninfer.git`
Initialize your project workspace or configuration file for ninfer.
Import ninfer into your codebase or invoke it directly from your terminal.
Execute your test suite or run `ninfer --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
Neroued/ninfer is currently ranked #4,017 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #4,011 | off-grid-ai/OGAM | TypeScript | ★ 3.3K | Compare ↗ |
| #4,013 | vortex-data/vortex | Rust | ★ 3.3K | Compare ↗ |
| #4,014 | apache/avro | Java | ★ 3.3K | Compare ↗ |
| #4,014 | htmlhint/HTMLHint | JavaScript | ★ 3.3K | Compare ↗ |
| #4,014 | getkin/kin-openapi | Go | ★ 3.3K | Compare ↗ |
| #4,017 | Neroued/ninfer This Project | C++ | ★ 3.3K | |
| #4,017 | pamburus/hl | Rust | ★ 3.3K | Compare ↗ |
| #4,019 | taishi-i/awesome-ChatGPT-repositories | Python | ★ 3.3K | Compare ↗ |
| #4,020 | MiSTer-devel/Main_MiSTer | C++ | ★ 3.3K | Compare ↗ |
| #4,020 | coreruleset/coreruleset | Python | ★ 3.3K | Compare ↗ |
| #4,022 | conversejs/converse.js | JavaScript | ★ 3.3K | Compare ↗ |
Frequently Asked Questions
What does ninfer do? +
High-performance single-GPU inference for selected model checkpoints and GPUs.
Is ninfer actively maintained in 2026? +
Yes, ninfer is actively maintained. The latest code push was recorded on Nov 10, 2026 (2 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 3,312 stars and 137 open issues.
What language is ninfer written in? +
The primary language is C++. Topics include: software.
How many stars does ninfer have? +
ninfer has 3,312 stars and 695 forks on GitHub.
How does ninfer rank among GitHub repositories? +
With 3,312 stars, Neroued/ninfer is ranked #4,017 globally across all repositories tracked on GitHubRepo and #289 among C++ projects.
What license is ninfer distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
