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CraneBW/ninfer-ternary-bonsai-ada

Ternary (2.125 bit/weight) Bonsai 2 27B on the NINFER engine — Ada sm_89, Linux. Derivative work of Neroued/ninfer; see README.

C++ ◇ developer-tools Apache-2.0
★41STARS
⑂5FORKS
!2ISSUES
🏆#7,583GLOBAL RANK
🔥2DAYS TRENDING
🚀
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Star History

Continuous Observations
Interactive star growth chart for CraneBW/ninfer-ternary-bonsai-ada
CSV

Momentum

+10

STARS · LAST 30 DAYS

1

PER DAY

#528

MOST-STARRED C++

Window7 days30 days90 days
Stars gained+7+10+90
Per day111
Forks gained+1+3+10

ninfer-ternary-bonsai-ada gained 10 stars in the last 30 days, about 1 a day, and now has 41. It is about 1 year old and has averaged roughly 41 stars a year. It ranks #528 among C++ repositories and #7,583 across all languages on GitHubRepo.

Trending Record

ninfer-ternary-bonsai-ada has maintained a continuous presence across global trending indexes, peaking at #860. Below is the 30-day activity profile:

💡 Overview

ninfer-ternary-bonsai-ada is an open-source project written in C++: Ternary (2.125 bit/weight) Bonsai 2 27B on the NINFER engine — Ada sm_89, Linux. Derivative work of Neroued/ninfer; see README.

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

1

Optimized execution pipeline written in C++ for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ git clone https://github.com/CraneBW/ninfer-ternary-bonsai-ada.git
cd ninfer-ternary-bonsai-ada

⚙ 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-ternary-bonsai-ada 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-ternary-bonsai-ada 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

1

Install ninfer-ternary-bonsai-ada using your package manager: `git clone https://github.com/CraneBW/ninfer-ternary-bonsai-ada.git`

2

Initialize your project workspace or configuration file for ninfer-ternary-bonsai-ada.

3

Import ninfer-ternary-bonsai-ada into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `ninfer-ternary-bonsai-ada --help` to verify successful setup.

👍 Strengths

Active community backing with 41 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in C++ for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with C++ and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

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👥 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

CraneBW/ninfer-ternary-bonsai-ada is currently ranked #7,583 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

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#7,583 CraneBW/ninfer-ternary-bonsai-ada This Project C++ ★ 41
#7,583 cardmagic/starfish Ruby ★ 41 Compare ↗
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Frequently Asked Questions

What does ninfer-ternary-bonsai-ada do? +

Ternary (2.125 bit/weight) Bonsai 2 27B on the NINFER engine — Ada sm_89, Linux. Derivative work of Neroued/ninfer; see README.

What language is ninfer-ternary-bonsai-ada written in? +

The primary language is C++. Topics include: software.

Is ninfer-ternary-bonsai-ada actively maintained? +

Yes, the last recorded push was on Sep 27, 2026 with 2 open issues being tracked.

How many stars does ninfer-ternary-bonsai-ada have? +

ninfer-ternary-bonsai-ada has 41 stars and 5 forks on GitHub.

How does ninfer-ternary-bonsai-ada rank among GitHub repositories? +

With 41 stars, CraneBW/ninfer-ternary-bonsai-ada is ranked #7,583 globally across all repositories tracked on GitHubRepo and #528 among C++ projects.

What license is ninfer-ternary-bonsai-ada distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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