MobiInfer runs 35B-A3B-class MoE models fully on-device on the Qualcomm Hexagon NPU, streaming experts from flash with lookahead scheduling (LES) and DSpark speculation.
⚡ Executive Summary & Quick Facts
Authoritative SourceMobiinfer-Android is Mobiinfer-Android is an open-source project written in C++: MobiInfer runs 35B-A3B-class MoE models fully on-device on the Qualcomm Hexagon NPU, streaming experts from flash with lookahead scheduling (LES) and DSpark speculation..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), IPADS-SAI/Mobiinfer-Android has accumulated 192 GitHub stars and 23 forks. It is written in C++, licensed under MIT, and ranks #16,218 globally. It is actively maintained with the latest commit recorded on Oct 22, 2026.”
| Repository | IPADS-SAI/Mobiinfer-Android ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | C++ |
| Software License | MIT |
| Community Traction | ★ 192 stars · ⑂ 23 forks · #16,218 globally |
| Maintenance | ● Active (Last commit: Oct 22, 2026) · 1 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, Mobiinfer-Android is actively maintained. Continuous telemetry recorded the last code commit on Oct 22, 2026 (8 days ago). Supported by 192 stars and 23 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
#1,281
MOST-STARRED C++
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +94 | +10 | +90 |
| Per day | 13 | 1 | 1 |
| Forks gained | +10 | +3 | +10 |
Mobiinfer-Android gained 10 stars in the last 30 days, about 1 a day, and now has 192. It is about 1 year old and has averaged roughly 192 stars a year. It ranks #1,281 among C++ repositories and #16,218 across all languages on GitHubRepo.
Trending Record
7
DAYS ON TRENDING
#898
BEST RANK
Oct 23, 2026
FIRST APPEARANCE
Active
STATUS TODAY
Mobiinfer-Android has maintained a continuous presence across global trending indexes, peaking at #898. Below is the 30-day activity profile:
💡 Overview
Mobiinfer-Android is an open-source project written in C++: MobiInfer runs 35B-A3B-class MoE models fully on-device on the Qualcomm Hexagon NPU, streaming experts from flash with lookahead scheduling (LES) and DSpark speculation.
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/IPADS-SAI/Mobiinfer-Android.git
cd Mobiinfer-Android⚙ 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
Mobiinfer-Android 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 Mobiinfer-Android 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 Mobiinfer-Android using your package manager: `git clone https://github.com/IPADS-SAI/Mobiinfer-Android.git`
Initialize your project workspace or configuration file for Mobiinfer-Android.
Import Mobiinfer-Android into your codebase or invoke it directly from your terminal.
Execute your test suite or run `Mobiinfer-Android --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
IPADS-SAI/Mobiinfer-Android is currently ranked #16,218 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
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| #16,218 | IPADS-SAI/Mobiinfer-Android This Project | C++ | ★ 192 | |
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Frequently Asked Questions
What does Mobiinfer-Android do? +
MobiInfer runs 35B-A3B-class MoE models fully on-device on the Qualcomm Hexagon NPU, streaming experts from flash with lookahead scheduling (LES) and DSpark speculation.
Is Mobiinfer-Android actively maintained in 2026? +
Yes, Mobiinfer-Android is actively maintained. The latest code push was recorded on Oct 22, 2026 (8 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 192 stars and 1 open issues.
What language is Mobiinfer-Android written in? +
The primary language is C++. Topics include: software.
How many stars does Mobiinfer-Android have? +
Mobiinfer-Android has 192 stars and 23 forks on GitHub.
How does Mobiinfer-Android rank among GitHub repositories? +
With 192 stars, IPADS-SAI/Mobiinfer-Android is ranked #16,218 globally across all repositories tracked on GitHubRepo and #1,281 among C++ projects.
What license is Mobiinfer-Android distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
