shubham0204/SmolChat-Android
Running any GGUF SLMs/LLMs locally, on-device in Android
⚡ Executive Summary & Quick Facts
Authoritative SourceSmolChat-Android is SmolChat-Android is an open-source project written in Kotlin: Running any GGUF SLMs/LLMs locally, on-device in Android..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), shubham0204/SmolChat-Android has accumulated 905 GitHub stars and 153 forks. It is written in Kotlin, licensed under Apache-2.0, and ranks #9,106 globally. It is actively maintained with the latest commit recorded on Nov 1, 2026.”
| Repository | shubham0204/SmolChat-Android ↗ |
|---|---|
| Primary Category | android |
| Language & Stack | Kotlin |
| Software License | Apache-2.0 |
| Community Traction | ★ 905 stars · ⑂ 153 forks · #9,106 globally |
| Maintenance | ● Active (Last commit: Nov 1, 2026) · 39 open issues |
| Target Audience | Developers and engineering teams building with Kotlin, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 97/100 · Grade A+Yes, SmolChat-Android is actively maintained. Continuous telemetry recorded the last code commit on Nov 1, 2026 (11 days ago). Supported by 905 stars and 153 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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+23
STARS · LAST 30 DAYS
1
PER DAY
#369
MOST-STARRED Kotlin
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +23 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
SmolChat-Android gained 23 stars in the last 30 days, about 1 a day, and now has 905. It is about 2 years old and has averaged roughly 453 stars a year. It ranks #369 among Kotlin repositories and #9,106 across all languages on GitHubRepo.
Trending Record
10
DAYS ON TRENDING
#6473
BEST RANK
Oct 31, 2026
FIRST APPEARANCE
Active
STATUS TODAY
SmolChat-Android has maintained a continuous presence across global trending indexes, peaking at #6473. Below is the 30-day activity profile:
💡 Overview
SmolChat-Android is an open-source project written in Kotlin: Running any GGUF SLMs/LLMs locally, on-device in Android.
Engineered for speed, consistency, and developer ease, it solves common hurdles in android, cpp, ggml. 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 Kotlin 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/shubham0204/SmolChat-Android.git
cd SmolChat-Android⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
JDK 17+, Kotlin compiler >= 1.9
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
SmolChat-Android coordinates its core functionality through a modular Kotlin 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 SmolChat-Android into Kotlin 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 SmolChat-Android using your package manager: `git clone https://github.com/shubham0204/SmolChat-Android.git`
Initialize your project workspace or configuration file for SmolChat-Android.
Import SmolChat-Android into your codebase or invoke it directly from your terminal.
Execute your test suite or run `SmolChat-Android --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Kotlin, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
shubham0204/SmolChat-Android is currently ranked #9,106 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #9,099 | huggingface/dataset-viewer | Python | ★ 907 | Compare ↗ |
| #9,099 | OpenZeppelin/cairo-contracts | Rust | ★ 907 | Compare ↗ |
| #9,099 | ahmet/awesome-web3 | TypeScript | ★ 907 | Compare ↗ |
| #9,099 | ComposeGears/Valkyrie | Kotlin | ★ 907 | Compare ↗ |
| #9,099 | inline-chat/inline | TypeScript | ★ 907 | Compare ↗ |
| #9,106 | shubham0204/SmolChat-Android This Project | Kotlin | ★ 905 | |
| #9,106 | AlchemyCMS/alchemy_cms | Ruby | ★ 905 | Compare ↗ |
| #9,106 | mozilla/addons-server | Python | ★ 905 | Compare ↗ |
| #9,106 | stratosphereips/StratosphereLinuxIPS | Python | ★ 905 | Compare ↗ |
| #9,106 | gotempsh/temps | Rust | ★ 905 | Compare ↗ |
| #9,106 | orneryd/NornicDB | Go | ★ 905 | Compare ↗ |
Frequently Asked Questions
What does SmolChat-Android do? +
Running any GGUF SLMs/LLMs locally, on-device in Android
Is SmolChat-Android actively maintained in 2026? +
Yes, SmolChat-Android is actively maintained. The latest code push was recorded on Nov 1, 2026 (11 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 905 stars and 39 open issues.
What language is SmolChat-Android written in? +
The primary language is Kotlin. Topics include: android, cpp, ggml, kotlin, llamacpp.
How many stars does SmolChat-Android have? +
SmolChat-Android has 905 stars and 153 forks on GitHub.
How does SmolChat-Android rank among GitHub repositories? +
With 905 stars, shubham0204/SmolChat-Android is ranked #9,106 globally across all repositories tracked on GitHubRepo and #369 among Kotlin projects.
What license is SmolChat-Android distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
