Run models larger than your RAM or VRAM by streaming MoE experts from SSD. Built on llama.cpp.
⚡ Executive Summary & Quick Facts
Authoritative Sourceinferssd is inferssd is an open-source project written in C++: Run models larger than your RAM or VRAM by streaming MoE experts from SSD. Built on llama.cpp..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), wici-ai/inferssd has accumulated 208 GitHub stars and 35 forks. It is written in C++, licensed under Apache-2.0, and ranks #16,424 globally. It is actively maintained with the latest commit recorded on Nov 1, 2026.”
| Repository | wici-ai/inferssd ↗ |
|---|---|
| Primary Category | apple silicon |
| Language & Stack | C++ |
| Software License | Apache-2.0 |
| Community Traction | ★ 208 stars · ⑂ 35 forks · #16,424 globally |
| Maintenance | ● Active (Last commit: Nov 1, 2026) · 6 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, inferssd is actively maintained. Continuous telemetry recorded the last code commit on Nov 1, 2026 (1 days ago). Supported by 208 stars and 35 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
#1,297
MOST-STARRED C++
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
inferssd gained 10 stars in the last 30 days, about 1 a day, and now has 208. It is about 1 year old and has averaged roughly 208 stars a year. It ranks #1,297 among C++ repositories and #16,424 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#16462
BEST RANK
Nov 1, 2026
FIRST APPEARANCE
Active
STATUS TODAY
inferssd has maintained a continuous presence across global trending indexes, peaking at #16462. Below is the 30-day activity profile:
💡 Overview
inferssd is an open-source project written in C++: Run models larger than your RAM or VRAM by streaming MoE experts from SSD. Built on llama.cpp.
Engineered for speed, consistency, and developer ease, it solves common hurdles in apple-silicon, cuda, gguf. 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/wici-ai/inferssd.git
cd inferssd⚙ 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
inferssd 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with inferssd.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install inferssd using your package manager: `git clone https://github.com/wici-ai/inferssd.git`
Initialize your project workspace or configuration file for inferssd.
Import inferssd into your codebase or invoke it directly from your terminal.
Execute your test suite or run `inferssd --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
wici-ai/inferssd is currently ranked #16,424 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #16,392 | ErsatzTV/next | Rust | ★ 209 | Compare ↗ |
| #16,392 | GetBusbar/busbar | Rust | ★ 209 | Compare ↗ |
| #16,392 | canonical/myna | Rust | ★ 209 | Compare ↗ |
| #16,392 | gsamat/amanu | Swift | ★ 209 | Compare ↗ |
| #16,392 | idlerunner00/procedural-pixel-creatures | C# | ★ 209 | Compare ↗ |
| #16,424 | wici-ai/inferssd This Project | C++ | ★ 208 | |
| #16,424 | olabini/paipr | Ruby | ★ 208 | Compare ↗ |
| #16,424 | avdi/hammertime | Ruby | ★ 208 | Compare ↗ |
| #16,424 | szegedi/dynalink | Java | ★ 208 | Compare ↗ |
| #16,424 | guillaumebreton/gone | Go | ★ 208 | Compare ↗ |
| #16,424 | SensorsINI/jaer | Java | ★ 208 | Compare ↗ |
Frequently Asked Questions
What does inferssd do? +
Run models larger than your RAM or VRAM by streaming MoE experts from SSD. Built on llama.cpp.
Is inferssd actively maintained in 2026? +
Yes, inferssd is actively maintained. The latest code push was recorded on Nov 1, 2026 (1 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 208 stars and 6 open issues.
What language is inferssd written in? +
The primary language is C++. Topics include: apple-silicon, cuda, gguf, inference, llama-cpp.
How many stars does inferssd have? +
inferssd has 208 stars and 35 forks on GitHub.
How does inferssd rank among GitHub repositories? +
With 208 stars, wici-ai/inferssd is ranked #16,424 globally across all repositories tracked on GitHubRepo and #1,297 among C++ projects.
What license is inferssd distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
