Run 35B MoE models in ~2.5 GB of RAM. Weights stream from SSD; a trained router predicts loads a step ahead. Mac, iPhone, Android, Windows supported
⚡ Executive Summary & Quick Facts
Authoritative SourceEdge0 is Edge0 is an open-source project written in Python: Run 35B MoE models in ~2.5 GB of RAM. Weights stream from SSD; a trained router predicts loads a step ahead. Mac, iPhone, Android, Windows supported..
| Repository | Edge0-AI/Edge0 ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 6.7K stars · ⑂ 1.1K forks · #2,039 globally |
| Maintenance | ● Active (Last commit: Oct 22, 2026) · 7 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
Star History
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+4.6K
STARS · LAST 30 DAYS
152
PER DAY
#326
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +4.5K | +4.6K | +13.7K |
| Per day | 643 | 152 | 152 |
| Forks gained | +949 | +953 | +57 |
Edge0 gained 4.6K stars in the last 30 days, about 152 a day, and now has 6.7K. It is about 1 year old and has averaged roughly 6.7K stars a year. It ranks #326 among Python repositories and #2,039 across all languages on GitHubRepo.
Trending Record
5
DAYS ON TRENDING
#16
BEST RANK
Oct 23, 2026
FIRST APPEARANCE
Active
STATUS TODAY
Edge0 has maintained a continuous presence across global trending indexes, peaking at #16. Below is the 30-day activity profile:
💡 Overview
Edge0 is an open-source project written in Python: Run 35B MoE models in ~2.5 GB of RAM. Weights stream from SSD; a trained router predicts loads a step ahead. Mac, iPhone, Android, Windows supported.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. 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 Python 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
$ pip install Edge0⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
Edge0 coordinates its core functionality through a modular Python 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 Edge0 into Python 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 Edge0 using your package manager: `pip install Edge0`
Initialize your project workspace or configuration file for Edge0.
Import Edge0 into your codebase or invoke it directly from your terminal.
Execute your test suite or run `Edge0 --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
Edge0-AI/Edge0 is currently ranked #2,039 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #2,034 | SukiSU-Ultra/SukiSU-Ultra | Kotlin | ★ 6.7K | Compare ↗ |
| #2,035 | OpenMW/openmw | C++ | ★ 6.7K | Compare ↗ |
| #2,036 | thephpleague/oauth2-server | PHP | ★ 6.7K | Compare ↗ |
| #2,037 | gephi/gephi | Java | ★ 6.7K | Compare ↗ |
| #2,038 | apache/zeppelin | Java | ★ 6.7K | Compare ↗ |
| #2,039 | Edge0-AI/Edge0 This Project | Python | ★ 6.7K | |
| #2,040 | iorate/ublacklist | TypeScript | ★ 6.7K | Compare ↗ |
| #2,041 | prisma/prisma-examples | TypeScript | ★ 6.6K | Compare ↗ |
| #2,041 | linkedin/Liger-Kernel | Python | ★ 6.6K | Compare ↗ |
| #2,043 | ppoffice/hexo-theme-icarus | JavaScript | ★ 6.6K | Compare ↗ |
| #2,044 | dylang/npm-check | JavaScript | ★ 6.6K | Compare ↗ |
Frequently Asked Questions
What does Edge0 do? +
Run 35B MoE models in ~2.5 GB of RAM. Weights stream from SSD; a trained router predicts loads a step ahead. Mac, iPhone, Android, Windows supported
What language is Edge0 written in? +
The primary language is Python. Topics include: software.
Is Edge0 actively maintained? +
Yes, the last recorded push was on Oct 22, 2026 with 7 open issues being tracked.
How many stars does Edge0 have? +
Edge0 has 6,659 stars and 1,144 forks on GitHub.
How does Edge0 rank among GitHub repositories? +
With 6,659 stars, Edge0-AI/Edge0 is ranked #2,039 globally across all repositories tracked on GitHubRepo and #326 among Python projects.
What license is Edge0 distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
