| --- |
| language: |
| - en |
| license: apache-2.0 |
| tags: |
| - code |
| - coding |
| - text-generation |
| - qwen2.5-coder |
| - ollama |
| - gguf |
| - python |
| - typescript |
| - javascript |
| - php |
| - react |
| - nextjs |
| - fastapi |
| - laravel |
| - tool-calling |
| pipeline_tag: text-generation |
| inference: false |
| --- |
| |
| # 🧠 SopuCoder (v1.1.0) |
|
|
| **SopuCoder** is an open-source, community-driven AI coding assistant created and maintained by **Md. Saiful Islam (Saif)**, built upon Alibaba Cloud's **Qwen2.5-Coder 7B** foundation model and customized for production-grade full-stack software engineering. |
|
|
| --- |
|
|
| ## 🚀 Key Specifications |
|
|
| - **Creator & Maintainer:** Md. Saiful Islam (Saif) |
| - **Base Architecture:** Alibaba Cloud Qwen 2.5 Coder 7B |
| - **Context Length:** 32,768 tokens |
| - **Inference Speed:** ~17 tokens/second on Apple Silicon M1 |
| - **Target Stacks:** TypeScript, React 19, Next.js App Router, Python (FastAPI/SQLAlchemy 2.0), PHP 8.3 (Laravel 11/Yii2), Three.js, GSAP, SaaS Multi-Tenancy (PostgreSQL RLS). |
| - **Tool Calling Support:** Native Ollama tool execution with Open-Meteo (keyless real-time weather) and safe web fetch. |
|
|
| --- |
|
|
| ## 📊 18-Domain Baseline Benchmark (v1.1.0) |
|
|
| | Category | Benchmark Test | Score / Speed | Status | |
| | :--- | :--- | :--- | :--- | |
| | **JavaScript & TypeScript** | Type-Safe Generic Nominal Event Bus | 16.75 t/s | **Level 5 (Production)** | |
| | **React** | Compound Modal with ARIA & Context | 17.67 t/s | **Level 5 (Production)** | |
| | **Next.js App Router** | Server Action with Zod & Revalidation | 16.34 t/s | **Level 5 (Production)** | |
| | **Node.js** | Backpressure-Managed NDJSON Stream Pipeline | 17.10 t/s | **Level 5 (Production)** | |
| | **PHP & Laravel 11** | Idempotent Job with Backoff & Enums | 16.90 t/s | **Level 5 (Production)** | |
| | **Yii2 & WordPress** | REST API Controller with Nonces & `$wpdb` | 17.20 t/s | **Level 4 (Advanced)** | |
| | **Python Backend** | SQLAlchemy 2.0 Async Generic Repository | 17.00 t/s | **Level 5 (Production)** | |
| | **Three.js & R3F** | Procedural ShaderMaterial & Drei Animation | 16.80 t/s | **Level 4 (Advanced)** | |
| | **GSAP Motion** | ScrollTrigger Pinning with `@gsap/react` | 16.90 t/s | **Level 4 (Advanced)** | |
| | **SaaS & DB Migrations** | Multi-Tenant RLS & Zero-Downtime Migration | 17.40 t/s | **Level 5 (Production)** | |
| | **Testing & Debugging** | Vitest Hook Suite & Thread-Safe Lock Repair | 17.20 t/s | **Level 5 (Production)** | |
| | **Tool Calling** | Native Dispatch & Open-Meteo Live Integration | 17.30 t/s | **Level 5 (Production)** | |
|
|
| --- |
|
|
| ## 🦙 Quick Run with Ollama |
|
|
| ```bash |
| # Run latest release |
| ollama run sopu175/sopu-coder:v1.1.0 |
| |
| # Or run latest tag |
| ollama run sopu175/sopu-coder:latest |
| ``` |
|
|
| ## 🛠️ Native Tool-Calling CLI |
|
|
| ```bash |
| # Clone the repository |
| git clone https://github.com/sopu175/sopu-coder.git && cd SopuCoder |
| |
| # Run live query with real-time tool execution (e.g. Open-Meteo) |
| python -m tools.cli "What is the weather today in Dhaka?" |
| ``` |
|
|
| --- |
|
|
| ## 📄 License & Attribution |
| - **Creator Attribution:** Created and maintained by Md. Saiful Islam (Saif). |
| - **Foundation Model:** Built upon Alibaba Cloud's Qwen2.5-Coder 7B (Apache License 2.0). |
| - **SopuCoder Engine:** Licensed under the Apache License 2.0. |
|
|
