metadata
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
# 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
# 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.