CodeAid/CouplingSmells-Detection-model

CodeAid Coupling Smells Detection Model (Qwen2.5-14B-Instruct Fine-Tuned)

This model is a fine-tuned version of Qwen2.5-14B-Instruct, specialized for detecting coupling smells in Java code. It was developed as part of the CodeAid project to assist developers in identifying code quality issues directly in their IDE.

🧠 Model Purpose

The model identifies coupling-related code smells such as:

• Feature Envy
• Inappropriate Intimacy
• Message Chains
• Excessive Dependencies

It analyzes Java classes and their dependencies to detect architectural or design issues that increase coupling and reduce maintainability.

🔧 Technical Details

• Base Model: Qwen2.5-14B-Instruct
• Fine-Tuning Method: QLoRA with LoRA adapters merged
• Format: safetensors (merged)
• Task Type: Text generation (instruction-based)