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)
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