kunalsahjwani/qwen-streamlit-coder

Qwen2.5-Coder Fine-tuned for Streamlit Code Generation

This model is a LoRA fine-tuned version of Qwen/Qwen2.5-Coder-1.5B-Instruct, specialized for generating Streamlit applications.

Training Details

• Base Model: Qwen/Qwen2.5-Coder-1.5B-Instruct
• Fine-tuning Method: LoRA (Low-Rank Adaptation)
• Training Data: 48 Streamlit code examples
• Training Examples: 38 train, 10 validation

Evaluation Results

• BLEU Score: 0.047
• ROUGE-L: 0.119
• Syntax Validity: 60%
• Streamlit Import Rate: 100%

Model Performance

Specialized for generating Streamlit applications with proper imports and component usage.