README.md

---
license: apache-2.0
base_model: Qwen/Qwen2.5-Coder-1.5B-Instruct
tags:
- code-generation
- streamlit
- fine-tuned
- lora
language:
- en
---

# 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.