| 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. | |