metadata
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.