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qwen-streamlit-coder
kunalsahjwani/qwen-streamlit-coder
qwen-streamlit-coder is a machine learning model from kunalsahjwani. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
This model is a LoRA fine-tuned version of Qwen/Qwen2.5-Coder-1.5B-Instruct, specialized for generating Streamlit applications.
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Public
Updated Jun 16, 2025
Repo size
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Jun 16, 2025
- Updated
- Jun 16, 2025
- SHA
- 34d41be0
Base models
Model card
From the Hugging Face model README
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.
- License
- apache-2.0
- Languages
- en
- Created
- Jun 16, 2025
- Updated
- Jun 16, 2025