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library_name: transformers
tags: []
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# Presto SVG Vectorizer

A powerful SVG generation model that converts images into high-quality, editable SVG code. [In our benchmark testing against leading LLMs](https://davidmack.medium.com/a-new-benchmark-for-llm-svg-performance-8d4906918960) like GPT-4 and Claude, our model achieved:

- 🎯 100% Generation Success Rate
- 📝 0.899 BLEU Score for code accuracy (compared to ~0.35 for other LLMs)
- 🖼️ 0.965 Structural Similarity Score
- 🔍 0.745 Pixel-wise Similarity

The model excels at:
- Generating clean, maintainable SVG code
- Preserving visual fidelity of the original image
- Handling complex design elements including colors, gradients, shapes, and masks
- Suggesting relevant stock photography alternatives through alt text

Try it now: [Presto Vectorizer on Hugging Face](https://huggingface.co/Presto-Design/llm_adapter_vectorizer_qwen7b)

For more details on our benchmarking methodology and results, visit our [SVG Benchmark Suite](https://github.com/Presto-design/svg-benchmark).