| --- |
| library_name: transformers |
| tags: [] |
| --- |
| |
| # 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). |
