Drawings and CADImage + textImage generation

OmniSVG

A family of models that produce SVG both from an image and from a text description, from a simple icon to a detailed illustration. For precise drawings the result has to be checked against the original.

Developer
Fudan University and StepFun, China
First release
Jul 2025
Latest release
Mar 2026
Sizes
3B – 8B
License
Commercial use allowedApache 2.0
Russian
Not supported
Ready-made builds
GGUF
Running
On your own serverNeeds a GPU
Industries
Media and production, Marketing and content, Software development, Manufacturing and logistics
Deploy on your server Hugging Face GitHub

What it does

  • Vectorising images and symbols into SVG
  • Creating icons and pictograms from a text description
  • Preparing vector graphics for web and print
  • Quick options for symbols used on diagrams

Where it is used

Design and media productionMarketing and brandingInterface developmentProduction and cutting preparation

Hardware requirements

LaptopLaptop or regular PC, up to 8 GB of VRAM — smaller versions
no versions
1 GPUOne GPU with 16–80 GB — mid-size versions
fits
ClusterServer with several GPUs — flagship versions
no versions

Versions

  1. Обновление весов 1.1
  2. OmniSVG 1.1 4B и 8B
  3. OmniSVG на Qwen2.5-VL-3B

How to run it

On your own serverWeights are downloaded from Hugging Face and served with vLLM (load and API) or llama.cpp (modest hardware). The model then runs in a closed network with no per-request fees.Hugging Face
How much hardware you needCalculate the VRAM for the model size, context length and number of concurrent requests.Open the hardware calculator

I can set this up end to end: pick the model size, deploy it on your server and connect it to your systems. Quantization compresses a model so it takes less video memory and runs on more modest hardware. Answers change slightly, so quality is checked on your own examples.

Frequently asked questions

Can OmniSVG be used in a commercial project?

Yes. License: Apache 2.0. It allows commercial use, but it is still worth having a lawyer review the license before launch.

What hardware does OmniSVG need?

At minimum: One GPU with 16–80 GB — mid-size versions. Without a GPU the model is not practical. You can calculate the exact VRAM for your model size and context in the hardware calculator.

Does OmniSVG support Russian?

No. The developer documentation lists the supported languages and Russian is not among them.

Where can I download OmniSVG and what does it cost?

The OmniSVG weights are open and free to download. You only pay for the hardware it runs on and for the setup. Source links are at the bottom of this page.

How I deploy it for clients

  1. SelectionI pick the model size for your task and hardware and test it on your examples.
  2. DeploymentI deploy it on your server or in a closed network and provide an API.
  3. Fine-tuningI fine-tune it on your data (LoRA) or connect a knowledge base — whichever is cheaper for the task.
  4. IntegrationI connect it to your CRM, ERP, bot, website or team chat and set up monitoring.

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Details

Source: huggingface.co/OmniSVG/OmniSVG1.1_8B. Data checked against the model card on 22 Sep 2026. Have a lawyer review the license before commercial launch.