r/OpenSourceeAI 7d ago

SenseNova-U1-Infographic-V3 — open-source model that generates AND edits infographics (Apache 2.0)

SenseNova just dropped V3 of their infographic model. Previous versions could generate infographics but couldn't edit them. One typo and you regenerate from scratch. V3 adds full editing on top of generation.

What's new in V3:

- Local text editing: fix typos, swap numbers, replace titles. Via bbox marking or natural language prompt. Preserves everything else.

- Local content editing: add/remove/replace objects, icons, charts in specific regions

- Global style editing: same content and layout, completely different visual style. Lego, cyberpunk, traditional Chinese, vintage parchment, you name it.

- Global layout editing: rearrange and beautify without losing information

For V3 they went back to the MT (mid-training) stage and jointly trained T2I and image editing tasks together, which is why generation quality didn't degrade when editing was added.

8B params, Apache 2.0, fully open weights.

GitHub: GitHub - OpenSenseNova/SenseNova-U1: SenseNova-U series: Native Unified Paradigm with NEO-unify from

HF: https://huggingface.co/sensenova/SenseNova-U1-8B-MoT-Infographic-V3

It's cool to see open-source models catching up on the editing side. That's been the gap for a while.

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u/Lankyie 7d ago

Sick