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Ovis-Image image model

Name: Ovis
Variant: Image
Also Known As: Ovis-Image-7B
Creator: Alibaba

Ovis-Image is a 7B parameter text-to-image model. You type in a prompt and it spits out an image.

Made by AIDC-AI which is the AI team at Alibaba International Digital Commerce Group.

License is Apache-2.0. That means it’s open-source and can be used freely with a few rules.

Main focus is quick and clean image creation from text. It's tuned to keep images sharp, especially when there’s text involved. It gives text results close to bigger 20B models like Qwen-Image and can match top closed ones like GPT4o in text-heavy cases while still being compact enough to run on consumer GPUs.

They built it to fix how vision and language mix inside these models. Ovis does that by giving images a smarter way to get embedded into the system.

Ovis-Image is just one part of the Ovis model family. While the main Ovis work handles both images and text for understanding, this one leans more toward making new images from text prompts. Particularly, Ovis-Image-7B is built upon Ovis-U1 - a 3-billion-parameter unified model.

Key Features:

Ovis-Image Examples

Image output
Text is written twice. And again, something's not right with the blur, you can check by the original link to FAL my prompt and the result. Generated on November 30, 2025
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Image output
Here with a tweaked prompt + 40 steps - better result. Odd, but you have to call for sharp focus to NOT get a blurry output. Generated on November 30, 2025
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Image output
Takes a lot of 'Crisp, sharp, in focus' etc to render text that is not heavily blurred Generated on November 30, 2025
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Image output
This went better, no out of focus issues. Both the text in the foreground and background is correct. Generated on November 30, 2025
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Image output
Will Smith hating spaghetti test didn't go too well - predictably, this small model is aimed at text not complex physics + text as in this bowl throwing, food flying etc Generated on November 30, 2025
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Image output
Keep throwingin that 'sharp' keyword, guys. Illustrated capybara is fine. Generated on November 30, 2025
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Image output
Understands claymation style and renders it in focus straight up. Generated on November 30, 2025
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Image output
Added text to this digital illustration art, looking good (even though misspelled) Generated on November 30, 2025
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Image output
Cinematic shot + text. Generated on November 30, 2025
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Image output
Yarn text + a cute kitten Generated on November 30, 2025
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Image output
It's got nice liquid dynamics understanding. Needs upscaling+sharpening. Generated on November 30, 2025
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Image output
Called for anime art style in this one Generated on November 30, 2025
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Image output
Paper render Generated on November 30, 2025
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Image output
Wow, fast, stylish and accurate with this underwater coral typography. Generated on November 29, 2025
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Image output
Paper flower typography test looks nice but slightly out of focus for some reason. Generated on November 29, 2025
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Where To Find Ovis-Image

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