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Add support for Ovis-Image#12740

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yiyixuxu merged 12 commits into
huggingface:mainfrom
DoctorKey:ovis-image
Dec 2, 2025
Merged

Add support for Ovis-Image#12740
yiyixuxu merged 12 commits into
huggingface:mainfrom
DoctorKey:ovis-image

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@DoctorKey

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What does this PR do?

This PR introduces Ovis-Image into the diffusers library. Ovis-Image integrates a diffusion-based visual decoder with the Ovis 2.5 multimodal backbone, leveraging a text-centric training pipeline that combines large-scale pre-training with carefully tailored post-training refinements. Despite its compact architecture, Ovis-Image achieves text rendering performance on par with significantly larger open models such as Qwen-Image and approaches closed-source systems like Seedream and GPT4o.

@DoctorKey

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Ovis-Image has been released:

@yiyixuxu

yiyixuxu commented Dec 1, 2025

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@bot /style

@HuggingFaceDocBuilderDev

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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

@yiyixuxu yiyixuxu left a comment

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Thanks so much for the PR! I left a few feedbacks, and I think we can merge this very soon

Congrats on the release!! Sorry, we overlooked the PR (it was the thanksgiving holiday in US)
We will reach out to set up a collaboration channel for your future release.

Comment thread src/diffusers/pipelines/ovis_image/pipeline_ovis_image.py Outdated
Comment thread src/diffusers/pipelines/ovis_image/pipeline_ovis_image.py Outdated
Comment thread src/diffusers/pipelines/ovis_image/pipeline_ovis_image.py Outdated
Comment thread src/diffusers/pipelines/ovis_image/pipeline_ovis_image.py Outdated
Comment thread src/diffusers/pipelines/ovis_image/pipeline_ovis_image.py Outdated
@DoctorKey

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Thank you for the detailed feedback. I have addressed all comments in this commit. Please let me know if further adjustments are needed!
@yiyixuxu

@yiyixuxu yiyixuxu left a comment

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thanks!

@yiyixuxu

yiyixuxu commented Dec 2, 2025

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can you run make style and make fix-copies

and do you want to add docs and test in a follow up PR?

we need to add these docs:

test I saw you already created a folder:)

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I have run make style and make fix-copies in this commit.

The docs have been added in this commit.

We want to add test in a follow up PR.

@yiyixuxu yiyixuxu merged commit 4f136f8 into huggingface:main Dec 2, 2025
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3 participants