Project AURIONAI Use-Cases Research & Innovation
Alibaba (Qwen)
image generation

Ovis-Image 7B

Open 7B text-to-image model built on Ovis2.5 and listed in the Azure AI Foundry catalogue.

Alibaba (Qwen)Alibaba (Qwen)China
Collage of images generated by Ovis-Image 7B, including rendered text.
Levelmodel
Classimage generation
Parameters7.37B
Contextnot in the notes
Released28 Nov 2025
Opennessopen weights permissive
Runs onnot in the notes
Statusactive

R&D Topics

Text-to-image foundation models (diffusion and flow transformers)produced by

Identity

Developer
Alibaba (Qwen)
Family
not in the notes
Released
28 Nov 2025 sourcesannouncement page
Weights published
28 Nov 2025
Record checked
12 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.

Architecture and Size

Architecture
not in the notes
Total parameters
7.37B sources
Active parameters
–
Checkpoint parameters
–
Note
Parameter count from the Hugging Face safetensors total.
Context length
not in the notes
Input
text
Output
image
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).

Openness and Access

Openness
open weights permissive
Licence
Apache License 2.0 sources
Access routes
open weights download, cloud marketplace
Where this comes from
The licence file governs over registry tags and aggregator labels.

Deployment

Runs on
not in the notes
Footprint
not in the notes
Runtimes
not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.

Indonesia

Indonesian support
not stated
Regional languages
not in the notes
Jakarta hosting
unknown
Languages
not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.

Benchmark Results

The notes record no benchmark result for this model.

Lineage

The notes record no lineage for this model.

Industry Use Cases

No industry use case links this model.

Sources

  1. arxiv.org/abs/2511.22982 https://arxiv.org/abs/2511.22982
  2. huggingface.co/ATH-MaaS/Ovis-Image-7B https://huggingface.co/ATH-MaaS/Ovis-Image-7B
  3. ai.azure.com/catalog/models?task=text-to-image https://ai.azure.com/catalog/models?task=text-to-image

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Ovis-Image 7B", https://aurion.semai.id/models/alibaba-ovis-image-7b/, records of October 2026.