MOSS-ImageOpenMOSS
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P-Image-IdeogramIdeogram
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Related Products
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About
MOSS-Image is an open-weight text-to-image model family for generating images from natural-language prompts and structured layout instructions. Its Base and fine-tuned SFT checkpoints share an inference interface and support prompts of up to 4,096 tokens. Users can describe a scene in text or provide JSON layout data to guide where objects and rendered text appear in the composition. The project includes Python and Gradio workflows, a Diffusers pipeline, model weights, and guidance for local deployment and fine-tuning. It can be used to create illustrations, photorealistic images, posters, and other designed compositions, including images containing specified text. Developers can also use supported image-generation runtimes and a hosted API option. The software is aimed at developers, researchers, and creative practitioners who want to generate or adapt images with layout control.
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About
P-Image-Ideogram is a family of Pareto-optimal text-to-image models built by Ideogram with Pruna AI to deliver a strong balance of image quality, generation speed, and efficiency. Designed for high-volume production and rapid iteration, it produces 1K images in seconds while maintaining quality near leading image models. Four Quality levels let users match compute to the brief rather than follow a simple worse-to-better ladder. Medium serves as the everyday default, High is suited to dense typography, complex prompts, and fine details, and Very Low or Low support drafts, testing, and broad A/B exploration. Developers can access the model through a synchronous API endpoint and submit either a natural-language prompt or a structured Ideogram 4.0 JSON prompt, which the server detects automatically. Optional prompt upsampling can expand instructions through Magic Prompt, while a fixed seed supports reproducible results.
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Platforms Supported
Windows
Not Supported
Mac
Supported
Linux
Supported
Cloud
Supported
On-Premises
Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
Developers, researchers, and creative practitioners who want to generate images from text or structured layouts, run the model locally, or fine-tune it for custom tasks.
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Audience
Creators and developers requiring fast, cost-efficient text-to-image generation for high-volume visual production and rapid iteration
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Not Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Supported
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API
Offers API
Supported
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
Free
Free Version
Supported
Free Trial
Not Supported
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Pricing
No information available.
Free Version
Not Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationOpenMOSS
China
openmoss.ai/MOSS-Image/
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Company InformationIdeogram
Founded: 2022
Canada
ideogram.ai/tools/p-image-ideogram
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Alternatives |
Alternatives |
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Categories |
Categories |
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Integrations
ComfyUI
Supported
JSON
Not Supported
Model Context Protocol (MCP)
Not Supported
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Integrations
ComfyUI
Not Supported
JSON
Supported
Model Context Protocol (MCP)
Supported
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