MOSS-Image

MOSS-Image

OpenMOSS
+
+

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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.

About

Seedream 5.0 Lite is a text-to-image generation model designed to deliver creativity with precise control. It enables users to master diverse artistic styles and complex layouts while ensuring every visual detail aligns closely with their instructions. The model is built to understand nuanced prompts, translating intent into highly accurate and expressive imagery. With integrated online search capabilities, Seedream 5.0 Lite can visualize real-time news, trends, and current topics instantly. Its intelligent prompt alignment system enhances consistency and reduces deviations from user expectations. Internal benchmark results from MagicBench show significant improvements in prompt following and overall image-text alignment. By combining creativity, precision, and responsiveness to trends, Seedream 5.0 Lite empowers users to generate compelling and relevant visual content effortlessly.

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

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

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.

Audience

Seedream 5.0 Lite is ideal for designers, marketers, content creators, and digital artists who need precise, trend-aware AI image generation with strong prompt alignment and editing capabilities

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Not Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

OpenMOSS
China
openmoss.ai/MOSS-Image/

Company Information

ByteDance
Founded: 2012
China
seed.bytedance.com/en/seedream5_0_lite

Alternatives

FLUX 3

FLUX 3

Black Forest Labs

Alternatives

MiniMax H3

MiniMax H3

MiniMax
FLUX 3

FLUX 3

Black Forest Labs
Seedream

Seedream

ByteDance

Categories

AI Image Models Supported

Categories

AI Image Models Supported
AI Models Supported

Integrations

ComfyUI Supported
Flyne AI Not Supported
Higgsfield Soul 2.0 Not Supported
Higgsfield Supercomputer Not Supported
Magnific Not Supported
Movis Studio Not Supported
OpenClaw Not Supported
Pixae AI Not Supported
Pixalice Not Supported
Seedream Not Supported

Integrations

ComfyUI Not Supported
Flyne AI Supported
Higgsfield Soul 2.0 Supported
Higgsfield Supercomputer Supported
Magnific Supported
Movis Studio Supported
OpenClaw Supported
Pixae AI Supported
Pixalice Supported
Seedream Supported
Claim MOSS-Image and update features and information
Claim MOSS-Image and update features and information
Claim Seedream 5.0 Lite and update features and information
Claim Seedream 5.0 Lite and update features and information