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Average Ratings 0 Ratings

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ease
features
design
support

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Description

MOSS-Image represents a versatile family of open-weight models designed for transforming natural-language prompts and structured layout specifications into images. Both its Base and fine-tuned SFT checkpoints utilize a unified inference interface and accommodate prompts with a maximum length of 4,096 tokens. Users have the flexibility to either articulate a scene in written form or supply JSON layout data that dictates the placement of objects and text within the image. The project offers comprehensive resources, including Python and Gradio workflows, a Diffusers pipeline, model weights, and detailed guidance for local deployment and fine-tuning processes. This model is capable of producing a variety of visual content, such as illustrations, photorealistic images, posters, and other designed compositions that can integrate specific text elements. Additionally, developers have the option to leverage supported image-generation runtimes or a hosted API to enhance their projects. Aimed at developers, researchers, and creative individuals, the software facilitates the generation and modification of images with precise layout control, making it a valuable tool in various creative endeavors. As users explore MOSS-Image, they can unlock new possibilities in visual storytelling and design innovation.

Description

Seedream 4.0 represents a groundbreaking evolution in multimodal AI, seamlessly combining text-to-image generation and text-based image manipulation within a single framework, capable of producing high-resolution visuals up to 4K with remarkable accuracy and speed. This innovative model employs an advanced diffusion transformer and variational autoencoder architecture, enabling it to effectively interpret both written prompts and visual references to generate outputs that are rich in detail and consistency, all while managing intricate elements such as semantics, lighting, and structural integrity adeptly. Additionally, it supports batch generation and multiple references, allowing users to execute precise modifications, whether altering style, background, or specific objects, without compromising the overall scene's quality. Demonstrating unparalleled prompt comprehension, visual appeal, and structural robustness, Seedream 4.0 surpasses its predecessors and competing models in various benchmarks focused on prompt fidelity and visual coherence. This advancement not only enhances creative workflows but also opens new possibilities for artists and designers seeking to push the boundaries of digital art.

API Access

Has API Yes 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

ComfyUI Yes 
Flyne AI No 
OpenClaw No 
SnapVee Studio No 

Integrations

ComfyUI No 
Flyne AI Yes 
OpenClaw Yes 
SnapVee Studio Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

No price information available.
Free Trial Yes 
Free Version No 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac Yes 
Linux Yes 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

OpenMOSS

Country

China

Website

openmoss.ai/MOSS-Image/

Vendor Details

Company Name

ByteDance

Founded

2012

Country

China

Website

seed.bytedance.com/en/seedream4_0

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