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What is Seedream 4.0?

Seedream 4.0 marks a significant advancement in the realm of multimodal artificial intelligence by integrating text-to-image generation with text-driven image editing in one cohesive platform, capable of delivering high-resolution images up to 4K with exceptional precision and rapidity. Utilizing a sophisticated architecture that combines diffusion transformers and variational autoencoders, this model adeptly processes both textual descriptions and visual inputs, resulting in outputs that exhibit impressive detail and consistency while skillfully handling complex aspects such as semantics, lighting, and structural integrity. Furthermore, it is equipped to facilitate batch generation and accommodate multiple visual references, empowering users to make specific adjustments—be it style alterations, background modifications, or changes to individual objects—without sacrificing the scene's overall quality. Seedream 4.0's extraordinary ability to understand prompts, produce visually stunning results, and maintain structural soundness allows it to outshine not only its predecessors but also rival models across numerous evaluation metrics that emphasize prompt fidelity and visual coherence. This revolutionary tool not only streamlines creative processes but also expands the horizons for artists and designers eager to explore new dimensions of digital artistry, enhancing their ability to realize complex creative visions. As a result, Seedream 4.0 stands at the forefront of artistic innovation in the digital age, paving the way for future developments in AI-assisted art creation.

What is FLUX 3 Image?

FLUX 3 Image is an AI image generation and editing model developed by Black Forest Labs for creating, composing, and modifying images with granular control over visual elements. The model supports standard text-to-image generation with prompt following and an understanding of image composition. Users who need more precise layouts can define subjects and objects with bounding boxes before generating an image. These layouts use a consistent 0-to-1000 coordinate grid across different aspect ratios, allowing individual elements to be positioned within specified regions of the canvas. FLUX 3 Image can also make multiple changes within an existing image while locking other elements so they remain unchanged. This enables workflows such as recoloring specific objects, modifying individual subjects, or making localized adjustments without unnecessarily altering the surrounding composition. The model supports up to 10 reference images that can be brought together into a newly composed scene using reference tokens and placement instructions. FLUX 3 Image can render images natively at 2K and 4K resolutions, with the source demonstrating an output of 5456 × 3072 pixels and 16.8 megapixels. Its pixel-perfect editing functionality is designed to modify a particular region of an image while preserving the original content elsewhere. Black Forest Labs also positions the model for agentic workflows, with native layout and composition understanding that allows an AI agent to create structured images from text prompts and planned element placements. For organizations that require self-hosted image generation, FLUX 3 Image is available through a commercial weights license that supports fine-tuning and deployment on private infrastructure.

Media

Media

No images available

Integrations Supported

Flyne AI
OpenClaw
SnapVee Studio

Integrations Supported

Collart AI
FLUX 3
FLUX Upscale

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided
Free Trial Offered?

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

ByteDance

Date Founded

2012

Company Location

China

Company Website

seed.bytedance.com/en/seedream4_0

Company Facts

Organization Name

Black Forest Labs

Date Founded

2024

Company Location

Germany

Company Website

bfl.ai/models/flux-3-image

Categories and Features

AI Image Generators

Not specified

AI Image Models

Not specified

AI Models

Not specified

Categories and Features

AI Image Models

Not specified

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