Average Ratings 0 Ratings
Average Ratings 0 Ratings
Description
Qwen-Image-2.1 is an advanced model for text-to-image creation and image modification, part of the Qwen series, engineered to effectively balance the quality of generated images, the efficiency of inference, and overall adaptability. With a visual generation architecture comprising 7 billion parameters and utilizing 32 Single-Stream DiT layers, it features a streamlined design that integrates mixed-granularity attention alongside prefix KV cache reuse, enabling high-quality image outputs while minimizing computational demands. This model offers native capabilities for creating both standard and transparent RGBA images, facilitating transparent-layer editing and allowing for subject extraction from images, all integrated within a single framework. For editing purposes, it accommodates up to ten reference images for complex multi-subject arrangements, takes local editing commands via circles, painted notes, or distinct masks, and maintains the integrity of individuals and products throughout the process. Enhancements in typography, portrait illumination, realistic textures, and intricate details have been implemented to yield results that are not only more polished but also visually striking. Additionally, this model’s versatility in handling various image generation tasks sets it apart in the realm of image synthesis technology.
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
Integrations
Flyne AI
No
Happy Shrimp 1.0
Yes
OpenClaw
No
Qwen
Yes
Qwen Studio
Yes
QwenCloud
Yes
SnapVee Studio
No
Integrations
Flyne AI
Yes
Happy Shrimp 1.0
No
OpenClaw
Yes
Qwen
No
Qwen Studio
No
QwenCloud
No
SnapVee Studio
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
No price information available.
Free Trial
Yes
Free Version
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
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
Yes
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
Alibaba
Founded
1999
Country
China
Website
github.com/QwenLM/Qwen-Image-2.1
Vendor Details
Company Name
ByteDance
Founded
2012
Country
China
Website
seed.bytedance.com/en/seedream4_0