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Description

ERNIE-Image is a text-to-image generation model created by Baidu that aims to produce high-quality images with precise adherence to instructions and enhanced control. Utilizing a single-stream Diffusion Transformer (DiT) framework with approximately 8 billion parameters, it achieves leading performance among open-weight image models while maintaining operational efficiency. The model features an integrated prompt enhancement mechanism that transforms basic user inputs into more elaborate and structured descriptions, thereby elevating the quality and coherence of the images it generates. It is particularly adept at complex instruction adherence, enabling it to accurately depict text within images, manage structured layouts, and create multi-element compositions, making it ideal for applications such as posters, comics, and multi-panel designs. Furthermore, ERNIE-Image accommodates multilingual prompts in languages such as English, Chinese, and Japanese, which enhances its accessibility and usability across different regions. This versatility may lead to a wider range of creative applications, allowing users to express their ideas visually in diverse contexts.

Description

FLUX.1 Krea [dev] is a cutting-edge, open-source diffusion transformer with 12 billion parameters, developed through the collaboration of Krea and Black Forest Labs, aimed at providing exceptional aesthetic precision and photorealistic outputs while avoiding the common “AI look.” This model is fully integrated into the FLUX.1-dev ecosystem and is built upon a foundational model (flux-dev-raw) that possesses extensive world knowledge. It utilizes a two-phase post-training approach that includes supervised fine-tuning on a carefully selected combination of high-quality and synthetic samples, followed by reinforcement learning driven by human feedback based on preference data to shape its stylistic outputs. Through the innovative use of negative prompts during pre-training, along with custom loss functions designed for classifier-free guidance and specific preference labels, it demonstrates substantial enhancements in quality with fewer than one million examples, achieving these results without the need for elaborate prompts or additional LoRA modules. This approach not only elevates the model's output but also sets a new standard in the field of AI-driven visual generation.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

FLUX.1
Fuser
OpenClaw

Integrations

FLUX.1
Fuser
OpenClaw

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

Free
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Baidu

Founded

2000

Country

China

Website

ernie.baidu.com/blog/posts/ernie-image/

Vendor Details

Company Name

Krea

Founded

2022

Country

United States

Website

www.krea.ai/blog/flux-krea-open-source-release

Product Features

Product Features

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Alternatives

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