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ease
features
design
support

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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.

Description

Imagen 3 represents the latest advancement in Google's innovative text-to-image AI technology. It builds upon the strengths of earlier versions and brings notable improvements in image quality, resolution, and alignment with user instructions. Utilizing advanced diffusion models alongside enhanced natural language comprehension, it generates highly realistic, high-resolution visuals characterized by detailed textures, vibrant colors, and accurate interactions between objects. In addition, Imagen 3 showcases improved capabilities in interpreting complex prompts, which encompass abstract ideas and scenes with multiple objects, all while minimizing unwanted artifacts and enhancing overall coherence. This powerful tool is set to transform various creative sectors, including advertising, design, gaming, and entertainment, offering artists, developers, and creators a seamless means to visualize their ideas and narratives. The impact of Imagen 3 on the creative process could redefine how visual content is produced and conceptualized across industries.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Fuser Yes 
FLUX.1 Yes 
Gemini No 
Gemini 1.5 Flash No 
Gemini 1.5 Pro No 
Gemini 2.0 No 
Gemini 2.0 Flash No 
Gemini Enterprise No 
Gemini Enterprise Agent Platform No 
Gemini Nano No 
Gemini Pro No 
Google AI Plus No 
Google AI Studio No 
ImageFX No 
OpenClaw Yes 
Poe No 
Thread Deck No 
fal No 

Integrations

Fuser Yes 
FLUX.1 No 
Gemini Yes 
Gemini 1.5 Flash Yes 
Gemini 1.5 Pro Yes 
Gemini 2.0 Yes 
Gemini 2.0 Flash Yes 
Gemini Enterprise Yes 
Gemini Enterprise Agent Platform Yes 
Gemini Nano Yes 
Gemini Pro Yes 
Google AI Plus Yes 
Google AI Studio Yes 
ImageFX Yes 
OpenClaw No 
Poe Yes 
Thread Deck Yes 
fal Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

No price information available.
Free Trial No 
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 No 

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

Krea

Founded

2022

Country

United States

Website

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

Vendor Details

Company Name

Google

Founded

1998

Country

United States

Website

deepmind.google/technologies/imagen-3/

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