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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
Fooocus is a user-friendly, open-source image generation tool that operates offline, built on Gradio and utilizing Stable Diffusion XL (SDXL) technology. It is crafted for ease of use, allowing users to concentrate on crafting prompts while the software manages the intricate details. Additionally, Fooocus features an offline prompt enhancement engine based on GPT-2 and incorporates sampling upgrades, which guarantee high-quality results for both concise and extensive prompts. The software also boasts functionalities such as inpainting, outpainting, upscaling, and image prompting, employing its proprietary algorithms to deliver better performance than conventional SDXL techniques. Users can choose from various presets, including anime and realistic styles, while also benefiting from an intuitive interface that supports advanced customization options. The installation process is quick and straightforward, requiring only a few clicks, and Fooocus is compatible with systems featuring a minimum of 4GB NVIDIA GPU memory. Currently, Fooocus is in a phase of limited long-term support, primarily concentrating on addressing bugs, and there are no immediate intentions to transition to newer model architectures, which may affect long-term enhancements. This combination of features makes Fooocus a compelling choice for those interested in image generation.
API Access
Has API
API Access
Has API
Integrations
FLUX.1
Fuser
NVIDIA DRIVE
OpenClaw
Stable Diffusion XL (SDXL)
Integrations
FLUX.1
Fuser
NVIDIA DRIVE
OpenClaw
Stable Diffusion XL (SDXL)
Pricing Details
Free
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
Krea
Founded
2022
Country
United States
Website
www.krea.ai/blog/flux-krea-open-source-release
Vendor Details
Company Name
lllyasviel
Country
China
Website
github.com/lllyasviel/Fooocus