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What is FLUX.1 Krea?

FLUX.1 Krea [dev] represents a state-of-the-art open-source diffusion transformer boasting 12 billion parameters, collaboratively developed by Krea and Black Forest Labs, and is designed to deliver remarkable aesthetic accuracy and photorealistic results while steering clear of the typical “AI look.” Fully embedded within the FLUX.1-dev ecosystem, this model is based on a foundational framework (flux-dev-raw) that encompasses a vast array of world knowledge. It employs a two-phase post-training strategy that combines supervised fine-tuning using a thoughtfully curated mix of high-quality and synthetic samples, alongside reinforcement learning influenced by human feedback derived from preference data to refine its stylistic outputs. Additionally, through the creative application of negative prompts during pre-training, coupled with specialized loss functions aimed at classifier-free guidance and precise preference labeling, it achieves significant improvements in quality with less than one million examples, all while eliminating the need for complex prompts or supplementary LoRA modules. This innovative methodology not only enhances the quality of the model's outputs but also establishes a new benchmark in the realm of AI-generated visual content, showcasing the potential for future advancements in this dynamic field.

What is Decart Mirage?

Mirage is a revolutionary new autoregressive model that enables real-time transformation of video into a fresh digital environment without the need for pre-rendering. By leveraging advanced Live-Stream Diffusion (LSD) technology, it achieves a remarkable processing speed of 24 frames per second with latency below 40 milliseconds, ensuring seamless and ongoing video transformations while preserving both motion and structure. This innovative tool is versatile, accommodating inputs from webcams, gameplay, films, and live streams, while also allowing for dynamic real-time style adjustments based on text prompts. To enhance visual continuity, Mirage employs a sophisticated history-augmentation feature that maintains temporal coherence across frames, effectively addressing the glitches often seen in diffusion-only models. With the aid of GPU-accelerated custom CUDA kernels, its performance reaches speeds up to 16 times faster than traditional methods, making uninterrupted streaming a reality. Moreover, it offers real-time previews on both mobile and desktop devices, simplifies integration with any video source, and supports a wide range of deployment options to broaden user accessibility. In summary, Mirage not only redefines digital video manipulation but also paves the way for future innovations in the field. Its unique combination of speed, flexibility, and functionality makes it a standout asset for creators and developers alike.

Media

Media

Integrations Supported

FLUX.1

Integrations Supported

FLUX.1

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Krea

Date Founded

2022

Company Location

United States

Company Website

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

Company Facts

Organization Name

Decart Mirage

Company Location

United States

Company Website

mirage.decart.ai/

Categories and Features

Categories and Features

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