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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 FLUX 3 Image Klein?
FLUX 3 Image Klein, created by Black Forest Labs, is a cutting-edge image-generation model tailored for developers and creative teams. This model converts text prompts into striking visuals and includes features for instruction-based editing, enabling users to guide the process with up to ten reference images, while also offering output resolutions that can reach 4K. With a robust architecture comprising 5.6 billion parameters, it is conveniently accessible through the Black Forest Labs API and can be downloaded for local use. The model comes in various forms, including base and step-distilled versions, to cater to different workflows, and additional quantized formats are available for optimized local deployment. It is ideal for a wide range of applications such as creative production, design experimentation, and prototyping, thereby establishing itself as a flexible tool for image generation. Users should be aware that both local and commercial uses of the model are governed by specific licensing agreements. Additionally, the API operates on a fee structure that varies according to the number of images generated, with pricing influenced by the resolution selected, enabling users to customize their engagements based on project requirements and financial constraints. As such, it provides a comprehensive solution for those looking to enhance their creative processes with advanced image generation technology.
Media
No images available
API Availability
API Availability
Has API
Pricing Information
Free
Free Version
Pricing Information
$0.009/1K image
API use is pay-as-you-go, starting at $0.009 per 1K-resolution image; charges vary by image resolution.
Free Version
Supported Platforms
SaaS
Supported Platforms
SaaS
On-Prem
Customer Service / Support
Web-Based Support
Customer Service / Support
Not specified
Training Options
Documentation Hub
Training Options
Documentation Hub
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
Black Forest Labs
Date Founded
2024
Company Location
Germany
Company Website
bfl.ai/blog/flux-3-image-klein
Categories and Features
Categories and Features
AI Image Models
Not specified