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Flux (also known as FLUX.1) is a
text-to-image model A text-to-image model is a machine learning model which takes an input natural language prompt and produces an image matching that description. Text-to-image models began to be developed in the mid-2010s during the beginnings of the AI boom ...
developed by Black Forest Labs, based in
Freiburg im Breisgau Freiburg im Breisgau or simply Freiburg is the List of cities in Baden-Württemberg by population, fourth-largest city of the German state of Baden-Württemberg after Stuttgart, Mannheim and Karlsruhe. Its built-up area has a population of abou ...
, Germany. Black Forest Labs was founded by former employees of
Stability AI Stability AI Ltd is a UK-based artificial intelligence company, best known for its text-to-image model Stable Diffusion. History and founding Stability AI was founded in 2019 by Emad Mostaque and by Cyrus Hodes. In August 2022 Stability AI r ...
. As with other text-to-image models, Flux generates
images An image or picture is a visual representation. An image can be two-dimensional, such as a drawing, painting, or photograph, or three-dimensional, such as a carving or sculpture. Images may be displayed through other media, including a project ...
from
natural language A natural language or ordinary language is a language that occurs naturally in a human community by a process of use, repetition, and change. It can take different forms, typically either a spoken language or a sign language. Natural languages ...
descriptions, called '' prompts''.


History

Black Forest Labs was founded in 2024 by Robin Rombach, Andreas Blattmann, and Patrick Esser, former employees of Stability AI. All three founders had previously researched the artificial intelligence image generation at
Ludwig Maximilian University of Munich The Ludwig Maximilian University of Munich (simply University of Munich, LMU or LMU Munich; ) is a public university, public research university in Munich, Bavaria, Germany. Originally established as the University of Ingolstadt in 1472 by Duke ...
as research assistants under Björn Ommer. They published their research results on image generation in 2022, which resulted in creation of
Stable Diffusion Stable Diffusion is a deep learning, text-to-image model released in 2022 based on Diffusion model, diffusion techniques. The generative artificial intelligence technology is the premier product of Stability AI and is considered to be a part of ...
. Investors in Black Forest Labs included venture capital firm
Andreessen Horowitz AH Capital Management, LLC (commonly known as Andreessen Horowitz, or a16z) is an American privately held venture capital firm, founded in 2009 by Marc Andreessen and Ben Horowitz. The company is headquartered in Menlo Park, California. As of M ...
, Brendan Iribe,
Michael Ovitz Michael Steven Ovitz (born December 14, 1946) is an American businessman. He was a talent agent who co-founded Creative Artists Agency (CAA) in 1975 and served as its chairman until 1995. Ovitz later served as president of The Walt Disney Compan ...
,
Garry Tan Garry Tan (; born 1981) is a Canadian-American venture capitalist and executive who is the CEO of Y Combinator and a founder of Initialized Capital. He previously co-founded Posterous and Posthaven. He was an early employee at Palantir Techno ...
, and Vladlen Koltun. The company received an initial investment of million. In August 2024, Flux was integrated into the
Grok ''Grok'' () is a neologism coined by the American writer Robert A. Heinlein for his 1961 science fiction novel '' Stranger in a Strange Land''. While the ''Oxford English Dictionary'' summarizes the meaning of ''grok'' as "to understand intuit ...
chatbot developed by xAI and made available as part of premium feature on
X (formerly Twitter) Twitter, officially known as X since 2023, is an American microblogging and social networking service. It is one of the world's largest social media platforms and one of the most-visited websites. Users can share short text messages, imag ...
. Grok later switched to its own text-to-image model
Aurora An aurora ( aurorae or auroras), also commonly known as the northern lights (aurora borealis) or southern lights (aurora australis), is a natural light display in Earth's sky, predominantly observed in high-latitude regions (around the Arc ...
in December 2024. On 18 November 2024,
Mistral AI Mistral AI SAS () is a French artificial intelligence (AI) startup, headquartered in Paris. Founded in 2023, it specializes in open-weight large language models (LLMs), with both open-source and proprietary AI models. Namesake The company is ...
announced that its ''Le Chat'' chatbot had integrated Flux Pro as its image generation model. On 21 November 2024, Black Forest Labs announced the release of Flux.1 Tools, a suite of editing tools designed to be used on top of existing Flux models. The tools consisting of Flux.1 Fill for
inpainting Inpainting is a conservation process where damaged, deteriorated, or missing parts of an artwork are filled in to present a complete image. This process is commonly used in image restoration. It can be applied to both physical and digital art m ...
and outpainting, Flux.1 Depth for control based on extracted
depth map In 3D computer graphics and computer vision, a depth map is an Digital image, image or Channel (digital image), image channel that contains information relating to the distance of the Computer representation of surfaces, surfaces of scene objec ...
of input images and prompts, Flux.1 Canny for control based on extracted canny edges of input images and prompts, and Flux.1 Redux for mixing existing input images and prompts. Each tools are available in both ''Pro'' and ''Dev'' variants. In January 2025, Black Forest Labs announced a partnership with
Nvidia Nvidia Corporation ( ) is an American multinational corporation and technology company headquartered in Santa Clara, California, and incorporated in Delaware. Founded in 1993 by Jensen Huang (president and CEO), Chris Malachowsky, and Curti ...
for inclusion of Flux models as foundation models for Nvidia's Blackwell microarchitecture. The company also announced the release of , designed for customisation and fine-tuning of Flux-generated images and a partnership with German media company
Hubert Burda Media Hubert Burda Media Holding is a German media group with headquarters in Offenburg. It originated as a small printing business, founded by Franz Burda Snr in Philippsburg, in 1903. In 1986, the corporate group was divided up between Franz Jnr, ...
for usage of Flux Pro as part of content creation. On 29 May 2025, Black Forest Labs announced Flux.1 Kontext, a suite of models that enable in-context image generation and editing, allowing users to prompt with both text and images. Alongside this, they launched the BFL Playground, an interface for testing Flux models.


Models

Flux is a series of text-to-image models. The models are based on rectified flow transformer blocks scaled to 12billion parameters. Flux.1 models were released under different licences with ''Schnell'' (meaning Fast or Quick in
German language German (, ) is a West Germanic language in the Indo-European language family, mainly spoken in Western Europe, Western and Central Europe. It is the majority and Official language, official (or co-official) language in Germany, Austria, Switze ...
) released as
open-source software Open-source software (OSS) is Software, computer software that is released under a Open-source license, license in which the copyright holder grants users the rights to use, study, change, and Software distribution, distribute the software an ...
under
Apache License The Apache License is a permissive free software license written by the Apache Software Foundation (ASF). It allows users to use the software for any purpose, to distribute it, to modify it, and to distribute modified versions of the software ...
, ''Dev'' released as
source-available software Source-available software is software released through a source code distribution model that includes arrangements where the source can be viewed, and in some cases modified, but without necessarily meeting the criteria to be called ''open-source ...
under a non-commercial licence, and ''Pro'' released as
proprietary software Proprietary software is computer software, software that grants its creator, publisher, or other rightsholder or rightsholder partner a legal monopoly by modern copyright and intellectual property law to exclude the recipient from freely sharing t ...
and only available as
API An application programming interface (API) is a connection between computers or between computer programs. It is a type of software interface, offering a service to other pieces of software. A document or standard that describes how to build ...
that can be licensed by third-party users. Users retained the ownership of resulting output regardless of models used. The models can be used either online or locally by using generative AI user interfaces such as ComfyUI and Stable Diffusion WebUI Forge (a
fork In cutlery or kitchenware, a fork (from 'pitchfork') is a utensil, now usually made of metal, whose long handle terminates in a head that branches into several narrow and often slightly curved tines with which one can spear foods either to h ...
of Automatic1111 WebUI). An improved flagship model, Flux 1.1 Pro was released on 2 October 2024. Two additional modes were added on 6 November, Ultra which can generate image at four times higher resolution and up to 4 megapixel without affecting generation speed and Raw which can generate hyper-realistic image in the style of
candid photography Candid photography, also called spontaneous photography or snap shooting, is photography captured without creating a posed appearance. Candid photography captures natural expressions and moments that might not be possible to reproduce in a stu ...
. Flux.1 Kontext is a series with in-context image generation and editing capabilities. It is available in ''Pro'' and ''Max'' variants with ''Dev'' variant in private beta. ''Pro'' is the highest quality model and can be used to iteratively modify an existing image by using prompt while ''Max'' is optimised for speed of generation. ''Dev'' will be an open-weight model. Related to Flux is text-to-video model SOTA, under development .


Reception

According to a test performed by ''
Ars Technica ''Ars Technica'' is a website covering news and opinions in technology, science, politics, and society, created by Ken Fisher and Jon Stokes in 1998. It publishes news, reviews, and guides on issues such as computer hardware and software, sci ...
,'' the outputs generated by Flux.1 Dev and Flux.1 Pro are comparable with DALL-E 3 in terms of prompt fidelity, with the photorealism closely matched
Midjourney Midjourney is a generative artificial intelligence program and service created and hosted by the San Francisco-based independent research lab Midjourney, Inc. Midjourney generates images from natural language descriptions, called '' prompts'', ...
6 and generated human hands with more consistency over previous models such as Stable Diffusion XL. Flux has been criticised for its very realistic generated images. According to media reports, depictions ranged from an image of
Donald Trump Donald John Trump (born June 14, 1946) is an American politician, media personality, and businessman who is the 47th president of the United States. A member of the Republican Party (United States), Republican Party, he served as the 45 ...
posing with guns to disturbing scenes, which triggered discussions about ethical implications of technologies developed by Black Forest Labs. After the release of the model, social media platform X was flooded with Flux-generated images. Black Forest Labs has not provided exact details of the data used to train the model. ''Ars Technica'' suspected that Flux is based on a large, unauthorised collection of images scraped from the internet, a controversial practice with potential legal consequences. According to a test performed by Japanese technology news website ''Gigazine'' for Flux.1 Kontext, the model series has a good understanding in English language and can easily transfer
style Style, or styles may refer to: Film and television * ''Style'' (2001 film), a Hindi film starring Sharman Joshi, Riya Sen, Sahil Khan and Shilpi Mudgal * ''Style'' (2002 film), a Tamil drama film * ''Style'' (2004 film), a Burmese film * '' ...
of image from photorealistic into anime-style according to prompts given by the user, however its capability to understand
Japanese language is the principal language of the Japonic languages, Japonic language family spoken by the Japanese people. It has around 123 million speakers, primarily in Japan, the only country where it is the national language, and within the Japanese dia ...
is quite poor.


Availability

In addition to the official BFL Playground on their website, the Flux models are also widely available through various third-party platforms for creative and professional use. These include repositories on platforms like
Hugging Face Hugging Face, Inc. is a French-American company based in List of tech companies in the New York metropolitan area, New York City that develops computation tools for building applications using machine learning. It is most notable for its Transf ...
and Replicate.


References


External links

*
Flux models on Hugging Face

Flux models on Replicate

Flux models on FAL.ai
{{Artificial intelligence navbox Unsupervised learning Text-to-image generation Deep learning software applications Artificial intelligence art Open-source artificial intelligence 2024 establishments in Germany Software using the Apache license