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Flux (text-to-image model)

From Wikipedia, the free encyclopedia
Image-generating machine learning model

Flux
AI-generated digital artwork of a path to the forest with mountainous background
An image generated with Flux.1 Kontext Pro. Partial prompt:A tranquil, sunlit mountain landscape in the style of a digital painting
Original authorBlack Forest Labs
DeveloperBlack Forest Labs
Initial releaseAugust 2024
Stable release
Flux.1 Kontext (model series)[1] / 29 May 2025
Repository
TypeText-to-image model
License
Websitebfl.ai

Flux (also known asFLUX.1) is atext-to-image model developed by Black Forest Labs (BFL), based inFreiburg im Breisgau, Germany. Black Forest Labs was founded by former employees ofStability AI. As with other text-to-image models, Fluxgeneratesimages fromnatural language descriptions, calledprompts.

History

[edit]

Black Forest Labs (BFL) was founded in 2024 by Robin Rombach, Andreas Blattmann, and Patrick Esser, former employees of Stability AI.[2][3] All three founders had previously researched the artificial intelligence image generation atLudwig Maximilian University of Munich as research assistants under Björn Ommer.[4][5][6] They published their research results on image generation in 2022, which resulted in creation ofStable Diffusion.[6][7] Investors in BFL included venture capital firmAndreessen Horowitz,Brendan Iribe,Michael Ovitz,Garry Tan, andVladlen Koltun.[8] The company received an initial investment ofUS$31 million.[9][10]

In August 2024, Flux was integrated into theGrok chatbot developed byxAI and made available as part of premium feature onX (formerly Twitter).[11][12][13][14] Grok later switched to its own text-to-image modelAurora in December 2024.[15]

On 18 November 2024,Mistral AI announced that itsLe Chat chatbot had integrated Flux Pro as its image generation model.[16][17]

On 21 November 2024, BFL 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 forinpainting and outpainting, Flux.1 Depth for control based on extracteddepth map of input images and prompts, Flux.1 Canny for control based on extractedcanny edges of input images and prompts, and Flux.1 Redux for mixing existing input images and prompts. Each tools are available in bothPro andDev models.[18][19]

In January 2025, BFL announced a partnership withNvidia for inclusion of Flux models as foundation models for Nvidia'sBlackwell microarchitecture.[20] The company also announced the release of Flux Pro Finetuning API, designed for customisation andfine-tuning of Flux-generated images and a partnership with German media companyHubert Burda Media for usage of Flux Pro as part of content creation.[21]

On 29 May 2025, BFL 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.[22][23] Alongside this, BFL Playground, an interface for testing Flux models was released.[22][23]

On 31 July 2025, BFL announced Flux.1 Krea Dev, a model developed in collaboration with Krea AI that trained to achieve better performance, more varied aesthetics, and better realism compared to existing text-to-image models.[24]

In September 2025,Adobe Inc. announced thatPhotoshop (beta) users can use Flux.1 Kontext Pro as a model for its generative fill tool.[25] BFL collaborated withMeta on Vibes, anAI slop video-generation app.[26]

Models

[edit]
Demonstration of Flux.1 Kontext Pro ability to modify an existing image
  • Left: Original image created with AnimagineXL 4.0 (atext-to-image model based onStable Diffusion XL) and post-processed withKrita
  • Right: Modified image created with Flux.1 Kontext Pro. Changes made: Addition of fox ears (kemonomimi), the position of the left arm, the colors of hair, eyes, headphone, jacket, shirt, pants, and the background

Flux is a series of text-to-image models. The models are based on rectified flow transformer blocks scaled to 12 billion parameters.[8][27] Flux.1 models were released under different licences withSchnell (meaning Fast or Quick inGerman language) released asopen-source software underApache License,Dev released assource-available software under a non-commercial licence (users can obtain a self-serving commercial licence forDev from BFL), andPro released asproprietary software and only available asAPI that can be licensed by third-party users.[28][29] Users retained the ownership of resulting output regardless of models used.[30][31]

The models can be used either online or locally by using generative AI user interfaces such asComfyUI andStable Diffusion WebUI Forge (afork of Automatic1111 WebUI).[8][32]

An improved flagship model, Flux 1.1 Pro was released on 2 October 2024.[33][34] 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 ofcandid photography.[35][36][37]

Flux.1 Kontext is a series with in-context image generation and editing capabilities. It is available inMax,Pro, andDev models.Max is the highest quality model and can be used to iteratively modify an existing image by using prompt whilePro is optimized to balance quality and speed of generation.[22]Dev is an open-weight model released under non-commercial license, same as Flux.1 Dev.[38]

Related to Flux istext-to-video model SOTA, under development as of June 2025[update].[8]

Reception

[edit]

According to a test performed byArs Technica, the outputs generated by Flux.1 Dev and Flux.1 Pro are comparable withDALL-E 3 in terms of prompt fidelity, with the photorealism closely matchedMidjourney 6 and generated human hands with more consistency over previous models such as Stable Diffusion XL.[39]

Flux has been criticised for its very realistic generated images. According to media reports, depictions ranged from an image ofDonald Trump posing with guns to disturbing scenes, which triggered discussions about ethical implications of Flux models.[4][13]

After the release of the model, social media platformX was flooded with Flux-generated images.[40][41] Black Forest Labs has not provided exact details of the data used to train the model.[35]Ars Technica suspected that Flux is based on a large, unauthorised collection of imagesscraped from the internet, a controversial practice with potential legal consequences.[39][42]

According to a test performed by Japanese technology news websiteGigazine for Flux.1 Kontext, the model series has a good understanding of the English language and can easily transferstyle of the image from photorealistic into anime-style according to prompts given by the user; however, its ability to understandJapanese is quite poor.[43]

Availability

[edit]

In addition to the official BFL Playground on its website,[44] the Flux models are also widely available through various third-party platforms for creative and professional use. These include repositories on platforms likeHugging Face[45] and Replicate.[46]

References

[edit]
  1. ^"Introducing FLUX.1 Kontext and the BFL Playground".Black Forest Labs. 29 May 2025. Retrieved10 June 2025.
  2. ^Killian, Nicolas (27 August 2024)."Black Forest Labs: Sie sind ein Teil von jener Kraft".Die Zeit (in German).ISSN 0044-2070.Archived from the original on 4 October 2024. Retrieved17 November 2024.
  3. ^Growcoot, Matt (5 August 2024)."AI Image Generator Made by Stable Diffusion Inventors on Par With Midjourney and DALL-E".PetaPixel. Retrieved17 November 2024.
  4. ^ab"Black Forest Labs unter Beschuss: Schockierende KI-Bilder sorgen für…".AlleAktien (in German). 22 August 2024. Retrieved17 November 2024.
  5. ^Hermes, Ann Kathrin (8 August 2024)."Black Forest Labs: KI-Tools aus dem Schwarzwald".trend.at (in German). Retrieved17 November 2024.
  6. ^abSchwär, Hannah (15 August 2024)."Black Forest Labs: Die Schwarzwald-KI, auf die Elon Musk setzt".Capital.de (in German). Retrieved17 November 2024.
  7. ^"High-Resolution Image Synthesis with Latent Diffusion Models".Computer Vision & Learning Group.Archived from the original on 16 November 2024. Retrieved17 November 2024.
  8. ^abcd"Announcing Black Forest Labs".Black Forest Labs. 1 August 2024.Archived from the original on 17 November 2024. Retrieved17 November 2024.
  9. ^Steinschaden, Jakob (12 August 2024)."Black Forest Labs: 31 Mio. Dollar für Herausforderer von OpenAI und Midjourney".Trending Topics (in German).Archived from the original on 28 August 2024. Retrieved17 November 2024.
  10. ^Nuñez, Michael (1 August 2024)."Stable Diffusion creators launch Black Forest Labs, secure $31M for FLUX.1 AI image generator".VentureBeat.Archived from the original on 8 October 2024. Retrieved17 November 2024.
  11. ^Puscher, Frank."Generative AI. Black Forest Labs und Flux.1: Vom Superstar zum Buhmann in fünf Tagen".MEEDIA (in German).Archived from the original on 27 September 2024. Retrieved17 November 2024.
  12. ^Bomke, Luisa."Flux.1 – ein deutscher KI-Bildgenerator dreht mit Grok frei".Handelsblatt (in German).Archived from the original on 30 August 2024. Retrieved17 November 2024.
  13. ^abWeatherbed, Jess (14 August 2024)."xAI's new Grok-2 chatbots bring AI image generation to X".The Verge.Archived from the original on 17 November 2024. Retrieved17 November 2024.
  14. ^Metz, Rachel (21 August 2024)."This Tiny Startup Is Helping Musk's Grok With Image Generation".Bloomberg News. Retrieved19 November 2024.
  15. ^Davis, Wes (7 December 2024)."X gives Grok a new photorealistic AI image generator".The Verge.Archived from the original on 12 December 2024. Retrieved10 December 2024.
  16. ^"Mistral has entered the chat".Mistral AI. 18 November 2024. Retrieved11 December 2024.
  17. ^Franzen, Carl (18 November 2024)."Mistral unleashes Pixtral Large and upgrades Le Chat into full-on ChatGPT competitor".VentureBeat. Retrieved11 December 2024.
  18. ^"Introducing FLUX.1 Tools".Black Forest Labs. 21 November 2024.Archived from the original on 26 November 2024. Retrieved13 December 2024.
  19. ^Bastian, Matthias (22 November 2024)."Black Forest Labs expands FLUX.1 with four new AI tools for image editing".The Decoder.Archived from the original on 22 November 2024. Retrieved15 December 2024.
  20. ^Takahashi, Dean (7 January 2025)."Nvidia unveils AI foundation models running on RTX AI PCs".VentureBeat.Archived from the original on 9 January 2025. Retrieved19 January 2025.
  21. ^Franzen, Carl (16 January 2025)."You can now fine-tune your own version of AI image maker Flux with just 5 images".VentureBeat.Archived from the original on 24 January 2025. Retrieved19 January 2025.
  22. ^abc"Introducing FLUX.1 Kontext and the BFL Playground".Black Forest Labs. 29 May 2025.Archived from the original on 29 June 2025. Retrieved10 June 2025.
  23. ^abDavid, Emilia (29 May 2025)."FLUX.1 Kontext enables in-context image generation for enterprise AI pipelines".VentureBeat.Archived from the original on 2 June 2025. Retrieved10 June 2025.
  24. ^"FLUX.1 Krea [dev]: An 'Opinionated' Text-to-Image Model".Black Forest Labs. 31 July 2025.Archived from the original on 2 August 2025. Retrieved2 August 2025.
  25. ^Levy, Tim (26 September 2025)."Photoshop adds Nano Banana and Kontext Pro to Generative Fill".Capture Magazine Australia. Retrieved8 October 2025.
  26. ^Malik, Aisha (25 September 2025)."Meta launches 'Vibes,' a short-form video feed of AI slop".TechCrunch. Retrieved10 October 2025.
  27. ^"black-forest-labs/FLUX.1-dev · Hugging Face".Hugging Face. 19 April 2025. Retrieved19 April 2025.
  28. ^"Get Flux".Black Forest Labs.Archived from the original on 16 November 2024. Retrieved17 November 2024.
  29. ^Wiggers, Kyle (3 October 2024)."Black Forest Labs, the startup behind Grok's image generator, releases an API".TechCrunch.Archived from the original on 4 October 2024. Retrieved17 November 2024.
  30. ^"flux/model_licenses/LICENSE-FLUX1-dev at main · black-forest-labs/flux".GitHub.Archived from the original on 27 June 2025. Retrieved27 June 2025.1a. "Derivative" means any (i) modified version of the FLUX.1 [dev] Model (including but not limited to any customized or fine-tuned version thereof), (ii) work based on the FLUX.1 [dev] Model, or (iii) any other derivative work thereof. For the avoidance of doubt, Outputs are not considered Derivatives under this License." "2d. Outputs. We claim no ownership rights in and to the Outputs. You are solely responsible for the Outputs you generate and their subsequent uses in accordance with this License. You may use Output for any purpose (including for commercial purposes), except as expressly prohibited herein. You may not use the Output to train, fine-tune or distill a model that is competitive with the FLUX.1 [dev] Model or the FLUX.1 Kontext [dev] Model.
  31. ^"API Agreement - BFL Docs (Pro)".Black Forest Labs. 1 August 2024. Archived fromthe original on 3 October 2024. Retrieved18 November 2024.Output. Company claims no ownership rights in and to the Outputs, and Developer and Users may use the Output for their own personal or commercial purposes, subject to any restrictions set forth herein or in the Flux Service Terms. For the avoidance of doubt, Outputs do not include any components of the Flux API or the Flux AI model, such as its weights or parameters.
  32. ^田口和裕 (18 August 2024)."話題の画像生成AI「FLUX.1」をStable Diffusion用の「WebUI Forge」で動かす(高速化も試してみました) (1/6)".ASCII.jp (in Japanese).ASCII Media Works. Retrieved21 November 2024.
  33. ^"Announcing FLUX1.1 [pro] and the BFL API".Black Forest Labs. 2 October 2024. Retrieved17 November 2024.
  34. ^Franzen, Carl (3 October 2024)."Black Forest Labs releases Flux 1.1 Pro and an API".VentureBeat. Retrieved17 November 2024.
  35. ^abGrowcoot, Matt (7 November 2024)."Flux AI Introduces Raw Mode That 'Captures the Genuine Feel of Candid Photography'".PetaPixel. Retrieved19 November 2024.
  36. ^Bastian, Matthias (6 November 2024)."Flux 1.1 Pro AI image model adds "amateur" RAW photo mode and 4K image generation".The Decoder. Retrieved17 November 2024.
  37. ^"Introducing FLUX1.1 [pro] Ultra and Raw Modes".Black Forest Labs. 6 November 2024.Archived from the original on 12 November 2024. Retrieved17 November 2024.
  38. ^"FLUX.1 Kontext [dev] - Open Weights for Image Editing".Black Forest Labs. 26 June 2025.Archived from the original on 28 June 2025. Retrieved27 June 2025.
  39. ^abEdwards, Benj (2 August 2024)."FLUX: This new AI image generator is eerily good at creating human hands".Ars Technica. Retrieved17 November 2024.
  40. ^Zeff, Maxwell (14 August 2024)."Meet Black Forest Labs, the startup powering Elon Musk's unhinged AI image generator".TechCrunch.Archived from the original on 17 November 2024. Retrieved17 November 2024.
  41. ^Schwarzer, Matthias (16 August 2024)."Drogen, Bomben und Gewalt: KI-Bildgenerator von Elon Musk zeigt alles – mit deutscher Technik".RND.de (in German). Retrieved17 November 2024.
  42. ^Künne, Christoph (7 August 2024)."FLUX.1: Neuer KI-Bildgenerator".DOCMA (in German).Archived from the original on 31 August 2024. Retrieved17 November 2024.
  43. ^"I tried using the high-quality and high-speed image generation AI 'FLUX.1 Kontext', which supports text and image input and can generate both anime-style and live-action-style images".GIGAZINE. 30 May 2025. Retrieved13 June 2025.
  44. ^"FLUX Playground - Black Forest Labs".playground.bfl.ai. Retrieved10 June 2025.
  45. ^"Black Forest Labs on Hugging Face".Hugging Face.Archived from the original on 2 February 2025. Retrieved5 January 2025.
  46. ^"Flux Collection on Replicate".Replicate.Archived from the original on 25 January 2025. Retrieved5 January 2025.

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