Flux Completely Destroys Stable Diffusion 3! The New Champion

All Your Tech AI
2 Aug 202411:02

TLDRBlack Forest Lab's new diffusion model, Flux, is revolutionizing AI-generated images with its incredible prompt adherence and one-shot tech creation. Flux outperforms Stable Diffusion 3, offering rapid image generation and high-quality results. With models like Flux Schnell for speed and Flux Pro for the highest quality, this technology is poised to redefine AI art creation. Users can explore Flux's capabilities through Pixel Dojo, where a large language model assists in crafting detailed prompts for stunning visual outputs.

Takeaways

  • 😲 A new diffusion model called Flux has been released by Black Forest Lab, which is being hailed as a game-changer in image generation.
  • 🌟 The Flux model shows incredible prompt adherence and one-shot tech creation capabilities, outperforming previous models like Stable Diffusion 3.
  • 💡 The team behind Flux includes former members of Stability AI, known for creating Stable Diffusion XL, indicating a strong pedigree in AI image generation.
  • 💼 Black Forest Lab is backed by significant investors, including Dent Horwitz, suggesting substantial support for the development and growth of Flux.
  • 🏆 Flux outperforms its competitors in image generation speed and quality, as demonstrated through comparative scores and user experiences.
  • 🔍 Flux is available in three versions: Schnell, Dev, and Pro, each with different capabilities and intended uses, from rapid image generation to high-quality, detailed outputs.
  • 🛠️ Flux Dev is designed for developers, offering a platform to build upon and innovate with image-to-image transformations and other AI functionalities.
  • 🔒 The Pro version of Flux is closed source and available exclusively via API, providing access to the highest quality image generation capabilities.
  • 🎨 Users can experiment with Flux through Pixel Dojo, a platform that allows for easy generation and manipulation of images using Flux's technology.
  • 📈 Flux's performance is impressive, with the ability to generate high-quality images from simple or complex prompts, showcasing its versatility and potential for various applications.
  • 🔄 The model's ability to understand context and generate detailed prompts automatically, as demonstrated in the Image Dojo example, simplifies the creative process for users.

Q & A

  • What is the name of the new diffusion model introduced by Black Forest Lab?

    -The new diffusion model introduced by Black Forest Lab is called Flux.

  • What are some of the key features of Flux that make it stand out from other models?

    -Flux stands out due to its rapid image generation, high-quality results, excellent prompt adherence, and one-shot tech creation capabilities.

  • Who is the team behind Flux and what is their background?

    -The team behind Flux came from Stability AI, the creators of models like Stable Diffusion XL. They have started Black Forest Lab and are backed by significant tech industry figures.

  • How does Flux compare to other models like Colors, Aura, and Stable Diffusion 3 in terms of speed and quality?

    -Flux generates images faster than its competitors and offers higher quality images, with Flux Dev and Pro models being particularly impressive.

  • What are the three versions of Flux and their respective purposes?

    -The three versions of Flux are Schnell, Dev, and Pro. Schnell is faster and lighter but produces lower quality images; Dev is designed for developers to build upon; Pro is a high-parameter model available only via API and is used for high-quality image generation.

  • How can users access and use Flux through Pixel Dojo?

    -Users can access Flux through Pixel Dojo by submitting prompts in the platform, which then uses Flux to generate images. There is also an 'Image Dojo' feature that utilizes a large language model to refine prompts and generate detailed images.

  • What is the significance of Flux's one-shot tech creation feature?

    -The one-shot tech creation feature allows Flux to generate images from complex prompts without the need for iterative adjustments, making the image creation process more efficient and user-friendly.

  • How does the large language model integrate with Flux to enhance the image generation process?

    -The large language model fine-tunes the prompts to create detailed images and stock photography, understanding context and user preferences to generate high-quality images with minimal user input.

  • What is the process for users to upscale images generated by Flux on Pixel Dojo?

    -After generating an image with Flux, users can click the upscale button, which automatically saves the image, runs a creative upscaler to enhance and double the resolution, and then makes the refined image available in the user's gallery.

  • How can users share their creations generated with Flux on Pixel Dojo?

    -Users can make their creations public by clicking the lock icon in their gallery, allowing the images to be visible to the community and shared in the community gallery on Pixel Dojo.

  • What is the potential impact of Flux on the AI image generation field, according to the script?

    -Flux has the potential to revolutionize the AI image generation field by delivering on the promises made by previous models like Stable Diffusion 3, offering superior quality and efficiency in image creation.

Outlines

00:00

🚀 Introduction to Flux: A Revolutionary Diffusion Model

The script introduces Flux, a new diffusion model developed by Black Forest Lab, a company with a team originating from Stability AI. Flux is praised for its incredible image generation capabilities, rivaling or surpassing other models like Mid Journey, with exceptional prompt adherence and one-shot tech creation. The model is backed by significant funding and notable figures in tech, such as Dent Horwitz. It is compared with other models like Stable Diffusion XL, Pixart, and Aura, highlighting its rapid image generation. Flux comes in three versions: Schnell, Dev, and Pro, with varying speeds and qualities. The script also mentions the availability of Flux on Comfy UI for personal machine use and the potential of the Dev model for developers to build upon.

05:02

🎨 Exploring Flux's Image Generation Capabilities and Features

This paragraph delves into the practical use of Flux, demonstrating how it can generate high-quality images with both simple and complex prompts. It showcases the model's ability to create detailed and context-aware images, such as a coffee cup with 'Pixel Dojo' printed on it, and a wine glass, by leveraging a large language model for prompt refinement. The script also highlights the ease of use with Image Dojo, a tool that simplifies the image creation process by generating detailed prompts automatically. The paragraph includes examples of user-generated content and the model's ability to understand and modify prompts based on previous context, resulting in accurate and creative outputs.

10:03

🛠️ Utilizing Flux for Advanced Image Creation and Community Engagement

The final paragraph discusses advanced uses of Flux, such as generating a realistic robot painting a wall with a message that Flux outperforms Stable Diffusion 3. It emphasizes the model's impressive one-shot capability and its potential to fulfill the promises made by Stable Diffusion 3. The script invites viewers to explore Flux further by submitting images to the Pixel Dojo community gallery or by installing the model on their machines for personal use. It concludes with an invitation to engage with the tech community and a sign-off from the host, Brian.

Mindmap

Keywords

Flux

Flux is a newly released diffusion model developed by Black Forest lab, which is being hailed as a revolutionary advancement in the field of AI-generated images. It is considered the main subject of the video, showcasing its capabilities to produce high-quality images with remarkable prompt adherence. The term 'flux' is used throughout the script to describe this model's superior performance compared to its predecessors.

Diffusion Model

A diffusion model is a type of deep learning model used for generating high-quality images from textual descriptions. In the context of the video, the diffusion model 'Flux' is highlighted as it outperforms previous models like Stable Diffusion 3, demonstrating faster image generation and better adherence to the input prompts.

Black Forest Lab

Black Forest Lab is the company responsible for developing the Flux diffusion model. The script mentions that the team behind Flux has a strong background, originating from Stability AI, and includes industry heavyweights like Dent Horwitz. This company is central to the narrative of the video as it positions Flux as a leading contender in AI image generation.

Pixel Dojo

Pixel Dojo is a platform mentioned in the script where users can experiment with and generate images using the Flux model. It serves as an example of how Flux can be integrated into existing AI platforms to enhance user experience and creativity.

Prompt Adherence

Prompt adherence refers to the ability of an AI model to accurately interpret and generate images based on the textual prompts provided by the user. The script emphasizes Flux's exceptional prompt adherence, which allows it to create images that closely match the user's textual descriptions, setting it apart from other models.

One-shot Tech Creation

One-shot tech creation is a feature of the Flux model that allows it to generate images from a single prompt without the need for multiple iterations or examples. The script illustrates this capability with examples, demonstrating Flux's ability to understand and execute complex prompts in a single attempt.

Stable Diffusion XL

Stable Diffusion XL is a previous model developed by the team that now works at Black Forest Lab. It is mentioned in the script to highlight the team's expertise and to draw a comparison between the capabilities of Flux and their previous work, emphasizing the advancements made with Flux.

Comfy UI

Comfy UI is a user interface platform that allows users to run AI models like Flux on their own machines. The script provides a link to Comfy UI and mentions a tutorial for those unfamiliar with it, indicating that Flux can be accessed and used by a broader audience through this platform.

Flux Schnell, Dev, and Pro

These terms refer to different versions of the Flux model, each with varying capabilities and intended uses. Flux Schnell is faster but produces lower-quality images, Flux Dev is designed for developers to build upon, and Flux Pro is a high-parameter model available only via API, offering the highest quality images. The script discusses these versions to illustrate the versatility and accessibility of Flux.

Creative Upscale

Creative Upscale is a process mentioned in the script that enhances the quality and resolution of AI-generated images. It is used as an example of how the images produced by Flux can be further improved, showcasing the model's potential for high-quality image generation.

Pixel Dojo Community Gallery

The Pixel Dojo Community Gallery is a feature of the Pixel Dojo platform where users can submit and share their AI-generated images with the community. The script encourages viewers to submit their Flux-generated images to this gallery, promoting a sense of community and collaboration among users.

Highlights

A brand new diffusion model called Flux was released by Black Forest Lab.

Flux is being compared to MidJourney and has strong prompt adherence with one-shot text creation capabilities.

The team behind Flux came from Stability AI, known for creating models like Stable Diffusion XL.

Flux is open-source and generates images rapidly compared to other competitors.

Flux comes in three versions: Schnell, Dev, and Pro, each offering different performance levels and use cases.

The Pro model of Flux is a 12 billion parameter model and is currently the most powerful among the three.

Flux Schnell generates images 10 times faster than the Pro model but with lower quality.

The Dev model is designed for developers and allows for features like image-to-image generation and fine-tuning.

Flux can be run in ComfyUI, and there’s a tutorial available for users who want to try it.

Pixel Dojo has integrated Flux into its platform, allowing users to create and upscale images using the Pro model.

Flux delivers on what many expected from Stable Diffusion 3, offering high-quality image generation.

The model allows for complex prompts that generate detailed and accurate images, comparable to those from MidJourney V6.

A new feature called Image Dojo uses Flux to simplify the process of creating high-quality images without needing complex prompts.

Image Dojo also utilizes a large language model fine-tuned to generate detailed prompts and stock photography-like images.

Flux offers an impressive balance of speed, quality, and user-friendly features, setting it apart from other diffusion models.