FLUX - A new Midjourney killer is born!!!

1littlecoder
1 Aug 202408:48

TLDRBlack Forest Labs, a new startup by the original stable diffusion team, has launched a groundbreaking text-to-image generation model called FLUX. With three models—Flux Pro, Flux Dev, and Flux Schnell—this technology excels in text rendering and is poised to revolutionize industries with its high-quality, rapid image generation. Backed by significant funding, including from a16z, FLUX models range from proprietary APIs to open-source licenses, offering versatility for both commercial and personal use. The models' impressive ELO scores and sample images demonstrate their superiority over competitors, with the potential to transform video and image generation on-the-fly.

Takeaways

  • 🌟 A new text-to-image generation startup called Black Forest Labs has been launched.
  • 🔥 They have introduced a family of models named FLUX, including FLUX Pro, FLUX Dev, and FLUX Schnell.
  • 🎨 FLUX models excel in text rendering, making them potentially ideal for creating YouTube thumbnails.
  • 💼 The startup is well-funded, with backing from investors such as a16z.
  • 🏆 FLUX Pro is not open-source but available through APIs on their platform and other services like Replicate and File.ai.
  • 🛠 FLUX Dev is open-source but not for commercial use, while FLUX Schnell is available under the Apache 2.0 license for personal and commercial use.
  • 📈 The models have impressive ELO scores, outperforming other models like Stability AI's SDXL and SD3 Turbo.
  • 🤖 The FLUX models are based on a hybrid architecture combining multimodality with parallel diffusion transformer blocks, scaled up to 12 billion parameters.
  • 🖼️ The models can generate images of various sizes and aspect ratios, from 1 megapixel up to 2 megapixels.
  • 📹 Black Forest Labs is planning to launch a text-to-video model in the future, following the trend of other startups in the space.
  • 🎉 The quality of the images generated by FLUX models is so high that they could transform industries, with the smallest model capable of producing high-quality outputs in less than 2 seconds.

Q & A

  • What is the name of the new text-to-image generation startup mentioned in the script?

    -The new text-to-image generation startup is called Black Forest Labs.

  • How many models has Black Forest Labs released in their initial launch?

    -Black Forest Labs has released three models in their initial launch: Flux Pro, Flux Dev, and Flux Schnell.

  • What makes Flux Pro unique compared to the other models released by Black Forest Labs?

    -Flux Pro is unique because it does not come with open weights and is only available through APIs on their own platform, as well as through Replicate and Hugging Face.

  • Is Flux Dev available for commercial applications?

    -No, Flux Dev is available as an open weight but is not available for commercial applications.

  • What license is Flux Schnell released under, and where can it be found?

    -Flux Schnell is released under the Apache 2.0 license and is available on Hugging Face Model Hub for both personal use and commercial applications.

  • Which model is considered the fastest among the three released by Black Forest Labs?

    -Flux Schnell is considered the fastest model among the three released by Black Forest Labs.

  • What is the significance of the ELO score mentioned in the script?

    -The ELO score signifies the ranking of the models, indicating the performance of Flux models compared to other models like Stable Diffusion, Stability AI's SD3, and Mid Journey D3 Ultra.

  • What is the architecture of Flux One models, and how do they improve upon previous models?

    -Flux One models are based on a hybrid architecture of multimodality and parallel diffusion Transformer blocks, scaled up to 12 billion parameters. They improve upon previous models by incorporating techniques like ROPE to increase context window and parallel attention layers, enhancing performance and hardware efficiency.

  • What is the upcoming feature that Black Forest Labs plans to launch after their text-to-image models?

    -Black Forest Labs plans to launch a text-to-video model in the future.

  • How quickly can the smallest model generate an image, and what is the quality like?

    -The smallest model can generate an image in approximately 1.9 seconds, providing a high-quality output suitable for various uses such as smartphone wallpapers.

  • What is the potential impact of these models on various industries?

    -The models have the potential to transform various industries by providing high-quality, fast image generation capabilities, which can be particularly useful in video generation, advertising, and content creation.

Outlines

00:00

🚀 Launch of Black Forest Labs: Flux Models Revolutionize Image Generation

Black Forest Labs, a new startup by the original stable diffusion team, has introduced a groundbreaking family of image generation models named 'Flux'. The company has released three models: Flux Pro, Flux Dev, and Flux Schnell, each with unique availability and licensing. Flux Pro is exclusively available through APIs on their platform and replicate and file.a, while Flux Dev is open for non-commercial applications. Flux Schnell stands out as it is available for both personal use and under an Apache 2.0 license on Hugging Face's model hub. These models excel in text rendering, making them ideal for creating thumbnails or other text-intensive images. The startup has garnered significant funding, possibly from a16z, and their sample images showcase the models' capabilities, which are positioned to surpass existing models like Stability AI's offerings. The models are based on a hybrid architecture combining multimodality and parallel diffusion Transformer blocks, scaled up to 12 billion parameters, indicating a significant leap in performance and hardware efficiency.

05:00

🎨 Artistic and Technical Marvels: Flux Models' Diverse Applications

The Flux models by Black Forest Labs demonstrate remarkable versatility and quality in image generation. The script describes various prompts and the corresponding images generated by the models, showcasing their ability to handle complex scenes, text rendering, and artistic interpretations. The models can produce images of various sizes and aspect ratios, from 1 megapixel up to 2 megapixels, with high-quality text rendering. Examples include a 'black forest cake' with the word 'freaky' on top, a diplomatic negotiation with flags representing 20 different countries, and artistic representations of human consciousness. The models also handle detailed prompts effectively, such as an extreme close-up of a tiger's eye with visible brush strokes. The basic model, Flux Schnell, is highlighted for its speed and quality, generating images in less than 2 seconds, which could revolutionize industries requiring on-the-fly image generation. The script concludes with anticipation for Black Forest Labs' upcoming text-to-video model and the potential transformation of various industries through such advanced AI technologies.

Mindmap

Keywords

💡Midjourney killer

The term 'Midjourney killer' refers to a new competitor or product that has the potential to outperform or replace the existing one, in this case, the 'Midjourney' AI model. In the video, it is used to express that the new startup, Black Forest labs, with its 'flux' models, is positioned to surpass the capabilities of existing text-to-image generation technologies.

💡Black Forest labs

Black Forest labs is the name of the new startup mentioned in the video script. It is the company behind the 'flux' models, which are described as groundbreaking in the field of text-to-image generation. The company's name is significant as it represents the origin of the innovative technology being discussed.

💡Flux models

Flux models are a family of text-to-image generation models released by Black Forest labs. The script mentions three specific models: flux Pro, flux Dev, and flux Schnell, each with different availability and licensing terms. These models are central to the video's theme, illustrating the advancement in AI-generated imagery.

💡Text rendering

Text rendering in the context of the video refers to the ability of the AI models to generate images with text that appears natural and well-integrated into the image. The script emphasizes the high quality of text rendering in the flux models, suggesting their potential for creating professional-looking thumbnails or other text-based images.

💡A16z

A16z, shorthand for Andreessen Horowitz, is a venture capital firm known for backing innovative startups. In the script, it is mentioned as the potential backer of Black Forest labs, indicating the credibility and potential of the new flux models in the eyes of influential investors.

💡Hugging Face Model Hub

The Hugging Face Model Hub is a platform where developers can share and discover machine learning models. The script mentions that the flux Schnell model is available on this platform under an open license, making it accessible for personal use and integration with other tools.

💡Transformer

A transformer is a type of AI model architecture that is particularly effective for handling sequential data. In the video, the flux models are described as having a hybrid architecture that includes transformers, which contributes to their advanced capabilities in image generation.

💡Rope

Rope, short for Rotary Positional Embedding, is a technique used in large language models to increase the context window. The script explains that the flux models utilize rope to improve performance, particularly in handling long sequences of data.

💡Elo score

Elo score is a method for calculating the relative skill levels of players in two-player games such as chess. In the context of the video, it is used to rank the performance of different AI models, with the flux models achieving high scores that indicate their superiority over other models.

💡Text-to-video

Text-to-video refers to the capability of AI models to generate video content based on textual descriptions. The script mentions that Black Forest labs plans to launch a text-to-video model, expanding the potential applications of their technology beyond static images.

💡Zero-shot

Zero-shot learning is a concept in machine learning where a model is able to perform a task without any prior training on that specific task. The script uses this term to describe the ability of the flux models to generate images without additional training, showcasing their adaptability and versatility.

Highlights

A new text-to-image generation startup, Black Forest labs, has been launched, introducing a family of models named FLUX.

FLUX models are developed by the original stable diffusion team and have received significant funding, including from a16z.

Three models have been released: FLUX Pro, FLUX Dev, and FLUX Schnell, each with different availability and licensing.

FLUX Pro is available only through APIs and not as open weights, while FLUX Dev is open but not for commercial use.

FLUX Schnell is available for personal use and under the Apache 2.0 license, making it accessible on Hugging Face Model Hub.

FLUX models excel in text rendering, suggesting potential for creating YouTube thumbnail generators.

The models have achieved high ELO scores, outperforming competitors like Stability AI's models and Mid Journey D3 Ultra.

FLUX One models are based on a hybrid architecture of multimodality and parallel diffusion Transformer blocks, scaled up to 12 billion parameters.

The models incorporate the RoPE technique, used in large language models, to increase the context window and improve hardware efficiency.

FLUX Pro outperforms other models in typography and image generation across various sizes, aspect ratios, and resolutions.

Black Forest labs plans to launch a text-to-video model, following trends set by companies like Runway and Luma Labs.

Sample images from FLUX models demonstrate high-quality text rendering and impressive artistic interpretations.

The basic FLUX Schnell model generates images quickly, with the smallest model taking less than 2 seconds to produce outputs.

The potential applications of FLUX models are vast, with the ability to transform industries through rapid, on-the-fly text-to-image generation.

The startup's success is evident in the quality of generated images, even without post-processing, showcasing the model's capabilities.

Black Forest labs has positioned itself among notable competitors in the text-to-image and text-to-video generation space.

The FLUX models' performance and features make them a strong contender in the AI-generated content creation market.

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