FLUX - A new Midjourney killer is born!!!

1littlecoder
1 Aug 202408:48

TLDRBlack Forest Labs introduces FLUX, a groundbreaking text-to-image generation startup that surpasses competitors with its three models: Pro, Dev, and Schnell. FLUX excels in text rendering, suitable for creating thumbnails and more. Funded by A16z, it offers models available through APIs and open weights, with Flux Pro leading in performance. The company is set to revolutionize industries with its high-quality, rapid image generation capabilities and promises an upcoming text-to-video model.

Takeaways

  • 🌟 A new text-to-image generation startup, Black Forest Labs, has been launched, introducing a family of models called Flux.
  • 🚀 Three models have been released: Flux Pro, Flux Dev, and Flux Schnell, with Flux Pro being exceptionally good at text rendering.
  • 💼 Flux Pro is available through APIs and platforms like Replicate and Hugging Face, but not for open weight or commercial use.
  • 🔍 Flux Dev is open-source but not for commercial applications, while Flux Schnell is available for personal use and under an Apache 2.0 license.
  • 🏆 Black Forest Labs is backed by significant funding, including from a16z, and their models have high ELO scores, outperforming competitors.
  • 🛠 Flux models are based on a hybrid architecture combining multimodality and parallel diffusion Transformer blocks, with up to 12 billion parameters.
  • 🎨 The models can generate high-quality images with various sizes, aspect ratios, and resolutions, from 1 megapixel up to 2 megapixels.
  • 📈 Flux One Pro outperforms other models in text rendering and overall image quality, even compared to the latest releases from Stability AI.
  • 📹 An upcoming text-to-video model from Black Forest Labs is expected to further disrupt industries with its capabilities.
  • 🎂 Sample images demonstrate the models' ability to render detailed and creative prompts, such as a 'black forest cake' with exceptional text clarity.
  • ⏱ The smallest model, Flux Schnell, can generate high-quality images in less than 2 seconds, indicating its potential for real-time applications.

Q & A

  • What is the new startup mentioned in the video?

    -The new startup mentioned in the video is Black Forest Labs.

  • What are the three models released by Black Forest Labs?

    -The three models released by Black Forest Labs are Flux Pro, Flux Dev, and Flux Schnell.

  • What makes the Flux models stand out according to the video?

    -The Flux models are noted for their impressive text rendering capabilities and fast generation times. Flux Pro is particularly highlighted for its superior performance.

  • Which organizations are backing Black Forest Labs?

    -The video mentions that Black Forest Labs is backed by a16z (Andreessen Horowitz).

  • What differentiates Flux Pro from the other two models?

    -Flux Pro does not come with open weights and is only available through APIs on their platform, Replicate, and File. On the other hand, Flux Dev is available as an open weight but not for commercial applications, and Flux Schnell is available for both personal use and commercial applications under the Apache 2.0 license.

  • How do the Flux models compare to other text-to-image models?

    -According to the video, the Flux models outperform other models like Stable Diffusion SDXL Lightning, SD3 Medium, and MidJourney V6.0, especially in terms of text rendering and overall quality.

  • What is the architecture of the Flux One models based on?

    -The Flux One models are based on a hybrid architecture of multimodality and parallel diffusion transformer blocks, scaled up to 12 billion parameters. They also incorporate RoPE (Rotary Position Embedding) for enhanced context window and parallel attention layers.

  • What are some examples of prompts and outputs generated by the Flux models?

    -Examples include a black forest cake with candles spelling 'freaky', an artistic interpretation of human consciousness, and a detailed rendering of a single tiger eye with brush strokes and visible texture.

  • What future plans does Black Forest Labs have for their models?

    -Black Forest Labs plans to launch a text-to-video model soon, similar to what other startups like Runway and Luma Labs are doing.

  • How quickly can the Flux models generate images?

    -The video states that the models can generate high-quality images in less than 2 seconds, which is notably fast and beneficial for various use cases.

Outlines

00:00

🚀 Launch of Black Forest Labs and Flux Models

Black Forest Labs has emerged as a new player in the image generation market, introducing a series of models called Flux that outperform existing competition. The company, backed by notable investors like a16z, has released three models: Flux Pro, Flux Dev, and Flux Schnell. Flux Pro is exclusive to APIs and platforms like Replicate and File, while Flux Dev is open for non-commercial applications. Flux Schnell stands out as an open model available under the Apache 2.0 license on Hugging Face's Model Hub. The models excel in text rendering, suggesting potential for creating YouTube thumbnails and other content. They also boast impressive ELO scores, outperforming other models like Stability AI's offerings and Mid Journey V6.0 in text rendering and image quality across various sizes and resolutions.

05:00

🎨 Artistic Showcase of Flux Model Capabilities

This paragraph delves into the artistic and technical capabilities of the Flux models, particularly highlighting the detailed text rendering and diverse image generation. Examples include a prompt for 'the world's largest black forest cake' that resulted in a highly realistic image, and a demonstration of the model's ability to interpret and render complex scenes like a diplomatic negotiation with flags from 20 different countries. The models also handle artistic interpretations, such as human consciousness and subconsciousness, with finesse. The paragraph showcases the models' proficiency in generating images with different prompts, including a close-up of a tiger's eye with visible brush strokes, indicating the Flux models' potential to revolutionize industries with their rapid and high-quality output. The models' speed is emphasized, with images being generated in less than 2 seconds, suggesting a promising future for on-the-fly text-to-image applications.

Mindmap

Keywords

💡Midjourney

Midjourney is a term used in the video to refer to a company known for its advancements in AI-generated images. In the script, it's mentioned as a competitor that the new startup 'Black Forest labs' is compared against, highlighting the superior capabilities of the new models released by Black Forest labs.

💡Black Forest labs

Black Forest labs is the name of the new startup introduced in the video. It signifies the origin of the innovative text-to-image generation models called 'flux'. The company is presented as a game-changer in the field, with models that outperform existing competition.

💡Flux models

Flux models refer to the family of AI text-to-image generation models released by Black Forest labs. The script mentions three models: flux Pro, flux Dev, and flux Schnell, each with different availability and licensing, indicating a range of options for various applications.

💡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 realistic and well-integrated into the image. The script emphasizes the exceptional text rendering skills of the flux models, suggesting potential uses like creating YouTube thumbnails.

💡APIs

APIs, or Application Programming Interfaces, are mentioned in the script as a method through which the flux Pro model is made available. It implies that developers can integrate the model's capabilities into their applications by using these interfaces.

💡Replicate and file.a

Replicate and file.a are platforms mentioned in the script where the flux models can be accessed. They suggest that the models are not only available for direct use but also through specific platforms that facilitate deployment and use in various applications.

💡Elo score

Elo score is a ranking system used in the video to compare the performance of different AI models. The script uses it to illustrate the superior performance of the flux models against other models like stable diffusion and mid journey.

💡Hybrid architecture

The term hybrid architecture in the script refers to the technical design of the flux models, which combines elements of transformers and diffusion models. This is said to improve performance and efficiency, positioning the models as state-of-the-art in the field.

💡Rope

Rope, short for Rotary Positional Embedding, is a technique used in large language models and is mentioned in the script as being incorporated into the flux models. It is used to increase the context window, enhancing the model's ability to understand and generate text.

💡Text-to-video

The script mentions that Black Forest labs is planning to launch a text-to-video model, indicating an expansion from still images to dynamic video content. This suggests the potential for further disruption in industries that utilize video content.

💡Hugging faces model Hub

Hugging faces model Hub is a platform where the flux Schnell model is made available under an open license. It allows users and developers to access and utilize the model freely, contributing to the open-source community and fostering innovation.

Highlights

A new text-to-image generation startup, Black Forest labs, has been launched.

The company introduces a family of models named FLUX, with three models: FLUX Pro, FLUX Dev, and FLUX Schnell.

FLUX models excel in text rendering, suggesting potential for a YouTube thumbnail generator.

FLUX Pro is available through APIs and platforms like Replicate and File.a, but not as open weights.

FLUX Dev is open-source but not for commercial use.

FLUX Schnell is open-source under the Apache 2.0 license and available on Hugging Face Model Hub.

FLUX models have received high ELO scores, outperforming competitors like Stability AI and Mid Journey.

The models are based on a hybrid architecture of multimodality and parallel diffusion Transformer blocks.

FLUX One Pro significantly outperforms other models in text-to-image generation.

FLUX models can generate images in various sizes and resolutions, from 1 megapixel up to 2 megapixels.

An upcoming text-to-video model from Black Forest labs is anticipated.

Sample images demonstrate high-quality text rendering and creative interpretations of prompts.

The FLUX Schnell model, despite being the fastest, shows impressive text rendering and detail.

Black Forest labs is backed by significant funding, including from a16z.

The startup's models are positioned to transform various industries with their advanced image generation capabilities.

The smallest model, FLUX H1, generates high-quality images in less than 2 seconds.

The launch of Black Forest labs introduces a new competitive player in the AI image generation market.