FLUX - A new Midjourney killer is born!!!
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
🚀 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.
🎨 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
💡Black Forest labs
💡Flux models
💡Text rendering
💡APIs
💡Replicate and file.a
💡Elo score
💡Hybrid architecture
💡Rope
💡Text-to-video
💡Hugging faces model Hub
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.