FLUX - A new Midjourney killer is born!!!
TLDRBlack Forest Labs introduces FLUX, a groundbreaking text-to-image generation model that outperforms the competition. With three models—FLUX Pro, Dev, and Schnell—offering varying levels of access and licensing, the startup has captured attention with its impressive text rendering capabilities. FLUX Pro, available via API, and the open yet non-commercial Dev model, demonstrate the company's hybrid architecture prowess. Schnell, available on Hugging Face, stands out for personal and commercial use. The models' high ELO scores and rapid image generation times signal a significant shift in the industry, with a text-to-video model on the horizon.
Takeaways
- 🌟 A new text-to-image generation startup, Black Forest Labs, has launched a family of models called FLUX.
- 🚀 The company has released three models: FLUX Pro, FLUX Dev, and FLUX Schnell, with varying availability and licensing.
- 🎨 FLUX models excel in text rendering, suggesting potential for creating YouTube thumbnails and other graphic design applications.
- 💰 The startup has received significant funding, reportedly from investors like a16z.
- 🏅 FLUX Pro is only available 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 an Apache 2.0 license, accessible on Hugging Face Model Hub.
- 📊 FLUX models have impressive ELO scores, outperforming other models like Stability AI's SD3 Turbo and Midjourney's D3 Ultra.
- 🤖 The models are based on a hybrid architecture combining multimodality and parallel diffusion Transformer blocks, scaled to 12 billion parameters.
- 🖼️ FLUX models can generate images in various sizes and resolutions, from 1 megapixel up to 2 megapixels.
- 📹 An upcoming text-to-video model is expected from Black Forest Labs, following trends in the industry.
- 🎂 The video transcript includes examples of generated images, such as a 'black forest cake' and various scenarios, showcasing the model's capabilities.
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 offering?
-Black Forest Labs has released three models in their initial offering.
What are the names of the three models released by Black Forest Labs?
-The three models released are Flux Pro, Flux Dev, and Flux Schnell.
Which model is not available for commercial applications?
-Flux Dev is available as an open weight but is not available for commercial applications.
What is special about the Flux Schnell model?
-Flux Schnell is available for both personal use and is licensed under Apache 2.0, making it an open model available on Hugging Face Model Hub.
What is the significance of the ELO score mentioned in the script?
-The ELO score is a ranking that indicates the performance of the models, showing how Flux models compare to other models like Stable Diffusion and Mid Journey.
What is the architecture of the Flux One models?
-The Flux One models are based on a hybrid architecture of multimodality and parallel diffusion Transformer blocks, scaled up to 12 billion parameters.
What technique is used to improve the context window in large language models and is also used in Flux models?
-The technique used is called RoPE (Ragged Proofreading Encoder), which helps increase the context window and is also used in Flux models to improve performance and hardware efficiency.
What is the expected upcoming release from Black Forest Labs?
-Black Forest Labs is expected to release a text-to-video model in the future.
How quickly can the smallest Flux model generate an image?
-The smallest Flux model can generate an image in approximately less than 2 seconds.
What is the potential impact of these models on various industries?
-The high-quality and fast image generation capabilities of these models could transform industries that rely on image and video generation, such as advertising, entertainment, and design.
Outlines
🚀 Launch of Black Forest Labs' Flux Models
Black Forest Labs, a new text-to-image startup, has introduced a groundbreaking family of models called Flux, which includes Flux Pro, Flux Dev, and Flux Schnell. These models excel in text rendering and are backed by significant funding, possibly from a16z. Flux Pro is exclusive to APIs and platforms like Replicate and File, while Flux Dev is open for non-commercial use. Flux Schnell is available under the Apache 2.0 license for personal use and on Hugging Faces Model Hub. The models have achieved impressive ELO scores, outperforming competitors like Stability AI's models. They are based on a hybrid architecture combining multimodality and parallel diffusion transformer blocks, scaling up to 12 billion parameters. The company is also planning to launch a text-to-video model in the future.
🎨 Artistic and Technical Marvels of Flux Models
The Flux models showcase remarkable capabilities in generating high-quality images with excellent text rendering. Examples provided include a prompt for 'the world's largest black forest cake,' which results in a detailed and surreal image. The models can render various images in different sizes and aspect ratios, from 1 megapixel up to 2 megapixels. The text rendering is particularly impressive, as seen in the examples of 'roses are red violets are blue.' Other prompts like 'a tense diplomatic negotiation in a grand hall' and 'artistic interpretation of human consciousness and subconscious' demonstrate the models' ability to create complex and nuanced scenes. The basic model, Flux Schnell, also performs well, generating images in less than 2 seconds, indicating its potential for real-time applications in various industries.
Mindmap
Keywords
Midjourney
Black Forest Labs
Flux models
Text rendering
APIs
Replicate and File.a
Elo score
Hybrid architecture
Rope
Text-to-video model
Hugging Face 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, including FLUX Pro, FLUX Dev, and FLUX Schnell.
FLUX models excel in text rendering, suggesting potential for creating YouTube thumbnail generators.
FLUX Pro is available only through APIs and not open for public weights.
FLUX Dev is open-source but not for commercial applications.
FLUX Schnell is open for personal use and is available under the Apache 2.0 license.
FLUX models have received significant funding, possibly from a16z.
FLUX One Pro outperforms other models in ELO scores, indicating superior quality.
The models are based on a hybrid architecture combining multimodality and parallel diffusion Transformer blocks.
FLUX models incorporate the RoPE technique to increase context window and improve hardware efficiency.
FLUX One Pro is capable of generating high-quality images up to 2 megapixels in various sizes and aspect ratios.
Black Forest Labs plans to launch a text-to-video model in the future.
Sample images demonstrate the models' ability to render complex scenes and text accurately.
The FLUX Schnell model, despite being the basic model, shows impressive rendering capabilities.
The models can generate images in less than 2 seconds, indicating high efficiency for on-the-fly image generation.
Industries such as video and image generation are expected to be transformed by FLUX models.
The startup is positioned to compete with other text-to-video and image generation companies like Runway and Midjourney.