Demo of Black Forest Labs FLUX.1 Open Source AI

Nyedis
3 Sept 202431:05

TLDRIn this video, the host Adam introduces Flux One from Black Forest Labs, an impressive open-source AI image generation tool. He demonstrates how to install it locally using Comfy UI and compares its models - Schnell, Dev, and Pro - with other AI image generation tools. Adam showcases the quality of images generated by Flux One, emphasizing the affordability and ease of use of the Dev model and the superior detail of the Pro model. He also highlights the potential of using AI to replace traditional roles like graphic designers and photographers.

Takeaways

  • 😀 The video introduces 'Flux.1', an open-source AI image generation tool by Black Forest Labs.
  • 🌟 Flux.1 has quickly become prominent in the AI image generation space after its release.
  • 💾 Three models of Flux.1 are mentioned: Schnell, Dev, and Pro, with Schnell and Dev being open-source and Pro being a paid service.
  • 💻 The video provides a tutorial on how to install Flux.1 locally using Comfy UI.
  • 📈 A comparison is shown between Flux.1 and other AI image generation models, indicating Flux.1's superior performance.
  • 🔍 The video highlights the importance of using a good GPU for faster image generation with Flux.1 Dev.
  • 📊 The cost-effectiveness of Flux.1 Pro is discussed, with it being very affordable compared to its quality.
  • 🛠️ The tutorial walks through downloading necessary files like Comfy UI, T5 XL tensors, and model weights from Hugging Face.
  • 📸 An example is given on how Comfy UI can replicate an image generation workflow when the image is imported.
  • 🎨 The video demonstrates the generation of various images using different prompts to showcase Flux.1's capabilities.
  • 📹 Lastly, the video also touches on using Runway ML to turn generated images into videos.

Q & A

  • What is the main topic of the video?

    -The main topic of the video is the installation and demonstration of Flux.1, an open-source AI image generation tool by Black Forest Labs, using Comfy UI.

  • Who is the host of the video?

    -The host of the video is Adam, who is also the CIO and co-founder of Nus.

  • What are the different models of Flux.1 mentioned in the video?

    -The different models of Flux.1 mentioned are Schnell, Dev, and Pro. Schnell and Dev are open-source, while Pro is available as a service online.

  • What is special about Flux.1 Pro?

    -Flux.1 Pro offers higher quality image generation compared to Flux.1 Dev and other models, but it comes at a cost, generating images at around 5 cents each.

  • How does the video demonstrate the quality of Flux.1 compared to other AI image generation tools?

    -The video compares Flux.1 to other tools like Stable Diffusion, SD3 Turbo, and Mid Journey Version 6, showing that Flux.1 Dev and Pro outperform them in image quality.

  • What is the significance of the 'T5 XL fp16 safe tensor file' mentioned in the video?

    -The 'T5 XL fp16 safe tensor file' is a component needed for running Flux.1, and it is recommended to use the fp16 version for better image quality, although an fp8 version is available for systems with less RAM.

  • What is the role of 'V' in Flux.1 as discussed in the video?

    -The 'V' in Flux.1 refers to a variational autoencoder, which is used to fine-tune image generation for more detailed and enhanced images.

  • How does the video show the process of generating an image with Flux.1 using Comfy UI?

    -The video demonstrates generating an image by dragging a pre-generated image into Comfy UI, which imports the entire workflow, allowing for re-generation and tweaking of the image.

  • What is the importance of the 'noise seed' in image generation as shown in the video?

    -The 'noise seed' is important because it determines the starting point for image generation. The video shows that changing the seed by even one digit can result in a completely different image.

  • How does the video highlight the capabilities of Flux.1 for various image generation tasks?

    -The video showcases Flux.1's capabilities by generating various images using different prompts, such as a Viking ship in a storm, a duck made of ducks, and a realistic container of glowing goo.

  • What additional tool is introduced in the video to enhance the generated images?

    -The video introduces Runway ML, a tool that can turn generated images into videos, further enhancing the output from Flux.1 and Comfy UI.

Outlines

00:00

🌐 Introduction to NtIdus Breach Cast and Flux One

Adam, the host and co-founder of NtIdus, introduces the audience to NtIdus Breach Cast, an iOS app designed for identity management professionals. He then shifts focus to discuss Flux One from Black Forest Labs, an open-source AI image generation tool that has quickly dominated the AI image generation space. Adam expresses excitement about the tool and intends to demonstrate its installation using Comfy UI. He praises the image quality produced by Flux One and mentions three models: Schnell, Dev, and Pro, with the first two being open-source and the latter available as an online service.

05:01

💾 Downloading and Installing Comfy UI

The host provides a step-by-step guide to download Comfy UI, the user interface for Flux One. He directs the audience to download Comfy UI and save it to their system. The file is large, approximately 1.5GB, and the host uses 7-Zip to extract the files. While the extraction is in progress, Adam continues to download additional necessary files for the AI image generation process, including T5 XL fp16 safe tensor files and other model-related files. He emphasizes the importance of trying the fp16 version for better image quality, but acknowledges the fp8 version as an alternative for systems with less RAM.

10:02

📂 Organizing AI Model Files

Adam explains the need to organize the downloaded AI model files into specific directories within the Comfy UI structure. He walks through placing the fp16 safe tensor file into the models/clip directory and the V (variational Autoencoder) file into the models directory. The host discusses the role of the V file in enhancing image details and colors in the generated images. He also mentions downloading the actual weights for the Flux One diffusion model from Hugging Face and placing them into the comyy models unit directory.

15:02

🖥️ Launching Comfy UI and Regenerating Images

The host demonstrates how to start Comfy UI, detailing the use of batch files for both CPU and GPU operation, with a preference for the latter due to speed. He shows the Comfy UI interface and explains how to import an image to recreate its generation workflow within Comfy UI. Adam再生 the image using the imported workflow and discusses the impact of the noise seed on image variation. He then experiments with changing the seed to show how different images can be generated from the same prompt.

20:04

🎨 Experimenting with Image Generation Prompts

Adam shares his experience with using various prompts to generate images with Flux One. He discusses the results of different prompts, such as creating a Viking ship in a storm and a duck made of ducks, emphasizing the creativity and flexibility of AI image generation. The host also mentions the potential of AI to replace traditional roles like graphic designers and photographers due to the high quality and realism of generated images.

25:06

🆚 Comparing Flux One Dev and Pro Models

The host compares the free, locally-run Flux One Dev model with the paid Pro model service. He generates the same image using both models to show the subtle differences in quality and detail, noting that while the Dev model is impressive, the Pro model offers a slight edge for critical applications. Adam also discusses the cost-effectiveness of using the Pro model, which charges a minimal fee per image.

30:06

🎬 Turning Images into Videos with Runway ML

Adam demonstrates the capability to turn generated images into videos using Runway ML, a site that converts images into videos with impressive effects. He shows the process of uploading an image, selecting animation options, and generating a video. The host expresses excitement about the potential of AI in image and video generation and encourages viewers to explore and create their own content.

📲 NtIdus Breach Cast iOS App Promotion

In the final paragraph, Adam promotes the NtIdus Breach Cast iOS app, highlighting its features such as real-time updates on security breaches, a vendor list for identity management products, and a glossary of terms. He positions the app as a valuable tool for identity management professionals, providing a comprehensive resource without ads.

Mindmap

Keywords

💡Flux.1

Flux.1 is an open-source AI image generation tool developed by Black Forest Labs. It is noted for its high-quality image outputs and ease of use. In the video, Flux.1 is highlighted as a dominant force in the AI image generation space, with the presenter showing excitement about its capabilities and demonstrating its installation and use. The tool is available in different models, with Flux.1 Dev being open-source and Flux.1 Pro offered as a service.

💡Black Forest Labs

Black Forest Labs is the company behind the development of Flux.1. They are described as a team with a strong background in AI image generation that has created a powerful tool which quickly gained attention in the AI community. The video script mentions that they 'came out of nowhere' and 'dominated the AI image generation space like instantly'.

💡Comfy UI

Comfy UI is a user interface that is used to interact with AI models like Flux.1. It allows users to generate images by dragging and dropping elements and adjusting settings. The script describes the process of installing Comfy UI and using it to run Flux.1, emphasizing its user-friendly nature and the impressive results it can produce.

💡Image Generation

Image generation refers to the process of creating images from textual descriptions using AI algorithms. The video focuses on Flux.1's ability to generate images, with the host demonstrating how to install the necessary tools and generate images using various prompts. It showcases the high level of detail and realism that can be achieved with Flux.1.

💡Open Source

Open source refers to software where the source code is available to the public, allowing anyone to use, modify, and distribute it. Flux.1 Dev is mentioned as an open-source model, meaning users can download and run it locally without cost. This is a significant aspect as it lowers the barrier for entry and encourages community contributions and improvements.

💡AI

AI, or artificial intelligence, is the driving force behind Flux.1, enabling it to understand and generate images based on textual descriptions. The video emphasizes the advanced capabilities of AI in image generation, with Flux.1 being praised for its ability to produce high-quality, detailed images that are competitive with other AI image generation tools.

💡Stable Diffusion

Stable Diffusion is an AI model for image generation that is compared to Flux.1 in the script. It is noted for its ability to run on various machines, including those without GPUs, although it may run slower. The video uses it as a benchmark to illustrate the superior performance of Flux.1.

💡Mid Journey

Mid Journey is another AI image generation tool mentioned in the video, specifically version 6. The host states a preference for Mid Journey for regular image generation tasks, suggesting it as a reliable tool until the introduction of Flux.1, which is portrayed as offering even better results.

💡Pro Model

The Pro Model refers to the professional version of Flux.1, which is offered as a service for a fee. Compared to the Dev model, the Pro Model is said to have a noticeable improvement in image quality, although the Dev model is still highly praised. The video script mentions a cost of 'about 5 cents per image' for the Pro Model.

💡Seed

In the context of AI image generation, a seed is a random number used to start the image creation process. Changing the seed results in a different image even if the textual prompt remains the same. The video demonstrates the impact of seed variation on image output, showcasing the diversity of images that can be generated from a single prompt.

💡Runway ML

Runway ML is a platform mentioned in the video that can turn still images into videos. The host demonstrates using Runway ML to animate an image generated with Flux.1, showing how AI can not only create static images but also bring them to life in motion, further expanding the creative possibilities of AI image generation.

Highlights

Nidus breach cast is the world's first identity management app made exclusively for identity experts and product owners.

Flux.1 from Black Forest Labs is an open-source AI image generation tool.

Flux.1 has three different models: Schnell, Dev, and Pro.

Schnell and Dev models are open-source with open weights for local download.

Pro model is available as a service online at a cost.

Flux.1 has dominated the AI image generation space quickly.

The team at Black Forest Labs has a strong background in AI image generation.

Flux.1 Schnell model outperforms Mid Journey version 6.

Flux.1 Pro offers higher quality than Dev at a lower cost.

Comfy UI is used to install Flux.1 locally.

T5 XL fp16 safe tensor file is needed for memory-intensive tasks.

V (Variational Autoencoder) enhances image details in Flux.1.

Comfy UI allows importing an image to replicate the generation workflow.

Flux.1 generates images with remarkable detail and quality.

Flux.1 Pro model offers even more detailed image generation.

Runway ML can turn images generated by Flux.1 into videos.

Nidus breach cast is available on the IOS app store with features like real-time updates on breaches and CVEs.

Nidus breach cast includes a vendor list and identity management glossary.