Stable Diffusion AnimateDiff For SDXL Released Beta! Here Is What You Need (Tutorial Guide)

The video presents an exciting update to the AnimateDiff custom node in Comfy UI, which now supports the SDXL model. The host introduces the new SDXL V10 Beta model from AnimateDiff Hugging Face, which is currently in beta and offers improved animation capabilities compared to the previous 16fps model. The video provides a step-by-step guide on downloading and integrating the new model into the Comfy UI, including instructions for setting up the checkpoint loader and selecting the appropriate models. The host tests the new model by generating animated videos with both the SDXL Beta and Hot Shot XL models, comparing their performance and noting that the SDXL Beta model provides flicker-free body movements. The video concludes with a demonstration of the SD 1.5 model's smooth animation capabilities and an invitation to join the Patreon community for more advanced AI animation workflows.

Takeaways

• 🎉 The Anime Diff custom node in Comfy UI has been updated to support the SDXL model.
• 🚀 The SDXL model is a new animation model from Animate Diff Hugging Face, currently in beta.
• 📥 To use the SDXL model, it needs to be downloaded and saved in the Animate Diff folder within Comfy UI's custom nodes.
• 🔄 After downloading, refresh the Comfy UI to see the SDXL V10 beta model available for use.
• 📁 Ensure the checkpoint model used is the SDXL model and reconnect the node using the VAE checkpoint model if necessary.
• 🔍 Download the SDXL line art model and place the control net model file in the correct directory for it to be recognized in Comfy UI.
• 🔄 Select the Animate Diff SDXL in the beta schedule and use the SDXL V10 beta .CPT model for the model name in the settings.
• 📊 Test different models like Hot Shot XL and SD 1.5 within the Animate Diff group to compare their performance.
• 📈 Enabling the 'Apply V2 models' option in the Animate Diff loader can improve performance.
• 🎥 The video demonstrates the creation of animated videos using the SDXL beta model and the Hot Shot XL model.
• 🔍 The Animate Diff SDXL beta model is preferred for its flicker-free body movements, despite less detail.
• 🌟 The SD 1.5 model with Animate Diff settings provides incredibly smooth animations, showcasing the potential of AI in animation.

Q & A

What is the main topic of the video?

The main topic of the video is the introduction and tutorial guide for the new AnimateDiff custom node update in Comfy UI that supports the SDXL model.

What is the SDXL model?

The SDXL model is a new animation model from AnimateDiff hugging face that is currently in beta, designed for use with the Stable Diffusion 1.5 models.

What is the difference between the SDXL model and the previous Hot Shot XL FPS 16 model?

The SDXL model is an improved animation model that offers better performance and is currently in beta. The previous Hot Shot XL FPS 16 model did not meet expectations in terms of performance.

How can one download the SDXL V10 beta model?

The SDXL V10 beta model can be downloaded from the hugging face link provided in the video description. It should then be saved in the AnimateDiff folder inside the Comfy UI custom nodes, specifically in the models subfolder.

What is the purpose of the checkpoint loader in the Comfy UI?

The checkpoint loader in the Comfy UI is used to select and configure the specific model to be used, such as the SDXL and VAE model, and to ensure the correct model files are loaded for the workflow.

What is the role of the control net model in the process?

The control net model is used to refine the animation process, providing line art previews and ensuring that the generated animations are flicker-free.

How does the AnimateDiff loader's 'apply V2 models' option affect the performance?

Enabling the 'apply V2 models' option in the AnimateDiff loader improves the performance of the animation generation process according to the video presenter's experience.

What are the requirements for using the new AnimateDiff SDXL beta model?

To use the AnimateDiff SDXL beta model, one needs a high-end graphics card to handle the greater processing requirements for creating flicker-free AI animations.

What is the presenter's opinion on the quality of the animations generated by the Hot Shot XL model?

The presenter finds the animations generated by the Hot Shot XL model to be not as impressive as those generated by the AnimateDiff SDXL beta model.

What is the presenter's view on the potential of AnimateDiff in AI animation?

The presenter believes that AnimateDiff is a game-changer in AI animation, offering a whole new world of possibilities for creating longer animation videos.

How can interested individuals try out this workflow and create animations?

Interested individuals can try out this workflow and create animations by joining the presenter's Patreon community where more information and resources are available.

What is the presenter's final recommendation for the best model to use?

The presenter recommends the AnimateDiff SDXL beta model for its superior performance and flicker-free animations, over the Hot Shot XL model.

Outlines

00:00

🚀 Introduction to the New Animate Diff SDXL Beta Model

The video begins with an introduction to the Animate Diff custom node update, which now supports the SDXL model. The host expresses excitement about the new capabilities and mentions that they will be exploring this update for the first time. The process of downloading the SDXL V10 beta model from Hugging Face is outlined, and viewers are guided on how to save the model files in the correct directory within Comfy UI. The video also covers how to refresh the UI to access the new model and navigate through the various settings, including the checkpoint loader and control net model configurations. The host emphasizes the importance of selecting the correct model and settings for a smooth workflow.

05:08

🎬 Testing the Hot Shot XL Model and Comparing Animations

The second paragraph delves into the application of the Hot Shot XL model within the Animate Diff custom node. The host shares their experience with the Apply V2 models option, noting that it performs better in their tests and is a new feature in the latest update. The video demonstrates the generation process and the loading of the Hot Shot XL model. After a brief waiting period, the outcome is revealed, showcasing an animated video created using the model. The host offers a candid opinion, stating that while the result is not particularly impressive, they prefer the Animate Diff SDXL beta model over the Hot Shot XL model. They discuss the importance of the line art control net in achieving flicker-free animations and credit the Animate Diff for its capabilities. The video concludes with a look at the SD 1.5 model and its smooth animation qualities, expressing anticipation for future updates to the Animate Diff SDXL model. The host encourages viewers to join their Patreon community for more in-depth exploration and ends the video on a positive note, wishing everyone happy animating.

Keywords

💡Stable Diffusion

Stable Diffusion is an AI model used for generating images from textual descriptions. In the context of the video, it is the foundation for the anime-style image and animation generation discussed. The video mentions the use of Stable Diffusion 1.5 models and the introduction of a new beta model, SDXL, which is a significant upgrade from the previously discussed Hot Shot XL FPS 16 model.

💡Animate Diff

Animate Diff refers to a custom node or feature that enables the creation of animations using AI models like Stable Diffusion. The video focuses on an update to this feature, which now supports the SDXL model, allowing for the generation of anime-style animations with improved fluidity and quality.

💡SDXL Model

SDXL stands for Stable Diffusion XL and refers to a new, larger model that is currently in beta. This model is highlighted in the video as offering better performance for animation generation compared to the previous 16fps model. It is part of the advancements in AI animation technology that the video aims to explore.

💡Comfy UI

Comfy UI is a user interface mentioned in the video that allows users to interact with and utilize the Stable Diffusion models. It is the starting point for downloading and using the new SDXL beta model and is integral to the workflow demonstrated in the tutorial.

💡Checkpoint Loader

The Checkpoint Loader is a component within the Comfy UI that allows users to select and load specific AI model checkpoints. In the video, it is used to load the SDXL and VAE models, which are essential for the animation process discussed.

💡Control Net

Control Net is a model used in conjunction with the animation process to manage the strength and style of the generated animations. The video mentions downloading a specific Control Net model for line art and using it to influence the output of the animations.

💡Line Art

Line Art refers to the style of illustrations that use lines to define the shapes and forms of the subjects. In the context of the video, the line art is used as a base for the animation, and the Control Net model is employed to refine the line art aspect of the animations.

💡Beta Version

A beta version of a software or model is a pre-release version that is made available for testing purposes. The video discusses the SDXL V10 beta model, which is the focus of the tutorial, and the exploration of its capabilities in generating anime-style animations.

💡High-End Graphics Card

A high-end graphics card is a type of computer hardware that is capable of rendering complex images and animations. The video mentions that to handle the processing demands of longer animations generated by the new SDXL model, a high-end graphics card is necessary.

💡Flicker-Free AI Animations

Flicker-free AI animations refer to animations generated by AI models that do not exhibit visual artifacts or 'flicker'. The video emphasizes the quality of the animations produced by the SDXL beta model, noting that they are flicker-free and of high quality.

💡Patreon Community

The Patreon Community mentioned in the video is a platform where creators can offer exclusive content and engage with their supporters. The video suggests that interested individuals can join the Patreon community for more in-depth exploration and creation of AI animations.

Highlights

The Anime Diff custom node in Comi UI has received a new update supporting the SDXL model.

The SDXL V10 Beta model is a new animation model from Animate Diff Hugging Face.

The previous 16fps model did not meet expectations, but the new SDXL model is a significant improvement.

The download process for the SDXL model is straightforward and can be done through the provided link.

The SDXL V10 Beta model and SDV5 V2 model can be saved in the Animate Diff folder within Comi UI custom nodes.

After downloading, the model will appear in the Comi UI upon refreshing the interface.

Additional settings in the Checkpoint Loader for the SDXL and VAE model are required for proper configuration.

The Control Net model file should be placed in a specific directory for the line art preview to work.

The beta schedule within the Animate Diff group is designed for line art and includes options like Hot Shot XEL SDXL and SD 1.5.

The Animate Diff SDXL Beta model was tested and showed flicker-free body movements.

The Hot Shot XL model was also tested and compared to the Animate Diff SDXL Beta model.

The Animate Diff SDXL Beta model is preferred for its smoother animations and lack of flickering.

The SD 1.5 model with Animate Diff settings provided incredibly smooth animations.

The Animate Diff custom node is considered a game-changer in AI animation, offering new possibilities.

The custom node allows for the creation of longer animation videos, beyond the traditional 6-8 seconds.

High-end graphics cards are recommended for handling the greater processing demands of longer animations.

The Patreon community offers more information on this workflow for creating flicker-free AI animations.

The presenter is excited about the potential of the Animate Diff SDXL model after the current beta version.

The hope is for future updates to improve image frame resolution and further optimize realism in checkpoint models.