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

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20 Nov 202308:32

TLDRThe video tutorial introduces an exciting update to the AnimateDiff custom node in Comi UI, which now supports the SDXL model. The presenter guides viewers through the process of downloading and implementing the SDXL V10 beta model and the Hot Shot XL model for creating AI animations. They discuss the workflow, including the setup in Comi UI, model selection, and the use of control net strength. The video compares the performance of the SDXL beta model with the Hot Shot XL model and the classic SD 1.5 model, highlighting the smoothness and flicker-free animations achievable with the line art control net. The presenter expresses enthusiasm for the potential of AI in animation and invites viewers to join their Patreon community for more in-depth exploration.

Takeaways

  • 🎉 The AnimateDiff custom node in Comi UI has been updated to support the SDXL model.
  • 🚀 The previous 16fps model (Hot Shot XL FPS 16) did not meet expectations, but a new beta model from AnimateDiff and Hugging Face for SDXL is now available.
  • 📥 To use the new model, download the SDXL V10 beta .CPT model and the SDXL line art model, placing them in the appropriate folders within the Comi UI custom nodes directory.
  • 🔄 After downloading the models, refresh the Comi UI to see the new options and select the SDXL model in the checkpoint loader and AnimateDiff loader.
  • 🔍 The video demonstrates the process of configuring the AnimateDiff custom node to work with the new SDXL model.
  • 📈 The SDXL model is designed for line art animation and is part of the beta schedule within the AnimateDiff group.
  • 📊 The video includes a test with the SDXL model, showing a 10-image frame animation with a space background.
  • 🔄 To switch between models, such as Hot Shot XL and SDXL, configure the checkpoint loader and AnimateDiff loader in Comi UI.
  • 📈 The video also tests the Hot Shot XL model using the Comi UI AnimateDiff custom node and notes that enabling the apply V2 models option improves performance.
  • 🎥 The final comparison is between the SDXL beta model and the Hot Shot XL model, with a preference for the SDXL beta model due to its flicker-free body movements.
  • 🔍 The SD 1.5 model with AnimateDiff settings is shown to produce incredibly smooth animations, indicating the potential of AI in animation.
  • 💡 The AnimateDiff custom node is highlighted as a game-changer in AI animation, allowing for the creation of longer animation videos and opening new possibilities in the field.

Q & A

  • What is the main topic of the video?

    -The main topic of the video is the release of the beta version of the AnimateDiff custom node for the Stable Diffusion 1.5 models, specifically the SDXL model.

  • What is the SDXL V10 beta model?

    -The SDXL V10 beta model is a new animation model from AnimateDiff hugging face for SDXL that is currently in beta testing.

  • How is the SDXL V10 beta model different from the previous Hot Shot XL FPS 16 model?

    -The SDXL V10 beta model is a newer version that aims to improve upon the previous Hot Shot XL FPS 16 model, which did not meet expectations in terms of performance.

  • What is the process for downloading and using the SDXL V10 beta model?

    -To download and use the SDXL V10 beta model, one needs to download the model from the provided hugging face link, save it into the AnimateDiff folder inside the Comfy UI custom nodes, and then refresh the Comfy UI to access the model.

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

    -The control net model is used in conjunction with the SDXL model to provide line art animation capabilities. It is downloaded separately and placed in the designated folder for it to be recognized by the Comfy UI.

  • How does one switch between different models in the Comfy UI?

    -To switch between different models in the Comfy UI, one needs to configure the checkpoint loader and AnimateDiff loader accordingly to select the desired model.

  • What is the significance of the 'apply V2 models' option in the AnimateDiff loader?

    -The 'apply V2 models' option in the AnimateDiff loader is a new feature that, when enabled, improves the performance of the models in the user's experience.

  • What are the user's thoughts on the Hot Shot XL model compared to the AnimateDiff SDXL beta model?

    -The user finds the AnimateDiff SDXL beta model to be more impressive than the Hot Shot XL model, preferring it for its flicker-free body movements and smoother animations.

  • What is the user's opinion on the SD 1.5 model with AnimateDiff settings?

    -The user is very excited about the SD 1.5 model with AnimateDiff settings, describing the animations as incredibly smooth and like 'butter'.

  • What are the user's expectations for the future updates of the AnimateDiff SDXL model?

    -The user hopes that future updates of the AnimateDiff SDXL model will improve image frame resolution and further optimize realism in the animations.

  • What is the recommended hardware for handling the processing demands of creating longer AI animations?

    -For handling the greater processing demands of creating longer AI animations, a high-end graphics card is recommended.

  • How can interested users learn more about and try out this workflow?

    -Interested users can learn more about and try out this workflow by joining the creator's Patreon community.

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 the previous 16fps model's shortcomings. They proceed to guide viewers through the process of downloading and setting up the new SDXL V10 beta model from Hugging Face, including placing the model files in the correct folders within Comfy UI's custom nodes. The video also covers the necessary steps to configure the checkpoint loader and animate diff loader for optimal performance with the new model.

05:08

🎬 Testing the New Models and Comparing Their Performance

After setting up the new SDXL model, the host conducts a test with 10 image frames, noting the cool space background and the importance of maintaining a specific range in control net strength. They then compare the results with the Hot Shot XL model, which they had previously discussed. The host shares their preference for the Animate Diff SDXL beta model over the Hot Shot XL model, based on the quality of the generated animations. They also discuss the performance of the SD 1.5 model with Animate Diff settings, praising its smooth animations. The host concludes by expressing enthusiasm for the potential of AI in animation and invites viewers to join their Patreon community for more in-depth exploration.

Mindmap

Keywords

💡Stable Diffusion

Stable Diffusion is an AI model used for generating images from textual descriptions. In the context of this video, it refers to the technology that underpins the animation capabilities being discussed. It's significant because the video is about an update to the 'Anime Diff' custom node that now supports a larger model from Stable Diffusion, known as the 'SDXL' model.

💡Anime Diff Custom Node

The Anime Diff Custom Node is a specific feature within a software application that allows for the creation of anime-style animations. It has been updated to support the new SDXL model, which is a key focus of the video. The node is used to generate animations by processing the Stable Diffusion models.

💡SDXL Model

SDXL stands for Stable Diffusion Extra Large and refers to a larger, more powerful version of the Stable Diffusion model. The video discusses a beta version of the SDXL model that is used for creating animations. It is highlighted as an improvement over previous models due to its ability to handle more complex animations.

💡Comfy UI

Comfy UI is a user interface for the Anime Diff software that is mentioned in the video. It is used to interact with the system and perform tasks such as downloading models and initiating the animation process. The script describes the process of using Comfy UI to access the new SDXL beta model.

💡Beta Version

A beta version of a software or model is a pre-release version that is made available for testing purposes. In the video, the presenter discusses the SDXL V10 beta model, which is the current focus for testing and exploration. The beta version indicates that the model is not yet fully polished but is in a stage where users can try it out and provide feedback.

💡Checkpoint Loader

The Checkpoint Loader is a component of the Anime Diff software that is used to select and load specific models for animation creation. In the context of the video, the presenter uses the Checkpoint Loader to select the SDXL model and the associated VAE (Variational AutoEncoder) model for generating animations.

💡Control Net

Control Net is a feature within the Anime Diff software that allows for the manipulation of specific aspects of the generated animations, such as line art. The video mentions downloading a Control Net model and using it to refine the animations created with the SDXL model. It is an important tool for achieving the desired style and quality in the animations.

💡Line Art

Line art refers to the basic drawing that forms the foundation of an animated or illustrated image. In the video, the presenter discusses using a line art model to enhance the animations created with the SDXL beta version. The line art is a critical component in the animation process, providing the structural outline that the animation is built upon.

💡Hot Shot XL

Hot Shot XL is a previous version of the animation model that was discussed in a previous video by the same presenter. It is mentioned in the context of comparing its performance with the new SDXL beta model. The video suggests that the new model outperforms Hot Shot XL in terms of animation quality.

💡Flicker-Free AI Animations

Flickering is an undesirable effect in animations where rapid changes in image quality or clarity occur, causing a 'flicker'. The video emphasizes the creation of flicker-free AI animations as a goal of using the new SDXL model, indicating that the model produces smooth and clean animations without these issues.

💡Patreon Community

The Patreon Community mentioned in the video refers to a group of supporters on the Patreon platform who may have access to exclusive content, tutorials, or workflows related to the AI animation process. The presenter invites viewers to join the Patreon Community if they are interested in creating AI animations.

Highlights

The Anime Diff custom node in Comi UI now supports the SDXL model.

The SDXL model is a new animation model from Animate Diff Hugging Face, currently in beta.

The previous 16fps model did not meet expectations, but the new SDXL model shows promise.

Downloading the SDXL V10 beta model is straightforward.

The SDXL V10 beta model and the original Stable Diffusion 1.5 model can be downloaded from Hugging Face.

The Animate Diff folder inside Comi UI custom nodes should contain the model files.

After downloading, refreshing Comi UI will show the SDXL V10 beta model.

The Checkpoint Loader in Comi UI allows for the selection of the SDXL and VAE model.

The Control Net model is also required and can be downloaded.

The process involves reconnecting nodes using the VAE checkpoint model for the SDXL model.

The beta schedule within the Animate Diff group offers options like Line Art, Hot Shot XEL, and SD 1.5.

The Animate Diff SDXL beta model is selected for the model name in the beta schedule.

The command prompt window shows the loading process of the SDXL model and the case sampler.

The first test with 10 image frames using the SDXL model looks cool with a space background.

The control net strength range of 0.5 to 0.55 was maintained for testing.

The Hot Shot XL model can be switched using the Checkpoint Loader and Animate Diff Loader in Conf UI.

The Apply V2 models option in the Animate Diff loader has been found to perform better.

An animated video was created using the Hot Shot XL model, although it was not as impressive as expected.

The Animate Diff SDXL beta model is preferred over the Hot Shot XL model for its flicker-free body movements.

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

The upcoming update of the Animate Diff SDXL model is anticipated to improve image frame resolution and realism.

The custom node allows for creating longer animation videos, opening new possibilities in AI animation.

High-end graphics cards are recommended for handling greater processing demands in creating flicker-free AI animations.

The workflow and creation of flicker-free AI animations can be explored further in the Patreon community.

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