AnimateDiff Lightning - Local Install Guide - Stable Video

Olivio Sarikas
22 Mar 202406:21

TLDRThis video provides a comprehensive guide on how to use the AnimateDiff Lightning feature for anime-style image generation within the Automatic1111 and Comfy UI platforms. The presenter explains that there are two primary models available for testing, with options to download more advanced models for better results. The video demonstrates the installation process of the AnimateDiff extension and its application within Automatic1111, highlighting the optimal settings for the DPM Plus+ SD model with four sampling steps. The presenter also shares insights from the PDF documentation, discussing the versatility of the model for different inputs like DV pose and head control. Additionally, the video showcases how to integrate AnimateDiff into Comfy UI, offering a workflow for Patreon supporters. The presenter emphasizes the importance of adjusting settings such as the motion scale and CFG scale to achieve the desired output quality. The video concludes with a comparison of the output quality and smoothness between the two platforms, suggesting that users experiment with different prompts and settings for the best results.

Takeaways

  • 🌟 The AnimateDiff Lightning model for anime diffusion is now available and can be used within Automatic1111 and Comfy UI.
  • 🔍 There are two models available for free testing, with options to download more advanced models such as one step, two step, four step, and eight step models.
  • 📚 A PDF is provided with useful information, including control nets for different poses and the capability for video-to-video input.
  • 🎨 For Automatic1111, the Comfy models are found to work better, and the DPM Plus+ SD model works best with four sampling steps.
  • 📈 The upscale latent with a D noise of 0.65 and an upscale of 1.5 is suggested, although it can be adjusted based on preference.
  • ⚙️ The CFG scale is crucial; setting it to one improved results significantly over the default setting.
  • 📂 The AnimateDiff extension needs to be installed and updated for use within Automatic1111.
  • 🔄 A loop longer than 16 frames can be processed by splitting it into multiple 16-frame segments and then merging them back together.
  • 📹 The video output can be quite smooth, especially when using the upscaling feature and a higher frame rate.
  • 📝 For Comfy UI, Patreon supporters receive a specific workflow, and the video explains how to manage and nickname extensions for clarity.
  • 🧩 Custom nodes need to be downloaded into the Comfy UI folder structure for the AnimateDiff model to be loaded.
  • ⚡ The quality of the output may be slightly less due to the Lightning model's nature, but it is still quite good and renders quickly.

Q & A

  • What is the main topic of the video?

    -The main topic of the video is a guide on how to use the AnimateDiff Lightning feature for anime diffusion inside Automatic1111 and Comfy UI.

  • What are the two primary models that can be used with AnimateDiff Lightning?

    -The two primary models that can be used with AnimateDiff Lightning are the ones available from the dropdown menu within the application.

  • How many different step models are mentioned in the video?

    -Four different step models are mentioned: one step, two step, four step, and eight step models.

  • Which model did the speaker find to work better in Automatic1111?

    -The speaker found the Comu ey models to work better in Automatic1111.

  • What is the recommended PDF to check for more information?

    -The speaker suggests checking out the PDF for more information on control nets for DV pose and head, as well as video to video input capabilities.

  • What extension is required to use AnimateDiff in Automatic1111?

    -The AnimateDiff extension is required to use AnimateDiff in Automatic1111.

  • What is the recommended sampling steps setting for the DPM Plus+ SD model?

    -The recommended setting for sampling steps with the DPM Plus+ SD model is four, as the speaker downloaded the four step model.

  • What is the optimal frame size for AnimateDiff according to the video?

    -The optimal frame size for AnimateDiff according to the video is 16 frames.

  • How does the speaker suggest improving the quality of the lightning model?

    -The speaker suggests that more testing is required to improve the quality of the lightning model, as it may have less quality due to its nature.

  • What is the benefit of using the Comfy UI for AnimateDiff?

    -The benefit of using Comfy UI for AnimateDiff is that it allows for more customization and control, such as adjusting the motion scale and experimenting with different models and prompts.

  • How can the frame rate be doubled using the video combiners?

    -The frame rate can be doubled by using the interpolation note for tuning, which is part of the video combiners setup.

  • What is the speaker's recommendation for the prompt when starting with AnimateDiff?

    -The speaker recommends starting with a short prompt and then experimenting with longer prompts, as well as adjusting the negative prompt for better results.

Outlines

00:00

🚀 Introduction to Using Animated Diff in Automatic 1111 and Comfy UI

The video script introduces the viewer to the Animated Diff tool, which is used for creating animations within the Automatic 1111 and Comfy UI platforms. It explains that there are two primary models available for use, and viewers can test the tool for free. The script provides a step-by-step guide on how to download and use the tool, emphasizing the need to update the Animated Diff extension. It also discusses different model options like one-step, two-step, four-step, and eight-step models, and suggests that the Comfy UI models work better for the presenter. Additionally, the script mentions a PDF with useful information on control nets for DV pose and head, and the versatility of the model for video-to-video input. The presenter shares their preferred settings for using the tool within Automatic 1111, including the model to use, sampling steps, and other technical details. The script concludes with a demonstration of the tool's output and a brief mention of how Patreon supporters can access a specific workflow.

05:03

🎥 Using Animated Diff in Comfy UI with Detailed Workflow

The second paragraph delves into the process of using Animated Diff within Comfy UI, providing a detailed workflow for creating animations. It explains how to access and manage extensions, set nicknames for individual notes, and load checkpoints. The script covers the process of handling loops longer than 16 frames by splitting them into multiple segments and merging them together. Technical details such as the use of a special loader for loops, frame size adjustments, and the use of the Animated Diff loader with the Legacy model are discussed. The presenter also guides viewers on how to download and install the necessary model into the Comfy UI folder structure. Further customization options, like adjusting the motion scale and experimenting with different VAEs (Variational Autoencoders), are highlighted. The script ends with a comparison of the frame rate and detail between the output from Automatic 1111 and Comfy UI, suggesting that the latter offers a smoother and more detailed result. It encourages viewers to experiment with different prompts and settings for optimal results and concludes with a prompt for viewer interaction and a farewell.

Mindmap

Keywords

💡Lightning

In the context of the video, 'Lightning' refers to a specific model used in the software for creating animations. It is mentioned as a feature that has been recently released for 'anime diff', which is likely a process or tool for generating differences in anime-style images or animations. The term is significant as it is the central technology being discussed for its capabilities and usage within the software.

💡AnimateDiff

AnimateDiff is a software extension or feature that allows for the animation of differences in images, particularly useful in the context of anime-style content. It is a key focus of the video, with the presenter demonstrating how to install and use it within the Automatic1111 and Comfy UI environments.

💡Automatic1111

Automatic1111 is a software or platform where the AnimateDiff feature can be utilized. It is one of the environments mentioned in the video where the process of animating differences is demonstrated. The name suggests a system that operates automatically or with minimal user input.

💡Comfy UI

Comfy UI refers to a user interface that is easy and comfortable to use. In the video, it is one of the interfaces in which the AnimateDiff feature is showcased. The term implies a user-friendly design that enhances the user experience.

💡Models

In the video, 'models' refer to different versions or configurations of the AnimateDiff tool that can be used, such as one-step, two-step, four-step, and eight-step models. These models likely represent varying levels of complexity or detail in the animation process, and the choice of model can affect the outcome and performance of the animation.

💡Control Nets

Control Nets are mentioned in the context of the PDF document available within the software, which provides additional information and settings for users. They are likely a feature that allows users to control or manipulate specific aspects of the animation, such as pose or head orientation, to achieve desired results.

💡Video to Video Input

This term suggests a feature that enables the software to accept video files as input for the animation process. It implies that users can start with a video and use the AnimateDiff tool to create an animated output, making it a versatile and practical feature for video editing or enhancement.

💡Extensions Folder

The 'Extensions Folder' is a directory within the software where additional features or tools, such as AnimateDiff, are stored. It is where users are instructed to place the downloaded models for the AnimateDiff tool to function correctly within the software environment.

💡CFG Scale

CFG Scale refers to a setting within the software that affects the configuration or behavior of the animation process. The presenter in the video adjusts the CFG scale to one, which seems to be a crucial step for achieving the desired animation results, suggesting it may control the level of detail or complexity in the output.

💡DP PM Plus+ SD

DP PM Plus+ SD appears to be a specific setting or algorithm used within the software for sampling steps in the animation process. The presenter mentions that it works best with four sampling steps, indicating it is a key parameter for optimizing the quality and efficiency of the animation.

💡Highrisk Fix

Highrisk Fix is a term used in the video to describe a particular setting or feature within the software that the presenter is testing. It may refer to a method for addressing potential issues or risks in the animation process, although the exact nature of 'highrisk' is not detailed in the transcript.

💡Frame Rate

The frame rate in the video refers to the number of frames displayed per second in a video. The presenter discusses increasing the frame rate through interpolation to achieve smoother animations. A higher frame rate generally results in a more fluid and detailed motion in the final animation.

Highlights

Lightning for anime diff is available and can be used within Automatic 1111 and Comfy UI.

There are two models available for testing, with options to download additional models for better results.

The Comfy UI models work better for the presenter within Automatic 1111.

A PDF is available with interesting information, including control nets for DV pose and head, and video-to-video input capabilities.

To use the feature in Automatic 1111, the AnimateDiff extension is required and should be updated.

The DPM Plus+ SD model works best with four sampling steps when using the four-step model.

High-risk fix can be used for testing, but is not necessary for all users.

Upscale latent with a D noise of 0.65 and upscale of 1.5 can be used for better results.

CFG scale set to one works better for the presenter than the examples in the PDF.

AnimateDiff should be turned on and the model loaded for use.

The model should be placed in the extensions folder for AnimateDiff to function correctly.

16 frames seem to be the optimal size for the model to work best at the moment.

The lightning model may have slightly lower quality due to its nature.

Patreon supporters get access to a specific workflow for using the model in Comfy UI.

The manager window in Comfy UI allows users to see the source of individual nodes.

A special loader for loops longer than 16 frames can create multiple videos and merge them together.

The Legacy model in Comfy UI is considered simpler to use by the presenter.

Motion scale can be adjusted based on the amount of motion in the video.

Experimentation with different VAEs can help find the best settings for individual needs.

Using a short prompt initially and then experimenting with longer ones can improve results.

The process should render quickly due to the four-step model, yielding decent quality.

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