AnimateDiff is a plug-and-play module that turns community text-to-image models into animation generators without the need for additional training.

Which Stable Diffusion versions are supported?

The main branch supports Stable Diffusion V1.5, while the sdxl-beta branch supports Stable Diffusion XL.

MotionLoRA allows efficient adaptation of motion modules for specific motion patterns like camera zooming, rolling, etc.

SparseCtrl adds more control to text-to-video models by adopting some sparse inputs (e.g., few RGB images or sketch inputs).

Where can I find pre-trained models and MotionLoRAs?

Pre-trained models and MotionLoRAs are available on Google Drive, HuggingFace, and CivitAI.

How much VRAM is required for inference with SDXL?

Inference usually requires ~13GB VRAM and tuned hyperparameters, depending on the chosen personalized models.

AnimateDiff

About AnimateDiff

AnimateDiff is an open-source implementation designed to animate personalized text-to-image diffusion models. It functions as a plug-and-play module, enabling the transformation of existing text-to-image models (like Stable Diffusion) into animation generators without requiring additional training of the base model. The architecture involves learning transferable motion priors that can be applied across various Stable Diffusion family models. Key stages include alleviating negative effects through domain adaptation, learning motion priors, and optionally adapting to new patterns using MotionLoRA. The tool also supports SparseCtrl for adding sparse controls (RGB images or sketches) to text-to-video models. This approach offers flexibility and control over animation content. It provides several pre-trained models and MotionLoRAs. AnimateDiff has multiple versions, including SDXL-Beta, each having specific motion modules trained on high-resolution videos. It's also officially supported by Diffusers.

AnimateDiff

About AnimateDiff

Core Capabilities

Main Tasks

Motion Control

What this tool is best suited for

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Key Features

MotionLoRA

SparseCtrl

Domain Adapter

SDXL Support

Community Model Compatibility

Use Cases

Animating a landscape image with subtle wind effects

Generating a short animated clip from a text description of a futuristic city

Adding motion to a character portrait to create a talking avatar

Creating an animated logo for a tech startup

Generating animated educational content from static diagrams

Quick Start Guide

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Frequently Asked Questions

Reviews & Ratings

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Specs

Core Tasks

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