Hotshot-XL Open-Source AI Model - Quickly Convert Text into GIF Animations at 8 Frames per Second

Hotshot XL

Developed by vdo

Hotshot-XL is an AI text-to-GIF model based on Stable Diffusion XL, capable of generating 1-second GIF animations at 8 frames per second.

Text-to-Video #SDXL Compatible GIF Generation #Text-Driven Animation #LORA Model Adaptation

Downloads 17

Release Time : 10/4/2023

Model Overview

A text-to-GIF model specifically designed to work with Stable Diffusion XL, supporting the use of custom LORA models and ControlNet for controlled generation effects.

Model Features

SDXL Model Compatibility

Can be used with any fine-tuned SDXL model, including custom LORA models, without the need for retraining.

ControlNet Support

Supports the use of SDXL ControlNet to control the composition and layout of GIFs.

Multiple Aspect Ratios Support

Supports various aspect ratios, with 512x512 resolution recommended for optimal results.

Personalized GIF Generation

Can generate personalized GIFs for specific themes by loading custom LORA models.

Model Capabilities

Text-to-GIF Conversion

Animation Generation Based on Text Prompts

Support for Custom Model Integration

Controlled Composition Generation

Use Cases

Creative Content Generation

Social Media Animation

Create short and concise animated content for social media platforms

Generate 1-second GIF animations

Personalized Animation Creation

Generate animations for specific themes using custom LORA models

Personalized custom GIF output

Digital Art

Concept Art Animation

Transform static concept art into short animations

Dynamic presentation of artistic concepts

🚀 Hotshot-XL

Hotshot-XL is an AI text-to-GIF model that works alongside Stable Diffusion XL, enabling the generation of GIFs with various SDXL models and personalized LORAs.

🚀 Quick Start

Try Hotshot-XL yourself here: https://www.hotshot.co

✨ Features

Compatibility with SDXL Models

Hotshot-XL can generate GIFs with any fine - tuned SDXL model. This offers two key advantages:

You can create GIFs using any existing or newly fine - tuned SDXL model of your choice.
For generating GIFs of personalized subjects, you can load your own SDXL - based LORAs without fine - tuning Hotshot-XL. It's usually easier to find suitable images for training data than videos, and it fits well into existing LORA usage/workflows. See more here.

Compatibility with SDXL ControlNet

Hotshot-XL is compatible with SDXL ControlNet, allowing you to create GIFs in your desired composition/layout. See here for more details.

Training Specifications

Hotshot-XL was trained to generate 1 - second GIFs at 8 FPS.
It was trained on various aspect ratios. For optimal results with the base Hotshot-XL model, we recommend using it with an SDXL model fine - tuned with 512x512 images. You can find an SDXL model fine - tuned for 512x512 resolutions here.

📚 Documentation

Model Information

image/gif image/jpeg

Property	Details
Developed by	Natural Synthetics Inc.
Model Type	Diffusion - based text - to - GIF generative model
License	CreativeML Open RAIL++ - M License
Model Description	This is a model that can be used to generate and modify GIFs based on text prompts. It is a Latent Diffusion Model that uses two fixed, pretrained text encoders (OpenCLIP - ViT/G and CLIP - ViT/L).
Resources for more information	Check out our GitHub Repository.

Limitations and Bias

Limitations

The model does not achieve perfect photorealism.
The model cannot render legible text.
The model struggles with more difficult tasks which involve compositionality, such as rendering an image corresponding to “A red cube on top of a blue sphere”.
Faces and people in general may not be generated properly.

Bias

While the capabilities of video generation models are impressive, they can also reinforce or exacerbate social biases.

📄 License

The model is released under the CreativeML Open RAIL++ - M License.

Featured Recommended AI Models

Empowering the Future, Your AI Solution Knowledge Base

English 简体中文繁體中文にほんご