Hotshot-XL Open-Source AI Model - Freely Convert Text to 8-Frame-per-Second GIF Animations with One Click

Hotshot XL

Developed by hotshotco

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

Text-to-Video #Text-to-GIF #SDXL Compatible #LORA Adaptable

Downloads 2,134

Release Time : 10/3/2023

Model Overview

A text-to-GIF model specifically designed for use with Stable Diffusion XL, supporting collaboration with fine-tuned SDXL models to generate personalized theme GIF animations.

Model Features

SDXL Model Compatibility

Can collaborate with any fine-tuned SDXL model to generate GIFs without retraining.

LORA Adaptability Support

Can directly load SDXL-based LORA models to generate personalized theme GIFs.

ControlNet Integration

Compatible with SDXL ControlNet, allowing GIF generation with specified composition/layout.

Multiple Aspect Ratio Support

Supports various aspect ratios, recommended to use SDXL models fine-tuned at 512x512 resolution.

Model Capabilities

Text-to-GIF Conversion

Personalized Theme Animation Generation

Composition-Controlled Generation

8-Frame-Per-Second Animation Output

Use Cases

Creative Content Generation

Social Media Animation

Create concise and impactful GIF content for social media platforms.

1-second duration loop animation.

Personalized Character Animation

Use LORA models to generate animations of specific-style cartoon or artistic characters.

Short animations with consistent style.

Design Assistance

Concept Visualization

Quickly transform design concepts into dynamic presentations.

Concept animation preview.

🚀 Hotshot-XL

Hotshot-XL is an AI text-to-GIF model that works alongside Stable Diffusion XL, enabling flexible GIF generation with various SDXL models and ControlNet compatibility.

🚀 Quick Start

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

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✨ Features

Compatibility with SDXL Models

Hotshot-XL is an AI text-to-GIF model trained to work alongside Stable Diffusion XL. It can generate GIFs with any fine - tuned SDXL model, which means:

You can make GIFs with any existing or newly fine - tuned SDXL model you want to use.
If you want to make 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 into existing LORA usage/workflows. See more here.

Compatibility with SDXL ControlNet

Hotshot-XL is compatible with SDXL ControlNet to make GIFs in the composition/layout you'd like. See here for more info.

Training Specifications

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

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📚 Documentation

Model Description

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 OpenRAIL++ license.

Source code is available at https://github.com/hotshotco/Hotshot-XL.

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