Wan2.1-T2V-1.3B-GGUF Open Source Model - A Video Generation Tool Suitable for Consumer-grade GPUs

Wan2.1 T2V 1.3B GGUF

Developed by samuelchristlie

Direct GGUF conversion version of Wan2.1-T2V-1.3B, suitable for text-to-video generation tasks on consumer-grade GPUs

Text-to-Video EnglishOpen Source License:Apache-2.0 #Text-to-Video Generation #Consumer-Grade GPU Compatibility #Multi-Task Video Generation

Downloads 155

Release Time : 5/19/2025

Model Overview

Wan2.1 is a set of open-source video foundation models compatible with consumer-grade GPUs, excelling in various video generation tasks such as text-to-video, image-to-video, and video editing, and even supports visual text generation.

Model Features

Consumer-Grade GPU Compatibility

Optimized for consumer-grade GPUs, capable of running on standard hardware

Multi-Task Support

Supports various tasks including text-to-video, image-to-video, and video editing

GGUF Format

Provides GGUF format conversion for ease of use across different platforms

Model Capabilities

Text-to-Video Generation

Image-to-Video Generation

Video Editing

Visual Text Generation

Use Cases

Video Creation

Short Video Generation

Automatically generates short video content based on text descriptions

Video Style Transfer

Transforms existing videos into different styles

Education

Educational Video Generation

Automatically generates instructional videos based on educational materials

🚀 Wan-2.1-T2V-1.3B-GGUF

Direct GGUF Conversion of Wan2.1-T2V-1.3B. Wan2.1 is an open - source suite of video foundation models that can work with consumer - grade GPUs and perform well in various video generation tasks.

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|  |  |  |.---.-.-----.|__    |  |_   | _____|_     _|__    |   |   |_____|_   |    |__    |   __ \______|     __|     __|   |   |    ___|
|  |  |  ||  _  |     ||    __|__ _|  ||______||   | |    __|   |   |______||  |_ __|__    |   __ <______|    |  |    |  |   |   |    ___|
|________||___._|__|__||______|__|______|      |___| |______|\_____/      |______|__|______|______/      |_______|_______|_______|___|

🚀 Quick Start

This section will guide you on how to use the Wan-2.1-T2V-1.3B-GGUF model.

✨ Features

Wan2.1 is an open - source suite of video foundation models.
It is compatible with consumer - grade GPUs.
Excels in various video generation tasks such as text - to - video, image - to - video, and video editing, and even supports visual text generation.

📦 Installation

You can download the models using huggingface-cli:

pip install "huggingface_hub[cli]"
huggingface-cli download samuelchristlie/Wan2.1-T2V-1.3B-GGUF --local-dir ./Wan2.1-T2V-1.3B-GGUF

You can also download directly from this page.

📄 License

This model is a derivative work of the original model licensed under the Apache 2.0 License, and is therefore distributed under the terms of the same license.

🙏 Acknowledgements

Thanks to Patrick Gillespie for creating the ASCII text art tool used in this project: https://patorjk.com/software/taag/
Thanks to Wan - AI for the Wan model: https://huggingface.co/Wan - AI/Wan2.1 - T2V - 1.3B
https://huggingface.co/city96

Information Table

Property	Details
Pipeline Tag	text - to - video
Library Name	diffusers
Base Model	Wan - AI/Wan2.1 - T2V - 1.3B
License	Apache 2.0

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