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What is Wan2.1?

Wan2.1 is an innovative open-source suite of advanced video foundation models focused on pushing the boundaries of video creation. This cutting-edge model demonstrates its prowess across various functionalities, including Text-to-Video, Image-to-Video, Video Editing, and Text-to-Image, consistently achieving exceptional results in multiple benchmarks. Aimed at enhancing accessibility, Wan2.1 is designed to work seamlessly with consumer-grade GPUs, thus enabling a broader audience to take advantage of its offerings. Additionally, it supports multiple languages, featuring both Chinese and English for its text generation capabilities. The model incorporates a powerful video VAE (Variational Autoencoder), which ensures remarkable efficiency and excellent retention of temporal information, making it particularly effective for generating high-quality video content. Its adaptability lends itself to various applications across sectors such as entertainment, marketing, and education, illustrating the transformative potential of cutting-edge video technologies. Furthermore, as the demand for sophisticated video content continues to rise, Wan2.1 stands poised to play a significant role in shaping the future of multimedia production.

What is ModelScope?

This advanced system employs a complex multi-stage diffusion model to translate English text descriptions into corresponding video outputs. It consists of three interlinked sub-networks: the first extracts features from the text, the second translates these features into a latent space for video, and the third transforms this latent representation into a final visual video format. With around 1.7 billion parameters, the model leverages the Unet3D architecture to facilitate effective video generation through a process of iterative denoising that starts with pure Gaussian noise. This cutting-edge methodology enables the production of engaging video sequences that faithfully embody the stories outlined in the input descriptions, showcasing the model's ability to capture intricate details and maintain narrative coherence throughout the video. Furthermore, this system opens new avenues for creative expression and storytelling in digital media.

Media

Media

Integrations Supported

Auralume AI
Everlyn
Magica
Monet AI
MovArt AI
Wan AI
WaveSpeedAI
YouArt
ZenCreator

Integrations Supported

01.AI
CodeQwen
Qwen-Image
Qwen2
Qwen2.5
Qwen2.5-Max
Qwen3.6
Qwen3.7-Max
Qwen3.7-Plus
Step 5 Preview
Yi-Large

API Availability

API Availability

Pricing Information

Free
Open source
Free Version

Pricing Information

Free
Free Version

Supported Platforms

Windows
Mac
On-Prem
Linux

Supported Platforms

SaaS

Customer Service / Support

Not specified

Customer Service / Support

Not specified

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

Alibaba

Date Founded

1999

Company Location

China

Company Website

wan.video

Company Facts

Organization Name

Alibaba Cloud

Company Location

China

Company Website

modelscope.cn/

Categories and Features

AI Models

Not specified

AI Video Generators

Not specified

AI Video Models

Not specified

Foundation Models

Not specified

Categories and Features

AI Gateways

Not specified

AI Inference

Not specified

AI Tools

Not specified

AI Video Generators

Not specified

ML Model Deployment

Not specified

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