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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

01.AI
CodeQwen
Collart
Everlyn
HeyVid.ai
Monet AI
MovArt AI
Promptus
Qwen2
Qwen2-VL
Qwen2.5
Qwen2.5-Max
Qwen3
Qwen3.6-27B
Qwen3.6-35B-A3B
Qwen3.6-Max-Preview
Qwen3.8-27B
Qwen3.8-Max
SiliconFlow
Wan AI

Integrations Supported

01.AI
CodeQwen
Collart
Everlyn
HeyVid.ai
Monet AI
MovArt AI
Promptus
Qwen2
Qwen2-VL
Qwen2.5
Qwen2.5-Max
Qwen3
Qwen3.6-27B
Qwen3.6-35B-A3B
Qwen3.6-Max-Preview
Qwen3.8-27B
Qwen3.8-Max
SiliconFlow
Wan AI

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Open source
Free Version
Free Trial Offered?

Pricing Information

Free
Free Version
Free Trial Offered?

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

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/

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