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What is Wan2.2?

Wan2.2 represents a major upgrade to the Wan collection of open video foundation models by implementing a Mixture-of-Experts (MoE) architecture that differentiates the diffusion denoising process into distinct pathways for high and low noise, which significantly boosts model capacity while keeping inference costs low. This improvement utilizes meticulously labeled aesthetic data that includes factors like lighting, composition, contrast, and color tone, enabling the production of cinematic-style videos with high precision and control. With a training dataset that includes over 65% more images and 83% more videos than its predecessor, Wan2.2 excels in areas such as motion representation, semantic comprehension, and aesthetic versatility. In addition, the release introduces a compact TI2V-5B model that features an advanced VAE and achieves a remarkable compression ratio of 16×16×4, allowing for both text-to-video and image-to-video synthesis at 720p/24 fps on consumer-grade GPUs like the RTX 4090. Prebuilt checkpoints for the T2V-A14B, I2V-A14B, and TI2V-5B models are also provided, making it easy to integrate these advancements into a variety of projects and workflows. This development not only improves video generation capabilities but also establishes a new standard for the performance and quality of open video models within the industry, showcasing the potential for future innovations in video technology.

What is Gen-3?

Gen-3 Alpha is the first release in a groundbreaking series of models created by Runway, utilizing a sophisticated infrastructure designed for comprehensive multimodal training. This model marks a notable advancement in fidelity, consistency, and motion capabilities when compared to its predecessor, Gen-2, and lays the foundation for the development of General World Models. With its training on both videos and images, Gen-3 Alpha is set to enhance Runway's suite of tools such as Text to Video, Image to Video, and Text to Image, while also improving existing features like Motion Brush, Advanced Camera Controls, and Director Mode. Additionally, it will offer innovative functionalities that enable more accurate adjustments of structure, style, and motion, thereby granting users even greater creative possibilities. This evolution in technology not only signifies a major step forward for Runway but also enriches the user experience significantly.

Media

Media

Integrations Supported

AIReel
CometAPI
ComfyUI
Fuser
Lucy Edit AI
Runway
SiliconFlow
Wan AI
WaveSpeedAI
graphis

Integrations Supported

AIReel
CometAPI
ComfyUI
Fuser
Lucy Edit AI
Runway
SiliconFlow
Wan AI
WaveSpeedAI
graphis

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

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

Runway

Date Founded

2018

Company Location

United States

Company Website

runwayml.com

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