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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 Runway Aleph?

Runway Aleph signifies a groundbreaking step forward in video modeling, reshaping the realm of multi-task visual generation and editing by enabling extensive alterations to any video segment. This advanced model proficiently allows users to add, remove, or change objects in a scene, generate different camera angles, and adjust style and lighting in response to either textual commands or visual input. By utilizing cutting-edge deep-learning methodologies and drawing from a diverse array of video data, Aleph operates entirely within context, grasping both spatial and temporal aspects to maintain realism during the editing process. Users gain the ability to perform complex tasks such as inserting elements, changing backgrounds, dynamically modifying lighting, and transferring styles without the necessity of multiple distinct applications. The intuitive interface of this model is smoothly incorporated into Runway's Gen-4 ecosystem, offering an API for developers as well as a visual workspace for creators, thus serving as a versatile asset for both industry professionals and hobbyists in video editing. With its groundbreaking features, Aleph is poised to transform the way creators engage with video content, making the editing process more efficient and creative than ever before. As a result, it opens up new possibilities for storytelling through video, enabling a more immersive experience for audiences.

Media

Media

Integrations Supported

ComfyUI
Gen-4
SiliconFlow

Integrations Supported

ComfyUI
Gen-4
SiliconFlow

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/research/introducing-runway-aleph

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