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What is Qwen3-VL?

Qwen3-VL is the newest member of Alibaba Cloud's Qwen family, merging advanced text processing alongside remarkable visual and video analysis functionalities within a unified multimodal system. This model is designed to handle various input formats, such as text, images, and videos, and it excels in navigating complex and lengthy contexts, accommodating up to 256 K tokens with the possibility for future enhancements. With notable improvements in spatial reasoning, visual comprehension, and multimodal reasoning, the architecture of Qwen3-VL introduces several innovative features, including Interleaved-MRoPE for consistent spatio-temporal positional encoding and DeepStack to leverage multi-level characteristics from its Vision Transformer foundation for enhanced image-text correlation. Additionally, the model incorporates text–timestamp alignment to ensure precise reasoning regarding video content and time-related occurrences. These innovations allow Qwen3-VL to effectively analyze complex scenes, monitor dynamic video narratives, and decode visual arrangements with exceptional detail. The capabilities of this model signify a substantial advancement in multimodal AI applications, underscoring its versatility and promise for a broad spectrum of real-world applications. As such, Qwen3-VL stands at the forefront of technological progress in the realm of artificial intelligence.

What is NVIDIA Cosmos?

NVIDIA Cosmos is an innovative platform designed specifically for developers, featuring state-of-the-art generative World Foundation Models (WFMs), sophisticated video tokenizers, robust safety measures, and an efficient data processing and curation system that enhances the development of physical AI technologies. This platform equips developers engaged in fields like autonomous vehicles, robotics, and video analytics AI agents with the tools needed to generate highly realistic, physics-informed synthetic video data, drawing from a vast dataset that includes 20 million hours of both real and simulated footage. As a result, it allows for the quick simulation of future scenarios, the training of world models, and the customization of particular behaviors. The architecture of the platform consists of three main types of WFMs: Cosmos Predict, capable of generating up to 30 seconds of continuous video from diverse input modalities; Cosmos Transfer, which adapts simulations to function effectively across varying environments and lighting conditions, enhancing domain augmentation; and Cosmos Reason, a vision-language model that applies structured reasoning to interpret spatial-temporal data for effective planning and decision-making. Through these advanced capabilities, NVIDIA Cosmos not only accelerates the innovation cycle in physical AI applications but also promotes significant advancements across a wide range of industries, ultimately contributing to the evolution of intelligent technologies.

Media

Media

Integrations Supported

GitHub
HTML
Hugging Face
NVIDIA Isaac Sim

Integrations Supported

GitHub
HTML
Hugging Face
NVIDIA Isaac Sim

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Free
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

qwen.ai/blog

Company Facts

Organization Name

NVIDIA

Date Founded

1993

Company Location

United States

Company Website

www.nvidia.com/en-us/ai/cosmos/

Categories and Features

Categories and Features

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