Explore Qwen3 VL 32B Instruct Model

Multimodal understanding across text, images, and video.

Input: text · image Output: text Context: 262,144 tokens Release: 2025-10-23

Discover Qwen3 VL 32B Instruct, a multimodal model by Qwen released on October 23, 2025. With a massive 32 billion parameters, it excels in understanding and reasoning across text, images, and video. The model supports a context window of up to 262,144 tokens, allowing it to handle extensive input data. It processes text and image inputs to generate text outputs, making it versatile for complex tasks. Key capabilities include robust OCR in 32 languages, fine-grained spatial reasoning, and enhanced multimodal fusion through Interleaved-MRoPE and DeepStack architectures. Ideal for agentic interaction and visual tool use, it offers advanced performance in real-world scenarios.

Use Cases

Here are a few ways teams apply Qwen: Qwen3 VL 32B Instruct in practice—from fast drafting to multimodal understanding. Adapt these ideas to your workflow.

Analyze complex documents and scenes

Perform detailed video understanding

Engage in visual tool interactions

Conduct fine-grained spatial reasoning

Enhance multimodal research projects

Key Features

A quick look at the capabilities that make this model useful in real projects.

32 billion parameters for deep analysis

Handles text and image inputs

Generates text outputs

Robust OCR in 32 languages

Enhanced multimodal fusion

Optimized for agentic interaction

Specs

Overview

Vendor
qwen

Model ID
qwen/qwen3-vl-32b-instruct

Release
2025-10-23

Modalities & context

Input
text · image

Output
text

Context
262,144 tokens

Parameters & defaults

Supported parameters: frequency_penalty, logit_bias, max_tokens, min_p, presence_penalty, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, top_k, top_p

Defaults: temperature 0.2, top_p 0.95

Benchmark tests: Qwen: Qwen3 VL 32B Instruct

We ran this model against a few representative prompts to show its range. Review the outputs below and be the judge.

Text

Prompt:

Write 150 words on how AI might positively upend work, leisure and creativity

Artificial Intelligence (AI) is poised to positively transform work, leisure, and creativity by automating routine tasks, enhancing productivity, and unlocking new forms of expression. In the workplace, AI streamlines operations, reduces human error, and enables employees to focus on strategic, innovative roles. For leisure, AI personalizes entertainment, recommends tailored content, and creates immersive experiences through virtual and augmented reality. In creativity, AI acts as a collaborative tool—generating music, art, and writing that inspire human artists, expanding imaginative possibilities. By handling repetitive tasks, AI frees time for deeper human connection, learning, and exploration. It also democratizes access to creative tools, allowing more people to participate in innovation. While challenges remain, AI’s potential to augment human capabilities offers a future where work is more meaningful, leisure is more enriching, and creativity is boundless. With responsible development, AI can become a powerful force for human flourishing.

Run this prompt on Upend.AI

Image

Prompt:

Generate an SVG of a pelican riding a bicycle.

Run this prompt on Upend.AI

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up.end

/ˌəpˈend/

verb

To “upend” means to completely disrupt, overturn, or drastically change the established order or structure of something. It implies a significant shift or alteration that can potentially have far-reaching consequences. When something is upended, it is turned upside down or transformed in a way that challenges conventional norms or expectations. The term often carries a sense of innovation, transformation, and sometimes even a hint of upheaval, indicating that the changes are not just minor adjustments but rather a fundamental reimagining of the status quo.

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