Discover Qwen: Qwen3 235B A22B Instruct 2507

Multilingual model for text generation and logical reasoning.

Input: text Output: text Context: 262,144 tokens Release: 2025-07-21

Released on July 21, 2025, Qwen: Qwen3 235B A22B Instruct 2507 by qwen is a powerful text-to-text language model designed to handle a variety of tasks. With a native context window of 262,144 tokens, it excels in general-purpose text generation, including instruction following, logical reasoning, and coding. This model supports text input and output, making it versatile for multilingual understanding and math reasoning. The Qwen3-235B-A22B version shows improved performance in knowledge coverage and long-context reasoning, making it a reliable choice for complex text tasks.

Use Cases

Here are a few ways teams apply Qwen: Qwen3 235B A22B Instruct 2507 in practice—from fast drafting to multimodal understanding. Adapt these ideas to your workflow.

Generate multilingual text efficiently

Follow complex instructions accurately

Perform logical reasoning tasks

Solve advanced math problems

Enhance code generation processes

Key Features

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

22B active parameters per forward pass

262K native context length

Multilingual text generation

Optimized for logical reasoning

Supports coding and math tasks

Specs

Overview

Vendor
qwen

Model ID
qwen/qwen3-235b-a22b-2507

Release
2025-07-21

Modalities & context

Input
text

Output
text

Context
262,144 tokens

Parameters & defaults

Supported parameters: frequency_penalty, logit_bias, logprobs, max_tokens, min_p, presence_penalty, reasoning, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_logprobs, top_p

Defaults: temperature 0.2, top_p 0.95

Benchmark tests: Qwen: Qwen3 235B A22B Instruct 2507

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 has the potential to positively transform work, leisure, and creativity. In the workplace, AI can automate repetitive tasks, freeing employees to focus on strategic, interpersonal, and innovative activities, boosting productivity and job satisfaction. This shift may lead to shorter workweeks and more meaningful roles, redefining the nature of employment. In leisure, AI personalizes entertainment, recommends enriching content, and powers immersive experiences in gaming and virtual environments, enhancing relaxation and engagement. Creativity, too, is being reimagined—AI tools assist artists, writers, and musicians by generating ideas, refining drafts, and enabling new forms of expression, acting as collaborative partners rather than replacements. By handling technical or time-consuming aspects, AI allows humans to explore bolder, more experimental creative directions. Together, these changes could foster a society where people have more time, inspiration, and resources to pursue purposeful work, fulfilling leisure, and imaginative endeavors—ushering in a new era of human potential powered by intelligent collaboration.

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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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