Qwen3 Coder 30B A3B Instruct: Advanced Code Generation

Unlock advanced code generation with Qwen3 Coder 30B A3B Instruct.

Input: text Output: text Context: 262,144 tokens Release: 2025-07-31

Discover the Qwen3 Coder 30B A3B Instruct, a versatile AI model developed by Qwen, released in July 2025. This model boasts a 30.5 billion parameter Mixture-of-Experts architecture with 128 experts, making it well-suited for complex code generation and repository-scale understanding. With a native context length of 256K tokens, extendable up to 1 million with Yarn, it excels in tasks like function calls and structured code completion. Designed for instruction-following, it integrates seamlessly with OpenAI-compatible tools, ensuring efficient text-to-text processing.

Use Cases

Here are a few ways teams apply Qwen: Qwen3 Coder 30B A3B Instruct in practice—from fast drafting to multimodal understanding. Adapt these ideas to your workflow.

Generate complex code structures efficiently

Understand and process repository-scale data

Perform structured code completion tasks

Execute function calls with precision

Integrate with existing OpenAI-compatible tools

Key Features

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

30.5B parameter Mixture-of-Experts model

Native 256K tokens context, extendable to 1M

Optimized for instruction-following tasks

Seamless OpenAI-compatible tool integration

Supports advanced code generation and understanding

Specs

Overview

Vendor
qwen

Model ID
qwen/qwen3-coder-30b-a3b-instruct

Release
2025-07-31

Modalities & context

Input
text

Output
text

Context
262,144 tokens

Parameters & defaults

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

Defaults: temperature 0.2, top_p 0.95

Benchmark tests: Qwen: Qwen3 Coder 30B A3B 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

AI has the potential to revolutionize work, leisure, and creativity by automating routine tasks and amplifying human capabilities. In work, AI can handle repetitive processes like data entry, scheduling, and basic analysis, freeing professionals to focus on strategic thinking, problem-solving, and interpersonal communication. This shift could lead to more fulfilling careers and reduced burnout. For leisure, AI-powered personalization will create hyper-targeted entertainment experiences, from customized movie recommendations to intelligent fitness programs that adapt to individual preferences and progress. Smart assistants could manage household tasks, allowing more time for hobbies and relationships. In creativity, AI serves as a collaborative partner rather than replacement. Writers can brainstorm ideas, artists can explore new styles, and musicians can experiment with novel compositions. AI tools democratize creative expression, making professional-grade resources accessible to everyone while enhancing human imagination rather than replacing it.

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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