Qwen3-Coder

Qwen3-Coder

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Qwen3-Coder is a large-scale open-source programming model launched by Alibaba Cloud's Qwen team, featuring Agentic intelligence capable of automating software development tasks, supporting ultra-long contexts and multiple programming languages.

Last Updated: 2025/7/27

Detailed Introduction

Qwen3-Coder One of the Strongest Open Source Programming Models

Qwen3-Coder is the latest generation of open-source AI programming models introduced by Alibaba Cloud's Qwen team, designed for complex, multi-step software development tasks. Not only can it write code, but it also possesses "Agentic Intelligence" (capable of autonomous planning, tool invocation, and problem-solving), hailed as one of the strongest open-source programming models currently available.


🚀 Core Highlights

Feature Description
Ultra-large-scale Architecture 480 billion parameter Mixture-of-Experts architecture, with 35 billion activated parameters
Ultra-long Context Support Natively supports 256K tokens, expandable up to 1 million tokens, capable of processing an entire code repository at once
Agentic Programming Capability Supports multi-round interactions, tool invocation, automatic debugging, architecture planning, and other complex tasks
Open Source and Free Licensed under Apache 2.0, allowing enterprises to freely commercialize, deploy, and modify
Multi-language Support Supports 358 programming languages, including Python, Java, C++, Rust, etc.

🧠 Technical Details

  • Model Name: Qwen3-Coder-480B-A35B-Instruct
  • Architecture Type: Mixture-of-Experts (MoE)
  • Context Expansion Technology: YaRN (Yet another RoPE extrapolatioN)
  • Training Data: 7.5 trillion tokens, with 70% being code data
  • Reinforcement Learning Optimization: Utilizes Code RL and Agent RL technologies to improve the success rate of real-world task execution

🛠️ Tool Ecosystem and Integration

  • Qwen Code CLI: Command-line tool supporting function calls, structured prompts, adapted for Node.js environments
  • Claude Code Interface Compatibility: Can integrate with Claude tools via proxy or API routing
  • OpenAI API Compatibility Mode: Supports access via DashScope, facilitating quick integration for developers

🧪 Performance Evaluation

Qwen3-Coder has demonstrated outstanding performance in various Agentic programming benchmarks, including:

  • SWE-Bench Verified: Leading in solving real software engineering problems
  • Agentic Browser-Use & Tool-Use: Performance in browser automation and tool invocation tasks is close to Claude Sonnet 4

🧩 Application Scenarios

  • Automatic generation of complete applications
  • Multi-step code debugging and refactoring
  • Architecture design and technology selection
  • Code repository analysis and dependency management
  • CI/CD toolchain integration and automated testing

📥 How to Get It

You can obtain the model and tools for free on the following platforms:

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AI Programming ModelOpen Source ProjectSmart AssistantCode GenerationMulti-language Support
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