--- title: Qwen 2.5 Coder 32B Instruct — Code LLM | ModelsLab description: Access Qwen 2.5 Coder 32B Instruct API to generate, repair, and reason over code in 40+ languages. Try SOTA open-weight coding now. url: https://modelslab-frontend-v2-927501783998.us-east4.run.app/qwen-25-coder-32b-instruct canonical: https://modelslab-frontend-v2-927501783998.us-east4.run.app/qwen-25-coder-32b-instruct type: website component: Seo/ModelPage generated_at: 2026-05-13T09:42:09.582291Z --- Available now on ModelsLab · Language Model Qwen 2.5 Coder 32B Instruct Code Like GPT-4o --- [Try Qwen 2.5 Coder 32B Instruct](/models/qwen/Qwen-Qwen2.5-Coder-32B-Instruct) [API Documentation](https://docs.modelslab.com) Master Code Generation --- SOTA Performance ### Matches GPT-4o Qwen 2.5 Coder 32B Instruct rivals GPT-4o on HumanEval, LiveCodeBench, and Aider benchmarks. 128K Context ### Handles Long Code Supports up to 128K tokens for complex projects and agentic workflows. 40+ Languages ### Multi-Language Code Excels in Haskell, Racket, and more via balanced pre-training data. Examples See what Qwen 2.5 Coder 32B Instruct can create --- Copy any prompt below and try it yourself in the [playground](/models/qwen/Qwen-Qwen2.5-Coder-32B-Instruct). SQL Optimizer “Analyze this SQL query for performance issues and rewrite it optimized for a PostgreSQL database handling large e-commerce datasets: SELECT \* FROM orders o JOIN customers c ON o.customer\_id = c.id WHERE o.date > '2024-01-01' ORDER BY o.total DESC;” Bug Fixer “Fix bugs in this Python function that calculates Fibonacci numbers recursively, causing stack overflow for n>30: def fib(n): if n <= 1: return n return fib(n-1) + fib(n-2)” API Generator “Write a FastAPI endpoint for user authentication using JWT, including request validation with Pydantic and secure password hashing with bcrypt.” Algorithm Impl “Implement Dijkstra's shortest path algorithm in JavaScript for a graph represented as an adjacency list, with priority queue using heap.” For Developers A few lines of code. Code fixes. One call. --- ModelsLab handles the infrastructure: fast inference, auto-scaling, and a developer-friendly API. No GPU management needed. - **Serverless:** scales to zero, scales to millions - **Pay per token,** no minimums - **Python and JavaScript SDKs,** plus REST API [API Documentation ](https://docs.modelslab.com) PythonJavaScriptcURL Copy ```

import requests

response = requests.post(
    "https://modelslab.com/api/v7/llm/chat/completions",
    json={
  "key": "YOUR_API_KEY",
  "prompt": "",
  "model_id": ""
}
)
print(response.json())

``` FAQ Common questions about Qwen 2.5 Coder 32B Instruct --- [Read the docs ](https://docs.modelslab.com) ### What is Qwen 2.5 Coder 32B Instruct? Qwen 2.5 Coder 32B Instruct is a 32B parameter LLM specialized for code generation, reasoning, and repair. It uses 64 Transformer layers with GQA and supports 128K context. Matches GPT-4o on key coding benchmarks. ### How does Qwen 2.5 Coder 32B Instruct API work? Send prompts via the Qwen 2.5 Coder 32B Instruct API endpoint for instant code tasks. Integrates with agentic workflows and runs on standard inference setups. Scalable for production use. ### What are Qwen 2.5 Coder 32B Instruct benchmarks? Achieves 88.4% on HumanEval, 73.7% on Aider, and leads open models on LiveCodeBench. Outperforms GPT-4o on Spider and BIRD-SQL in some cases. ### Is Qwen 2.5 Coder 32B Instruct model open source? Yes, available on Hugging Face as open-weight model. Instruction-tuned for coding across 40+ languages. Fine-tune further for custom needs. ### Qwen 2.5 Coder 32B Instruct alternative to what? Alternatives include GPT-4o or Claude 3.5 Sonnet, but Qwen 2.5 Coder 32B Instruct offers better open-source value. Cost-effective for local runs with 32GB+ RAM. ### Can qwen 2.5 coder 32b instruct api fix code? Yes, excels at code repair on Aider benchmark at 73.7%. Handles debugging, error fixing, and refactoring efficiently. Ready to create? --- Start generating with Qwen 2.5 Coder 32B Instruct on ModelsLab. [Try Qwen 2.5 Coder 32B Instruct](/models/qwen/Qwen-Qwen2.5-Coder-32B-Instruct) [API Documentation](https://docs.modelslab.com) --- *This markdown version is optimized for AI agents and LLMs.* **Links:** - [Website](https://modelslab.com) - [API Documentation](https://docs.modelslab.com) - [Blog](https://modelslab.com/blog) --- *Generated by ModelsLab - 2026-05-13*