Docker offers the quickest path to setting up this model locally.
Follow the step-by-step instructions below.
The installer automatically pulls the model (could be multiple GBs).
You don’t need to tweak anything, as the installer will automatically pick the highest performing setup for you.
The Qwen3-Coder-30B-A3B-Instruct model is a large language model specifically optimized for code generation and software engineering tasks. It leverages an A3B architecture that balances parameter count and inference efficiency, delivering robust performance across multiple programming languages. With 30 billion parameters and a context window extending to 16鈥痥 tokens, the model can understand and generate lengthy code snippets and documentation. The model has been fine鈥憈uned on extensive public code repositories and instructional datasets, enabling it to follow complex coding conventions and best practices. In benchmarks such as HumanEval and MBPP, Qwen3-Coder-30B-A3B-Instruct consistently achieves top鈥憈ier scores, often rivaling or surpassing specialized coding assistants. Below is a quick comparison of its core specifications:
| Parameter Count | 30鈥疊 |
| Context Length | 16鈥痥 tokens |
| Training Data | Public code repos + instructional datasets |
| Primary Use | Code generation & software engineering |
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