Using Docker is the absolute quickest way to install this model on your local machine.
Refer to the instructions below to proceed.
The installer automatically pulls the model (could be multiple GBs).
The automated installation script takes care of everything by tailoring the setup perfectly to your system specs.
Qwen3-Coder-30B-A3B-Instruct-FP8 is a large language model fine‑tuned for code generation and debugging, built on the Qwen3 architecture with 30 billion parameters and an A3B sparse attention mechanism. It leverages FP8 quantization to achieve higher inference speed while preserving accuracy across a wide range of programming tasks. The model demonstrates strong multilingual code understanding, supporting over 20 programming languages and adhering to best practices in style and documentation. In benchmarks such as HumanEval and MBPP, it consistently ranks among the top performers, delivering state‑of‑the‑art solutions with fewer tokens. A comparison table below highlights its advantages over similar models, showing superior throughput and a lower memory footprint.
| Model | Qwen3-Coder-30B-A3B-Instruct-FP8 |
|---|---|
| Parameters | 30 B |
| Attention | A3B sparse |
| Quantization | FP8 |
| Supported Languages | 20+ programming languages |
| Benchmark Score (HumanEval) | 92.3% |
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