The most rapid route to a local installation of this model is through WSL2.
Follow the step-by-step instructions below.
The client handles the setup, pulling gigabytes of data automatically.
Without any user input, the software calibrates parameters for optimal hardware usage.
Qwen3-Coder-30B-A3B-Instruct-FP8 is a large language model fineātuned for code generation and debugging, built on the Qwen3 architecture with 30āÆbillion 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 stateāofātheāart 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 | 30āÆB |
| Attention | A3B sparse |
| Quantization | FP8 |
| Supported Languages | 20+ programming languages |
| Benchmark Score (HumanEval) | 92.3% |
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