Qwen3-Coder

1 report

As of 7 Oct 2026, Qwen3-Coder 30B · 3B active at 4-bit on the hardware it is most run on, with the median of plain runs (one device, one request, no speculative decoding, the whole model in its memory):

AMD MI50 32GB
66.1t/s · one run

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Reported performance for Qwen3-Coder

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Qwen3-Coder 30B (3B active)

AMD MI50 32GB · llama.cpp

reported speed:: 66.1 tokens/s generation
quant:: Q4_K_M (GGUF)

Reported by the source; GPU count, offloading and concurrent requests can change this figure. Check the full setup before comparing.

coding

User benchmarks Qwen3 Coder 30B A3B at 66.11 t/s generation on one AMD Radeon Instinct Mi50 32GB. Setup is llama.cpp build 128d522c (6686) with the ROCm backend, Q4_K_M quant (17.28 GiB), -ngl 99, 112 threads and --numa distribute on a dual Xeon 8480+ host. Other quants on the same card: Q5_0 65.15 t/s, Q6_K 62.49 t/s, Q8_0 64.20 t/s. BF16 (56.89 GiB) required two GPUs and ran 41.41 t/s. With 16K tokens of output the rate falls to about 20 t/s.

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Reported configurations

Individual observations from this page, not expected speeds or a ranking. Select a model to open its report, with the source and offloading conditions. Reported context may be a limit rather than actual input length.

Model / hardware	Quant / engine	Reported context	Generation
Qwen3-Coder 30B (3B active) AMD MI50 32GB	Q4_K_M llama.cpp	Not reported	66.1 tokens/s