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Community performance summary

AMD Radeon Pro 580

3 local models measured on this GPU configuration. Compare quantizations, configurations and the full observed performance range.

3 signed runs · 0 verified · 1 tester
Median prompt144.55tok/s · 71.18 to 239.43
Median generation14.75tok/s · 9.83 to 19.86
Configurations1Q4_K_M
Last observedAug 10GCN / Vega

What the results show

One clear view.
Every recorded run.

Measurements from comparable hardware and models are presented together. Medians show typical performance, while every signed run remains available below for inspection and sharing.

Models on this GPU3 groups
Qwen3 Coder 30B-A3B1 run→Qwen3Vl 4B1 run→Qwen2.5 Coder 7B1 run→
macOS

macOS 14.7.5 Sonoma

Recorded evidence

Inspect every run.

Open any result to review its exact hardware, model configuration, measurements and submission details.

1 to 8 of 3 configurations

Verified benchmark Community submission
Model / quantHardwareArchitecturePromptGenerationSource
Qwen3Vl 4BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon Pro 5808 GB VRAM
GCN / Vega
239.43tok/s
19.86tok/s
ToshLLM communityAug 3, 2026
Qwen2.5 Coder 7BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon Pro 5808 GB VRAM
GCN / Vega
144.55tok/s
14.75tok/s
ToshLLM communityAug 3, 2026
Qwen3 Coder 30B-A3BQ4_K_M · MoE · Signed ToshLLM app · ncmoe 35 · amd-gpu · Metal · comparison
AMD Radeon Pro 5808 GB VRAM
GCN / Vega
71.18tok/s
9.83tok/s
ToshLLM communityAug 10, 2026