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Community performance summary

AMD Radeon RX Vega 56

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

2 signed runs · 0 verified · 1 tester
Median prompt451.41tok/s · 258.72 to 644.1
Median generation32.39tok/s · 24.24 to 40.54
Configurations2Q4_0 · UD-Q4_K_XL
Last observedAug 25GCN / 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 GPU2 groups
Hf E4B1 run→Gemma 4 12B1 run→
macOS

macOS 15.7.9 Sequoia

Recorded evidence

Inspect every run.

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

1 to 8 of 2 configurations

Verified benchmark Community submission
Model / quantHardwareArchitecturePromptGenerationSource
Hf E4BQ4_0 · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon RX Vega 567.98 GB VRAM
GCN / Vega
644.1tok/s
40.54tok/s
めろんAug 25, 2026
Gemma 4 12BUD-Q4_K_XL · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon RX Vega 567.98 GB VRAM
GCN / Vega
258.72tok/s
24.24tok/s
めろんAug 25, 2026