Community performance summary

Gemma 4 12B × AMD Radeon Vega ×2

1 signed observations in one performance comparison. Open any run below to inspect its exact configuration and provenance.

1 signed run · 0 verified · 1 tester
Median prompt319.02tok/s · 319.02 to 319.02
Median generation14.86tok/s · 14.86 to 14.86
Configurations1Q4_K_M
Last observedJul 23GCN / 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.

Quantizations observed1 groups
Q4_K_M1 runs
macOS

macOS 15.7.5 Sequoia

Recorded evidence

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

1 to 8 of 1 configurations

Verified benchmark Community submission
Model / quantHardwareArchitecturePromptGenerationSource
Gemma 4 12BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon Vega ×231.97 GB VRAM
GCN / Vega
319.02tok/s
14.86tok/s
ToshLLM communityJul 23, 2026