Community performance summary

Gemma 4 12B × AMD Radeon HD GFX10 Family Unknown Prototype

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 prompt825.73tok/s · 825.73 to 825.73
Median generation48.46tok/s · 48.46 to 48.46
Configurations1UD-Q4_K_XL
Last observedJul 24Unknown

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
UD-Q4_K_XL1 runs
macOS

macOS 15.7.7 Sequoia

Recorded evidence

Inspect every run.

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 12BUD-Q4_K_XL · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
Unknown
825.73tok/s
48.46tok/s
ToshLLM communityJul 24, 2026