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Community performance summary

Meta Llama 3.1 8B

8 GPU configurations measured with this model. Compare hardware differences, quantizations and every recorded result.

9 signed runs · 0 verified · 4 testers
Median prompt436.77tok/s · 64.7 to 828.51
Median generation34.4tok/s · 2.85 to 77.02
Configurations1Q4_K_M
Last observedSep 10GCN / Vega · GCN / Vega + RDNA 2 · RDNA 1 · RDNA 2

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.

Hardware tested8 groups
AMD Radeon Vega ×6 + AMD Radeon Pro 580X1 run→AMD Radeon RX 4801 run→AMD Radeon Pro 5700 XT1 run→AMD Radeon Vega1 run→AMD Radeon Vega ×4 + AMD Radeon PRO W6800X Duo ×21 run→AMD Radeon Vega ×41 run→AMD Radeon RX 6900 XT ×21 run→AMD Radeon PRO W6800X Duo ×22 runs→
macOS

macOS 15.6.1 Sequoia · macOS 15.7.9 Sequoia · macOS 26.5 Tahoe · macOS 26.5.2 Tahoe

Recorded evidence

Inspect every run.

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

1 to 8 of 9 configurations

Verified benchmark Community submission
Model / quantHardwareArchitecturePromptGenerationSource
Meta Llama 3.1 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon RX 6900 XT ×231.97 GB VRAM
RDNA 2
828.51tok/s
77.02tok/s
Dolphins1972Jul 18, 2026
Meta Llama 3.1 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon PRO W6800X Duo ×2127.94 GB VRAM
RDNA 2
612.88tok/s
67tok/s
Flint Ironstag✓Jul 18, 2026
Meta Llama 3.1 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon PRO W6800X Duo ×2127.94 GB VRAM
RDNA 2
611.58tok/s
66.87tok/s
ToshLLM community✓Jul 18, 2026
Meta Llama 3.1 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon Pro 5700 XT15.98 GB VRAM
RDNA 1
436.77tok/s
46.46tok/s
Aaron.CAug 11, 2026
Meta Llama 3.1 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon Vega15.98 GB VRAM
GCN / Vega
277.72tok/s
34.4tok/s
ToshLLM community✓Jul 20, 2026
Meta Llama 3.1 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon Vega ×6 + AMD Radeon Pro 580X103.91 GB VRAM
GCN / Vega
558.18tok/s
32.86tok/s
Flint IronstagSep 10, 2026
Meta Llama 3.1 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon Vega ×4 + AMD Radeon PRO W6800X Duo ×2191.88 GB VRAM
GCN / Vega + RDNA 2
408.46tok/s
30.83tok/s
Flint Ironstag✓Jul 20, 2026
Meta Llama 3.1 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon Vega ×463.94 GB VRAM
GCN / Vega
271.81tok/s
17.97tok/s
Flint Ironstag✓Jul 20, 2026
Meta Llama 3.1 8BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon RX 4804 GB VRAM
GCN / Vega
64.7tok/s
2.85tok/s
ToshLLM communitySep 10, 2026