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Community performance summary

Qwen2.5 Coder 7B

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

5 signed runs · 0 verified · 4 testers
Median prompt144.55tok/s · 48.27 to 695.08
Median generation30.07tok/s · 3.55 to 56.33
Configurations2Q2_K · Q4_K_M
Last observedOct 19GCN / Vega · RDNA 1

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 tested5 groups
AMD Radeon VII1 run→AMD Radeon Pro 560X1 run→AMD Radeon RX 5801 run→AMD Radeon Pro 5801 run→AMD Radeon RX 5700 XT1 run→
macOS

macOS 14.7.5 Sonoma · macOS 15.6 Sequoia · macOS 15.7.3 Sequoia · macOS 15.7.9 Sequoia · macOS 15.8.1 Sequoia

Recorded evidence

Inspect every run.

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

1 to 8 of 5 configurations

Verified benchmark Community submission
Model / quantHardwareArchitecturePromptGenerationSource
Qwen2.5 Coder 7BQ2_K · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon VII15.98 GB VRAM
GCN / Vega
695.08tok/s
56.33tok/s
ToshLLM communityOct 19, 2026
Qwen2.5 Coder 7BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon RX 5700 XT7.98 GB VRAM
RDNA 1
495.6tok/s
52.31tok/s
blacklizardJul 31, 2026
Qwen2.5 Coder 7BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon RX 5808 GB VRAM
GCN / Vega
138.96tok/s
30.07tok/s
cloudphreniaSep 10, 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
Qwen2.5 Coder 7BQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison
AMD Radeon Pro 560X4 GB VRAM
GCN / Vega
48.27tok/s
3.55tok/s
mitchdeSep 11, 2026