Community performance summary

AMD Radeon GFX10, 16 GB

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

9 signed runs · 0 verified · 1 tester

Median prompt1131.82tok/s · 720.61 to 1881.52

Median generation72.12tok/s · 45.53 to 105.77

Configurations5FP16 · Q4_0 · Q4_K_M

Last observedAug 6RDNA

What the results show

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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 GPU9 groups

LLaMA V2 7B1 run→Gemma 4 19B1 run→GLM 4.7 Flash 23B-A3B1 run→Gemma 4 A4B 98e V6 Coder It1 run→Models Zai Org GLM 4.6V Flash1 run→Qwen3.6 12B1 run→Gemma4 V2 Merged 12B1 run→UncensoredLM DeepSeek R1 Qwen 13.5B1 run→Gemma 4 12B1 run→

Recorded evidence

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1 to 8 of 9 configurations

Verified benchmark Community submission

Model / quant	Hardware	Architecture	Prompt	Generation	Source
LLaMA V2 7BQ4_0 · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon GFX10, 16 GB15.98 GB VRAM	RDNA	1508.5tok/s	105.77tok/s	ToshLLM communityAug 6, 2026
Gemma 4 19BQ4_K_M · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon GFX10, 16 GB15.98 GB VRAM	RDNA	1881.52tok/s	99.11tok/s	ToshLLM communityAug 6, 2026
GLM 4.7 Flash 23B-A3BQ4_K_M · MoE · Signed ToshLLM app · ncmoe 1 · amd-gpu · Metal · comparison	AMD Radeon GFX10, 16 GB15.98 GB VRAM	RDNA	1341.71tok/s	94.83tok/s	ToshLLM communityAug 6, 2026
Gemma 4 A4B 98e V6 Coder ItQ4_K_M · MoE · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon GFX10, 16 GB15.98 GB VRAM	RDNA	1773.77tok/s	94.17tok/s	ToshLLM communityAug 6, 2026
Models Zai Org GLM 4.6V FlashQ4_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon GFX10, 16 GB15.98 GB VRAM	RDNA	1131.82tok/s	72.12tok/s	ToshLLM communityAug 6, 2026
Qwen3.6 12BQ5_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon GFX10, 16 GB15.98 GB VRAM	RDNA	855.26tok/s	52.83tok/s	ToshLLM communityAug 6, 2026
Gemma4 V2 Merged 12BFP16 · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon GFX10, 16 GB15.98 GB VRAM	RDNA	833tok/s	50.83tok/s	ToshLLM communityAug 6, 2026
Gemma 4 12BUD-Q4_K_XL · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon GFX10, 16 GB15.98 GB VRAM	RDNA	825.73tok/s	48.46tok/s	ToshLLM communityJul 24, 2026
UncensoredLM DeepSeek R1 Qwen 13.5BQ5_K_M · Dense · Signed ToshLLM app · amd-gpu · Metal · comparison	AMD Radeon GFX10, 16 GB15.98 GB VRAM	RDNA	720.61tok/s	45.53tok/s	ToshLLM communityAug 6, 2026

AMD Radeon GFX10, 16 GB

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One clear view.
Every recorded run.