GPUs & Macs › AMD Ryzen 3000 Series

AMD Ryzen 3000 Series: local LLM speed

Llama 2 7B (Q4_0) generates 8.5 tokens/s on the AMD Ryzen 3000 Series (Vulkan), and processes prompts at 49 tokens/s.

Measured results

ModelGenerate
tok/s
Prompt
tok/s
QuantBackendTestSource
Llama 2 7B8.549Q4_0Vulkan FA offtg128llama.cpp #10879 details

What fits on the AMD Ryzen 3000 Series

Estimates for this chip are scaled from a measured run: Llama 2 7B Q4_0 at 8.5 tok/s (Vulkan, source). Fit assumes the whole model in GPU memory with ~8K context.

Memory size unknown for this device.

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Similar hardware

AMD BC-250 · AMD Radeon RX 6800M · AMD Radeon RX 6600M · AMD Radeon RX 7600M XT · AMD Ryzen AI 300 Series · AMD Ryzen 6000 Series · AMD Ryzen 7000 Series · AMD Ryzen 8000 Series