GPUs & Macs › AMD Ryzen AI 300 Series
AMD Ryzen AI 300 Series: local LLM speed
Llama 2 7B (Q4_0) generates 23.9 tokens/s on the AMD Ryzen AI 300 Series (Vulkan), and processes prompts at 533 tokens/s.
Measured results
| Model | Generate tok/s | Prompt tok/s | Quant | Backend | Test | Source |
|---|---|---|---|---|---|---|
| Llama 2 7B | 23.9 | 533 | Q4_0 | Vulkan FA on | tg128 | llama.cpp #10879 details |
| Llama 2 7B | 22.4 | 479 | Q4_0 | Vulkan FA off | tg128 | llama.cpp #10879 details |
What fits on the AMD Ryzen AI 300 Series
Estimates for this chip are scaled from a measured run: Llama 2 7B Q4_0 at 23.9 tok/s (Vulkan, source). Fit assumes the whole model in GPU memory with ~8K context.
Memory size unknown for this device.
Similar hardware
AMD BC-250 · AMD Radeon RX 6800M · AMD Radeon RX 6600M · AMD Radeon RX 7600M XT · AMD Ryzen 6000 Series · AMD Ryzen 7000 Series · AMD Ryzen 8000 Series · AMD Ryzen Z1 Extreme