can-i-run-this-llm

Can I run this LLM?

Can a AMD RX 9070 (16GB) run Llama 3.1 8B?

Llama · Llama 3.1 Community · estimated for a 16.0 GB machine at 4K context.

Yes — it runs great.

Best fit: Llama 3.1 8B at Q8_0 · 8.5 GB · 46–69 tok/s on a AMD RX 9070 (16GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K3.2 GB95–142 tok/sRuns great
Q3_K_M4.0 GB81–122 tok/sRuns great
Q4_K_M4.9 GB71–106 tok/sRuns great
Q5_K_M5.7 GB63–94 tok/sRuns great
Q6_K6.6 GB56–85 tok/sRuns great
Q8_08.5 GB46–69 tok/sRuns great

Ran Llama 3.1 8B on a AMD RX 9070 (16GB)? Add your real numbers →