can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA RTX 4050 Laptop (6GB) run Llama 3.1 8B?

Llama · Llama 3.1 Community · estimated for a 6.0 GB machine at 4K context.

Yes — it runs great.

Best fit: Llama 3.1 8B at Q2_K · 3.2 GB · 35–52 tok/s on a NVIDIA RTX 4050 Laptop (6GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K3.2 GB35–52 tok/sRuns great
Q3_K_M4.0 GB29–43 tok/sTight / slow
Q4_K_M4.9 GB24–36 tok/sWon't fit
Q5_K_M5.7 GB21–32 tok/sWon't fit
Q6_K6.6 GB19–28 tok/sWon't fit
Q8_08.5 GB15–22 tok/sWon't fit

Ran Llama 3.1 8B on a NVIDIA RTX 4050 Laptop (6GB)? Add your real numbers →