can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA RTX 6000 Ada (48GB) run Llama 3.2 1B?

Llama · Llama 3.2 Community · estimated for a 48.0 GB machine at 4K context.

Yes — it runs great.

Best fit: Llama 3.2 1B at FP16 · 2.5 GB · 156–234 tok/s on a NVIDIA RTX 6000 Ada (48GB).

Every quantization on this machine

QuantSizeSpeedFit
Q4_K_M0.8 GB252–377 tok/sRuns great
Q5_K_M0.9 GB240–361 tok/sRuns great
Q6_K1.0 GB229–344 tok/sRuns great
Q8_01.3 GB210–314 tok/sRuns great
FP162.5 GB156–234 tok/sRuns great

Ran Llama 3.2 1B on a NVIDIA RTX 6000 Ada (48GB)? Add your real numbers →