can-i-run-this-llm

Can I run this LLM?

Can a AMD Instinct MI300X (192GB) run Granite 4.2 8B?

Granite · Apache 2.0 · estimated for a 192.0 GB machine at 4K context.

Yes — it runs great.

Best fit: Granite 4.2 8B at FP16 · 17.6 GB · 135–203 tok/s on a AMD Instinct MI300X (192GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K3.4 GB265–398 tok/sRuns great
Q3_K_M4.4 GB250–374 tok/sRuns great
Q4_K_M5.4 GB235–352 tok/sRuns great
Q5_K_M6.3 GB223–334 tok/sRuns great
Q6_K7.2 GB211–316 tok/sRuns great
Q8_09.4 GB189–284 tok/sRuns great
FP1617.6 GB135–203 tok/sRuns great

Ran Granite 4.2 8B on a AMD Instinct MI300X (192GB)? Add your real numbers →