can-i-run-this-llm

Can I run this LLM?

Can a AMD Instinct MI300X (192GB) run GLM-4 9B?

GLM · MIT · estimated for a 192.0 GB machine at 4K context.

Yes — it runs great.

Best fit: GLM-4 9B at FP16 · 18.8 GB · 132–198 tok/s on a AMD Instinct MI300X (192GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K3.1 GB282–423 tok/sRuns great
Q3_K_M4.1 GB263–394 tok/sRuns great
Q4_K_M5.7 GB237–355 tok/sRuns great
Q5_K_M6.7 GB223–335 tok/sRuns great
Q6_K7.8 GB211–316 tok/sRuns great
Q8_010.0 GB188–282 tok/sRuns great
FP1618.8 GB132–198 tok/sRuns great

Ran GLM-4 9B on a AMD Instinct MI300X (192GB)? Add your real numbers →