// RUN โ€” FITS

Can the AMD Instinct MI455X run LLaMA-33B?

Yes โ€” here's how fast and up to what context, with real measured numbers.

LLaMA-33B on the AMD Instinct MI455X

QuantFits?Max contextSpeedBeyond context
FP16 yes 1262k 190-232.2 t/s ~0.4-0.5 (slow)
Q8 yes 1386k 379.9-464.4 t/s ~0.8-0.9 (slow)
Q4 yes 1441k 678.5-829.2 t/s ~1.4-1.7 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.

FAQ

Can the AMD Instinct MI455X run LLaMA-33B?โ–ถ

Yes. At Q4 it generates ~678.5-829.2 tok/s and fits up to 1441k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.4-1.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1441k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.