// RUN โ€” FITS

Can the AMD Instinct MI455X run Pharia-1-LLM-7B?

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

Pharia-1-LLM-7B on the AMD Instinct MI455X

QuantFits?Max contextSpeedBeyond context
FP16 yes 2913k 876.8-1071.6 t/s ~1.8-2.2 (slow)
Q8 yes 2967k 1753.6-2143.3 t/s ~3.6-4.4 (slow)
Q4 yes 2991k 3131.4-3827.3 t/s ~6.4-7.8 (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 Pharia-1-LLM-7B?โ–ถ

Yes. At Q4 it generates ~3131.4-3827.3 tok/s and fits up to 2991k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~6.4-7.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 2991k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.