// RUN โ€” FITS

Can the AMD Instinct MI455X run MetaMath 7B (Mistral finetune)?

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

MetaMath 7B (Mistral finetune) on the AMD Instinct MI455X

QuantFits?Max contextSpeedBeyond context
FP16 yes 2914k 882-1078 t/s ~1.8-2.2 (slow)
Q8 yes 2967k 1764-2156 t/s ~3.6-4.4 (slow)
Q4 yes 2991k 3150-3850 t/s ~6.4-7.9 (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 MetaMath 7B (Mistral finetune)?โ–ถ

Yes. At Q4 it generates ~3150-3850 tok/s and fits up to 2991k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~6.4-7.9 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.