// RUN โ€” FITS

Can the AMD Radeon RX 9070 XT run BLOOM-560M?

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

BLOOM-560M on the AMD Radeon RX 9070 XT

QuantFits?Max contextSpeedBeyond context
FP16 yes 185k 362.3-442.8 t/s ~22.5-27.5 (slow)
Q8 yes 193k 724.5-885.5 t/s ~45-55 (slow)
Q4 yes 197k 1293.8-1581.3 t/s ~80.4-98.2 (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 Radeon RX 9070 XT run BLOOM-560M?โ–ถ

Yes. At Q4 it generates ~1293.8-1581.3 tok/s and fits up to 197k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~80.4-98.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 197k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.