// RUN โ€” FITS

Can the AMD Radeon RX 9070 XT run BTLM-3B?

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

BTLM-3B on the AMD Radeon RX 9070 XT

QuantFits?Max contextSpeedBeyond context
FP16 yes 122k 78-95.4 t/s ~4.8-5.9 (slow)
Q8 yes 162k 156-190.7 t/s ~9.7-11.8 (slow)
Q4 yes 180k 278.7-340.6 t/s ~17.3-21.2 (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 BTLM-3B?โ–ถ

Yes. At Q4 it generates ~278.7-340.6 tok/s and fits up to 180k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~17.3-21.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 180k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.