// RUN โ€” FITS

Can the AMD Radeon RX 9070 XT run GTE-ModernColBERT-v1?

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

GTE-ModernColBERT-v1 on the AMD Radeon RX 9070 XT

QuantFits?Max contextSpeedBeyond context
FP16 yes 197k 1361.5-1664 t/s ~84.6-103.4 (slow)
Q8 yes 199k 2723-3328.1 t/s ~169.1-206.7 (slow)
Q4 yes 200k 4862.4-5943 t/s ~302-369.1 (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 GTE-ModernColBERT-v1?โ–ถ

Yes. At Q4 it generates ~4862.4-5943 tok/s and fits up to 200k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~302-369.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 200k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.