// RUN โ€” FITS

Can the AMD Radeon RX 9070 XT run TinyLlama-1.1B (1T token checkpoint)?

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

TinyLlama-1.1B (1T token checkpoint) on the AMD Radeon RX 9070 XT

QuantFits?Max contextSpeedBeyond context
FP16 yes 168k 184.4-225.4 t/s ~11.5-14 (slow)
Q8 yes 185k 368.8-450.8 t/s ~22.9-28 (slow)
Q4 yes 192k 658.6-805 t/s ~40.9-50 (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 TinyLlama-1.1B (1T token checkpoint)?โ–ถ

Yes. At Q4 it generates ~658.6-805 tok/s and fits up to 192k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~40.9-50 tok/s.

How much context fits?โ–ถ

At Q4, up to about 192k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.