// RUN โ€” FITS

Can the AMD Instinct MI300X 192GB run OpenThaiGPT v1.0.0 (13B)?

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

OpenThaiGPT v1.0.0 (13B) on the AMD Instinct MI300X 192GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 909k 127.4-155.8 t/s ~1-1.2 (slow)
Q8 yes 989k 254.9-311.5 t/s ~1.9-2.4 (slow)
Q4 yes 1024k 455.2-556.3 t/s ~3.4-4.2 (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 Instinct MI300X 192GB run OpenThaiGPT v1.0.0 (13B)?โ–ถ

Yes. At Q4 it generates ~455.2-556.3 tok/s and fits up to 1024k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.4-4.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1024k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.