// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4090 run OpenThaiGPT v1.0.0 (7B)?

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

OpenThaiGPT v1.0.0 (7B) on the NVIDIA GeForce RTX 4090

QuantFits?Max contextSpeedBeyond context
FP16 yes 53k 54-64.4 t/s ~2.1-2.6 (slow)
Q8 yes 105k 108.1-128.8 t/s ~4.3-5.1 (slow)
Q4 yes 128k 193-230 t/s ~7.7-9.1 (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 NVIDIA GeForce RTX 4090 run OpenThaiGPT v1.0.0 (7B)?โ–ถ

Yes. At Q4 it generates ~193-230 tok/s and fits up to 128k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~7.7-9.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 128k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.