// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4070 run GLM-10B-unidirectional?

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

GLM-10B-unidirectional on the NVIDIA GeForce RTX 4070

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 24k 65.7-78.3 t/s ~5.2-6.2 (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 NVIDIA GeForce RTX 4070 run GLM-10B-unidirectional?โ–ถ

Yes. At Q4 it generates ~65.7-78.3 tok/s and fits up to 24k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~5.2-6.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 24k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.