// RUN โ€” FITS

Can the Jetson Thor T3000 run GLM-10B-bidirectional?

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

GLM-10B-bidirectional on the Jetson Thor T3000

QuantFits?Max contextSpeedBeyond context
FP16 yes 45k 10-11.9 t/s ~0.4-0.4 (slow)
Q8 yes 106k 19.9-23.8 t/s ~0.7-0.9 (slow)
Q4 yes 132k 35.6-42.4 t/s ~1.3-1.6 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.

FAQ

Can the Jetson Thor T3000 run GLM-10B-bidirectional?โ–ถ

Yes. At Q4 it generates ~35.6-42.4 tok/s and fits up to 132k context; beyond that it spills to SSD swap and slows to ~1.3-1.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 132k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.