// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5060 Ti 16GB run TRIMELMext (7M)?

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

TRIMELMext (7M) on the NVIDIA GeForce RTX 5060 Ti 16GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 202k 23360-27840 t/s ~2085.7-2485.7 (slow)
Q8 yes 202k 46720-55680 t/s ~4171.4-4971.4 (slow)
Q4 yes 202k 83428.6-99428.6 t/s ~7449-8877.6 (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 5060 Ti 16GB run TRIMELMext (7M)?โ–ถ

Yes. At Q4 it generates ~83428.6-99428.6 tok/s and fits up to 202k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~7449-8877.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 202k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.