// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5070 Ti run TRIMELMext (247M)?

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

TRIMELMext (247M) on the NVIDIA GeForce RTX 5070 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 194k 1324-1578 t/s ~59.1-70.4 (slow)
Q8 yes 198k 2648.1-3156 t/s ~118.2-140.9 (slow)
Q4 yes 200k 4728.7-5635.6 t/s ~211.1-251.6 (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 5070 Ti run TRIMELMext (247M)?โ–ถ

Yes. At Q4 it generates ~4728.7-5635.6 tok/s and fits up to 200k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~211.1-251.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 200k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.