// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5070 Ti run DeciLM 6B?

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

DeciLM 6B on the NVIDIA GeForce RTX 5070 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 14k 57.4-68.4 t/s ~2.6-3.1 (slow)
Q8 yes 57k 114.8-136.8 t/s ~5.1-6.1 (slow)
Q4 yes 77k 204.9-244.2 t/s ~9.1-10.9 (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 DeciLM 6B?โ–ถ

Yes. At Q4 it generates ~204.9-244.2 tok/s and fits up to 77k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~9.1-10.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 77k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.