// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 run ADM?

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

ADM on the NVIDIA GeForce RTX 2050

QuantFits?Max contextSpeedBeyond context
FP16 yes 59k 73.1-87.2 t/s ~6.5-7.8 (slow)
Q8 yes 68k 146.3-174.3 t/s ~13.1-15.6 (slow)
Q4 yes 72k 261.2-311.3 t/s ~23.3-27.8 (slow)

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

FAQ

Can the NVIDIA GeForce RTX 2050 run ADM?โ–ถ

Yes. At Q4 it generates ~261.2-311.3 tok/s and fits up to 72k context; beyond that it spills to SSD swap and slows to ~23.3-27.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 72k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.