// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 Mobile run nesso 0.4B Agentic?

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

nesso 0.4B Agentic on the NVIDIA GeForce RTX 2050 Mobile

QuantFits?Max contextSpeedBeyond context
FP16 yes 21k 102.2-121.8 t/s ~36.5-43.5 (slow)
Q8 yes 27k 204.4-243.6 t/s ~73-87 (slow)
Q4 yes 30k 365-435 t/s ~130.4-155.4 (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 2050 Mobile run nesso 0.4B Agentic?โ–ถ

Yes. At Q4 it generates ~365-435 tok/s and fits up to 30k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~130.4-155.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 30k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.