// RUN — FITS

Can the NVIDIA GeForce RTX 2050 run AWD-LSTM-DRILL + dynamic evaluation† (PTB)?

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

AWD-LSTM-DRILL + dynamic evaluation† (PTB) on the NVIDIA GeForce RTX 2050

QuantFits?Max contextSpeedBeyond context
FP16 yes 76k 1703.3-2030 t/s ~152.1-181.3 (slow)
Q8 yes 76k 3406.7-4060 t/s ~304.2-362.5 (slow)
Q4 yes 76k 6083.3-7250 t/s ~543.2-647.3 (slow)

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

→ All models on the NVIDIA GeForce RTX 2050 → AWD-LSTM-DRILL + dynamic evaluation† (PTB) specs → Other hardware

FAQ

Can the NVIDIA GeForce RTX 2050 run AWD-LSTM-DRILL + dynamic evaluation† (PTB)?▶

Yes. At Q4 it generates ~6083.3-7250 tok/s and fits up to 76k context; beyond that it spills to SSD swap and slows to ~543.2-647.3 tok/s.

How much context fits?▶

At Q4, up to about 76k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.