// RUN — FITS

Can the NVIDIA GeForce RTX 5070 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 5070

QuantFits?Max contextSpeedBeyond context
FP16 yes 145k 10220-12180 t/s ~608.3-725 (slow)
Q8 yes 145k 20440-24360 t/s ~1216.7-1450 (slow)
Q4 yes 145k 36500-43500 t/s ~2172.6-2589.3 (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 run AWD-LSTM-DRILL + dynamic evaluation† (PTB)?

Yes. At Q4 it generates ~36500-43500 tok/s and fits up to 145k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~2172.6-2589.3 tok/s.

How much context fits?

At Q4, up to about 145k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.