// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4070 run Transformer (Adaptive Input Embeddings) WT103?

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

Transformer (Adaptive Input Embeddings) WT103 on the NVIDIA GeForce RTX 4070

QuantFits?Max contextSpeedBeyond context
FP16 yes 138k 744.8-887.6 t/s ~59.1-70.4 (slow)
Q8 yes 142k 1489.6-1775.2 t/s ~118.2-140.9 (slow)
Q4 yes 143k 2659.9-3170 t/s ~211.1-251.6 (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 4070 run Transformer (Adaptive Input Embeddings) WT103?โ–ถ

Yes. At Q4 it generates ~2659.9-3170 tok/s and fits up to 143k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~211.1-251.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 143k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.