// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3070 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 3070

QuantFits?Max contextSpeedBeyond context
FP16 yes 82k 662-789 t/s ~59.1-70.4 (slow)
Q8 yes 86k 1324-1578 t/s ~118.2-140.9 (slow)
Q4 yes 87k 2364.4-2817.8 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 3070 run Transformer (Adaptive Input Embeddings) WT103?โ–ถ

Yes. At Q4 it generates ~2364.4-2817.8 tok/s and fits up to 87k 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 87k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.