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// RUN — FITS
Can the NVIDIA GeForce RTX 4090 run ProtBERT-BFD?
Yes — here's how fast and up to what context, with real measured numbers.
ProtBERT-BFD on the NVIDIA GeForce RTX 4090
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 301k | 876-1044 t/s | ~34.8-41.4 (slow) |
| Q8 | yes | 308k | 1752-2088 t/s | ~69.5-82.9 (slow) |
| Q4 | yes | 310k | 3128.6-3728.6 t/s | ~124.1-148 (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 4090 run ProtBERT-BFD?▶
Yes. At Q4 it generates ~3128.6-3728.6 tok/s and fits up to 310k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~124.1-148 tok/s.
How much context fits?▶
At Q4, up to about 310k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.