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// RUN — FITS
Can the NVIDIA GeForce RTX 3070 Ti run SciBERT?
Yes — here's how fast and up to what context, with real measured numbers.
SciBERT on the NVIDIA GeForce RTX 3070 Ti
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 86k | 2017.5-2404.4 t/s | ~132.7-158.2 (slow) |
| Q8 | yes | 88k | 4034.9-4808.7 t/s | ~265.5-316.4 (slow) |
| Q4 | yes | 88k | 7205.2-8587 t/s | ~474-564.9 (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 Ti run SciBERT?▶
Yes. At Q4 it generates ~7205.2-8587 tok/s and fits up to 88k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~474-564.9 tok/s.
How much context fits?▶
At Q4, up to about 88k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.