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// RUN — FITS
Can the NVIDIA GeForce RTX 2050 run BIDAF?
Yes — here's how fast and up to what context, with real measured numbers.
BIDAF on the NVIDIA GeForce RTX 2050
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 76k | 15723.1-18738.5 t/s | ~1403.8-1673.1 (slow) |
| Q8 | yes | 76k | 31446.2-37476.9 t/s | ~2807.7-3346.2 (slow) |
| Q4 | yes | 76k | 56153.8-66923.1 t/s | ~5013.7-5975.3 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the NVIDIA GeForce RTX 2050 run BIDAF?▶
Yes. At Q4 it generates ~56153.8-66923.1 tok/s and fits up to 76k context; beyond that it spills to SSD swap and slows to ~5013.7-5975.3 tok/s.
How much context fits?▶
At Q4, up to about 76k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.