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// RUN — FITS
Can the NVIDIA GeForce RTX 2050 run ERNIE-4.5-0.3B?
Yes — here's how fast and up to what context, with real measured numbers.
ERNIE-4.5-0.3B on the NVIDIA GeForce RTX 2050
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 65k | 113.6-135.3 t/s | ~10.1-12.1 (slow) |
| Q8 | yes | 71k | 227.1-270.7 t/s | ~20.3-24.2 (slow) |
| Q4 | yes | 73k | 405.6-483.3 t/s | ~36.2-43.2 (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 ERNIE-4.5-0.3B?▶
Yes. At Q4 it generates ~405.6-483.3 tok/s and fits up to 73k context; beyond that it spills to SSD swap and slows to ~36.2-43.2 tok/s.
How much context fits?▶
At Q4, up to about 73k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.