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// RUN — FITS
Can the NVIDIA GeForce RTX 2050 run Qwen2-VL-2B?
Yes — here's how fast and up to what context, with real measured numbers.
Qwen2-VL-2B on the NVIDIA GeForce RTX 2050
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 15k | 20.4-24.4 t/s | ~1.8-2.2 (slow) |
| Q8 | yes | 46k | 40.9-48.7 t/s | ~3.7-4.4 (slow) |
| Q4 | yes | 59k | 73-87 t/s | ~6.5-7.8 (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 Qwen2-VL-2B?▶
Yes. At Q4 it generates ~73-87 tok/s and fits up to 59k context; beyond that it spills to SSD swap and slows to ~6.5-7.8 tok/s.
How much context fits?▶
At Q4, up to about 59k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.