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// RUN — FITS
Can the NVIDIA GeForce RTX 2050 run DeepSeek-R1-Distill-Qwen-1.5B?
Yes — here's how fast and up to what context, with real measured numbers.
DeepSeek-R1-Distill-Qwen-1.5B on the NVIDIA GeForce RTX 2050
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 22k | 23-27.4 t/s | ~2.1-2.4 (slow) |
| Q8 | yes | 49k | 45.9-54.7 t/s | ~4.1-4.9 (slow) |
| Q4 | yes | 61k | 82-97.8 t/s | ~7.3-8.7 (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 DeepSeek-R1-Distill-Qwen-1.5B?▶
Yes. At Q4 it generates ~82-97.8 tok/s and fits up to 61k context; beyond that it spills to SSD swap and slows to ~7.3-8.7 tok/s.
How much context fits?▶
At Q4, up to about 61k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.