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// RUN — FITS
Can the NVIDIA GeForce RTX 2050 run base LM+GNN+kNN?
Yes — here's how fast and up to what context, with real measured numbers.
base LM+GNN+kNN on the NVIDIA GeForce RTX 2050
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 68k | 149.2-177.8 t/s | ~13.3-15.9 (slow) |
| Q8 | yes | 72k | 298.4-355.6 t/s | ~26.6-31.8 (slow) |
| Q4 | yes | 74k | 532.8-635 t/s | ~47.6-56.7 (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 base LM+GNN+kNN?▶
Yes. At Q4 it generates ~532.8-635 tok/s and fits up to 74k context; beyond that it spills to SSD swap and slows to ~47.6-56.7 tok/s.
How much context fits?▶
At Q4, up to about 74k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.