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// RUN — FITS
Can the NVIDIA GeForce RTX 2050 run PepMLM?
Yes — here's how fast and up to what context, with real measured numbers.
PepMLM on the NVIDIA GeForce RTX 2050
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | no | — | — | — |
| Q8 | yes | 31k | 27.3-32.5 t/s | ~2.4-2.9 (slow) |
| Q4 | yes | 51k | 48.7-58 t/s | ~4.3-5.2 (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 PepMLM?▶
Yes. At Q4 it generates ~48.7-58 tok/s and fits up to 51k context; beyond that it spills to SSD swap and slows to ~4.3-5.2 tok/s.
How much context fits?▶
At Q4, up to about 51k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.