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// RUN — FITS
Can the NVIDIA GeForce RTX 2050 run ESM2-650M?
Yes — here's how fast and up to what context, with real measured numbers.
ESM2-650M on the NVIDIA GeForce RTX 2050
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 56k | 62.9-75 t/s | ~5.6-6.7 (slow) |
| Q8 | yes | 66k | 125.8-149.9 t/s | ~11.2-13.4 (slow) |
| Q4 | yes | 71k | 224.6-267.7 t/s | ~20.1-23.9 (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 ESM2-650M?▶
Yes. At Q4 it generates ~224.6-267.7 tok/s and fits up to 71k context; beyond that it spills to SSD swap and slows to ~20.1-23.9 tok/s.
How much context fits?▶
At Q4, up to about 71k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.