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// RUN — FITS
Can the NVIDIA GeForce RTX 2050 run OpenELM-270M?
Yes — here's how fast and up to what context, with real measured numbers.
OpenELM-270M on the NVIDIA GeForce RTX 2050
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 68k | 151.4-180.4 t/s | ~13.5-16.1 (slow) |
| Q8 | yes | 72k | 302.8-360.9 t/s | ~27-32.2 (slow) |
| Q4 | yes | 74k | 540.7-644.4 t/s | ~48.3-57.5 (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 OpenELM-270M?▶
Yes. At Q4 it generates ~540.7-644.4 tok/s and fits up to 74k context; beyond that it spills to SSD swap and slows to ~48.3-57.5 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.