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Can the NVIDIA GeForce RTX 2050 run OpenELM-1.1B?
Yes โ here's how fast and up to what context, with real measured numbers.
OpenELM-1.1B on the NVIDIA GeForce RTX 2050
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 43k | 37.9-45.1 t/s | ~3.4-4 (slow) |
| Q8 | yes | 60k | 75.7-90.2 t/s | ~6.8-8.1 (slow) |
| Q4 | yes | 67k | 135.2-161.1 t/s | ~12.1-14.4 (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-1.1B?โถ
Yes. At Q4 it generates ~135.2-161.1 tok/s and fits up to 67k context; beyond that it spills to SSD swap and slows to ~12.1-14.4 tok/s.
How much context fits?โถ
At Q4, up to about 67k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.