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// RUN — FITS
Can the NVIDIA GeForce RTX 2050 run EmbeddingGemma?
Yes — here's how fast and up to what context, with real measured numbers.
EmbeddingGemma on the NVIDIA GeForce RTX 2050
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 67k | 132.7-158.2 t/s | ~11.9-14.1 (slow) |
| Q8 | yes | 72k | 265.5-316.4 t/s | ~23.7-28.2 (slow) |
| Q4 | yes | 74k | 474-564.9 t/s | ~42.3-50.4 (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 EmbeddingGemma?▶
Yes. At Q4 it generates ~474-564.9 tok/s and fits up to 74k context; beyond that it spills to SSD swap and slows to ~42.3-50.4 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.