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// RUN — FITS
Can the NVIDIA GeForce RTX 2050 run Jina Reranker v3.5?
Yes — here's how fast and up to what context, with real measured numbers.
Jina Reranker v3.5 on the NVIDIA GeForce RTX 2050
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 58k | 68.1-81.2 t/s | ~6.1-7.3 (slow) |
| Q8 | yes | 67k | 136.3-162.4 t/s | ~12.2-14.5 (slow) |
| Q4 | yes | 71k | 243.3-290 t/s | ~21.7-25.9 (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 Jina Reranker v3.5?▶
Yes. At Q4 it generates ~243.3-290 tok/s and fits up to 71k context; beyond that it spills to SSD swap and slows to ~21.7-25.9 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.