🔌
New: connect Claude & other AIs to GenAIList over MCP — research the catalog and contribute to the shared knowledge base. Learn how →
// RUN — FITS
Can the NVIDIA GeForce RTX 2050 run AraBERT LArge v2?
Yes — here's how fast and up to what context, with real measured numbers.
AraBERT LArge v2 on the NVIDIA GeForce RTX 2050
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 65k | 110.2-131.3 t/s | ~9.8-11.7 (slow) |
| Q8 | yes | 71k | 220.4-262.6 t/s | ~19.7-23.5 (slow) |
| Q4 | yes | 73k | 393.5-469 t/s | ~35.1-41.9 (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 AraBERT LArge v2?▶
Yes. At Q4 it generates ~393.5-469 tok/s and fits up to 73k context; beyond that it spills to SSD swap and slows to ~35.1-41.9 tok/s.
How much context fits?▶
At Q4, up to about 73k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.