🔌
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 Mobile run RoBERTa Base?
Yes — here's how fast and up to what context, with real measured numbers.
RoBERTa Base on the NVIDIA GeForce RTX 2050 Mobile
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 29k | 327-389.8 t/s | ~116.8-139.2 (slow) |
| Q8 | yes | 31k | 654.1-779.5 t/s | ~233.6-278.4 (slow) |
| Q4 | yes | 32k | 1168-1392 t/s | ~417.1-497.1 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.
FAQ
Can the NVIDIA GeForce RTX 2050 Mobile run RoBERTa Base?▶
Yes. At Q4 it generates ~1168-1392 tok/s and fits up to 32k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~417.1-497.1 tok/s.
How much context fits?▶
At Q4, up to about 32k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.