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// RUN — FITS
Can the NVIDIA GeForce RTX 2050 Mobile run Adaptive Inputs + LayerDrop?
Yes — here's how fast and up to what context, with real measured numbers.
Adaptive Inputs + LayerDrop on the NVIDIA GeForce RTX 2050 Mobile
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 20k | 96.6-115.2 t/s | ~34.5-41.1 (slow) |
| Q8 | yes | 27k | 193.3-230.4 t/s | ~69-82.3 (slow) |
| Q4 | yes | 30k | 345.2-411.3 t/s | ~123.3-146.9 (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.
→ All models on the NVIDIA GeForce RTX 2050 Mobile
→ Adaptive Inputs + LayerDrop specs
→ Other hardware
FAQ
Can the NVIDIA GeForce RTX 2050 Mobile run Adaptive Inputs + LayerDrop?▶
Yes. At Q4 it generates ~345.2-411.3 tok/s and fits up to 30k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~123.3-146.9 tok/s.
How much context fits?▶
At Q4, up to about 30k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.