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// RUN — FITS
Can the NVIDIA GeForce RTX 3090 Ti run phi-3-medium 14B?
Yes — here's how fast and up to what context, with real measured numbers.
phi-3-medium 14B on the NVIDIA GeForce RTX 3090 Ti
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | no | — | — | — |
| Q8 | yes | 40k | 52.6-62.6 t/s | ~2.1-2.5 (slow) |
| Q4 | yes | 78k | 93.9-111.9 t/s | ~3.7-4.4 (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 3090 Ti run phi-3-medium 14B?▶
Yes. At Q4 it generates ~93.9-111.9 tok/s and fits up to 78k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.7-4.4 tok/s.
How much context fits?▶
At Q4, up to about 78k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.