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// RUN — FITS
Can the NVIDIA GeForce RTX 4080 run Qwen-VLA?
Yes — here's how fast and up to what context, with real measured numbers.
Qwen-VLA on the NVIDIA GeForce RTX 4080
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 22k | 52.2-62.2 t/s | ~2.8-3.4 (slow) |
| Q8 | yes | 62k | 104.3-124.3 t/s | ~5.7-6.8 (slow) |
| Q4 | yes | 79k | 186.3-222 t/s | ~10.1-12.1 (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 4080 run Qwen-VLA?▶
Yes. At Q4 it generates ~186.3-222 tok/s and fits up to 79k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~10.1-12.1 tok/s.
How much context fits?▶
At Q4, up to about 79k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.