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// RUN — FITS
Can the NVIDIA GeForce RTX 5070 Ti run Cosmos-Predict2-2B-Text2Image?
Yes — here's how fast and up to what context, with real measured numbers.
Cosmos-Predict2-2B-Text2Image on the NVIDIA GeForce RTX 5070 Ti
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 141k | 163.5-194.9 t/s | ~7.3-8.7 (slow) |
| Q8 | yes | 171k | 327-389.8 t/s | ~14.6-17.4 (slow) |
| Q4 | yes | 185k | 584-696 t/s | ~26.1-31.1 (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.
→ All models on the NVIDIA GeForce RTX 5070 Ti
→ Cosmos-Predict2-2B-Text2Image specs
→ Other hardware
FAQ
Can the NVIDIA GeForce RTX 5070 Ti run Cosmos-Predict2-2B-Text2Image?▶
Yes. At Q4 it generates ~584-696 tok/s and fits up to 185k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~26.1-31.1 tok/s.
How much context fits?▶
At Q4, up to about 185k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.