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// RUN — FITS
Can the AMD Radeon RX 7800 XT run Multi-Token Prediction 7B?
Yes — here's how fast and up to what context, with real measured numbers.
Multi-Token Prediction 7B on the AMD Radeon RX 7800 XT
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | no | — | — | — |
| Q8 | yes | 50k | 58.7-71.7 t/s | ~3.8-4.6 (slow) |
| Q4 | yes | 72k | 104.8-128.1 t/s | ~6.7-8.2 (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 AMD Radeon RX 7800 XT run Multi-Token Prediction 7B?▶
Yes. At Q4 it generates ~104.8-128.1 tok/s and fits up to 72k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~6.7-8.2 tok/s.
How much context fits?▶
At Q4, up to about 72k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.