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// RUN — FITS
Can the AMD Radeon RX 7900 XT run (ensemble): AWD-LSTM-DOC (fin) × 5 (WT2)?
Yes — here's how fast and up to what context, with real measured numbers.
(ensemble): AWD-LSTM-DOC (fin) × 5 (WT2) on the AMD Radeon RX 7900 XT
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 252k | 1362.2-1664.9 t/s | ~68.1-83.2 (slow) |
| Q8 | yes | 255k | 2724.3-3329.7 t/s | ~136.2-166.5 (slow) |
| Q4 | yes | 256k | 4864.9-5945.9 t/s | ~243.2-297.3 (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 AMD Radeon RX 7900 XT
→ (ensemble): AWD-LSTM-DOC (fin) × 5 (WT2) specs
→ Other hardware
FAQ
Can the AMD Radeon RX 7900 XT run (ensemble): AWD-LSTM-DOC (fin) × 5 (WT2)?▶
Yes. At Q4 it generates ~4864.9-5945.9 tok/s and fits up to 256k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~243.2-297.3 tok/s.
How much context fits?▶
At Q4, up to about 256k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.