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// RUN — FITS
Can the Intel Arc B580 12GB 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 Intel Arc B580 12GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 140k | 714.8-887.4 t/s | ~62.7-77.8 (slow) |
| Q8 | yes | 143k | 1429.6-1774.7 t/s | ~125.4-155.7 (slow) |
| Q4 | yes | 144k | 2552.9-3169.1 t/s | ~223.9-278 (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 Intel Arc B580 12GB
→ (ensemble): AWD-LSTM-DOC (fin) × 5 (WT2) specs
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FAQ
Can the Intel Arc B580 12GB run (ensemble): AWD-LSTM-DOC (fin) × 5 (WT2)?▶
Yes. At Q4 it generates ~2552.9-3169.1 tok/s and fits up to 144k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~223.9-278 tok/s.
How much context fits?▶
At Q4, up to about 144k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.