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// RUN — FITS
Can the Intel Arc A770 16GB run BLOOM-560M?
Yes — here's how fast and up to what context, with real measured numbers.
BLOOM-560M on the Intel Arc A770 16GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 185k | 290-360 t/s | ~20.7-25.7 (slow) |
| Q8 | yes | 193k | 580-720 t/s | ~41.4-51.4 (slow) |
| Q4 | yes | 197k | 1035.7-1285.7 t/s | ~74-91.8 (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 Intel Arc A770 16GB run BLOOM-560M?▶
Yes. At Q4 it generates ~1035.7-1285.7 tok/s and fits up to 197k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~74-91.8 tok/s.
How much context fits?▶
At Q4, up to about 197k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.