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// RUN — FITS
Can the Intel Arc A770 16GB run Yi 6B?
Yes — here's how fast and up to what context, with real measured numbers.
Yi 6B on the Intel Arc A770 16GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 9k | 27.1-33.6 t/s | ~1.9-2.4 (slow) |
| Q8 | yes | 55k | 54.1-67.2 t/s | ~3.9-4.8 (slow) |
| Q4 | yes | 75k | 96.7-120 t/s | ~6.9-8.6 (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 Yi 6B?▶
Yes. At Q4 it generates ~96.7-120 tok/s and fits up to 75k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~6.9-8.6 tok/s.
How much context fits?▶
At Q4, up to about 75k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.