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// RUN — FITS
Can the Intel Arc A770 16GB run TinyLlama-1.1B (3T token checkpoint)?
Yes — here's how fast and up to what context, with real measured numbers.
TinyLlama-1.1B (3T token checkpoint) on the Intel Arc A770 16GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 168k | 147.6-183.3 t/s | ~10.5-13.1 (slow) |
| Q8 | yes | 185k | 295.3-366.5 t/s | ~21.1-26.2 (slow) |
| Q4 | yes | 192k | 527.3-654.5 t/s | ~37.7-46.8 (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.
→ All models on the Intel Arc A770 16GB
→ TinyLlama-1.1B (3T token checkpoint) specs
→ Other hardware
FAQ
Can the Intel Arc A770 16GB run TinyLlama-1.1B (3T token checkpoint)?▶
Yes. At Q4 it generates ~527.3-654.5 tok/s and fits up to 192k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~37.7-46.8 tok/s.
How much context fits?▶
At Q4, up to about 192k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.