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// RUN — FITS
Can the Intel Arc Pro B60 run Transformer-XL (257M)?
Yes — here's how fast and up to what context, with real measured numbers.
Transformer-XL (257M) on the Intel Arc Pro B60
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 306k | 514.6-638.8 t/s | ~45.1-56 (slow) |
| Q8 | yes | 310k | 1029.1-1277.5 t/s | ~90.3-112.1 (slow) |
| Q4 | yes | 312k | 1837.7-2281.3 t/s | ~161.2-200.1 (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 Pro B60 run Transformer-XL (257M)?▶
Yes. At Q4 it generates ~1837.7-2281.3 tok/s and fits up to 312k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~161.2-200.1 tok/s.
How much context fits?▶
At Q4, up to about 312k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.