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Can the Apple M3 Max 36GB run VILA1.5-13B?
Yes โ here's how fast and up to what context, with real measured numbers.
VILA1.5-13B on the Apple M3 Max 36GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 24k | 7.6-9.1 t/s | ~0.3-0.3 (slow) |
| Q8 | yes | 106k | 15.1-18.2 t/s | ~0.5-0.6 (slow) |
| Q4 | yes | 142k | 27-32.6 t/s | ~0.9-1.1 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the Apple M3 Max 36GB run VILA1.5-13B?โถ
Yes. At Q4 it generates ~27-32.6 tok/s and fits up to 142k context; beyond that it spills to SSD swap and slows to ~0.9-1.1 tok/s.
How much context fits?โถ
At Q4, up to about 142k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.