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// RUN — FITS
Can the Apple M2 Max 32GB run InstructBLIP?
Yes — here's how fast and up to what context, with real measured numbers.
InstructBLIP on the Apple M2 Max 32GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 8k | 10.5-12.6 t/s | ~0.3-0.3 (slow) |
| Q8 | yes | 87k | 20.9-25.2 t/s | ~0.5-0.6 (slow) |
| Q4 | yes | 122k | 37.4-45.1 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 M2 Max 32GB run InstructBLIP?▶
Yes. At Q4 it generates ~37.4-45.1 tok/s and fits up to 122k context; beyond that it spills to SSD swap and slows to ~0.9-1.1 tok/s.
How much context fits?▶
At Q4, up to about 122k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.