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// RUN — FITS
Can the Apple M2 Max 96GB run BLOOM-560M?
Yes — here's how fast and up to what context, with real measured numbers.
BLOOM-560M on the Apple M2 Max 96GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1278k | 242.9-292.9 t/s | ~6.1-7.3 (slow) |
| Q8 | yes | 1287k | 485.7-585.7 t/s | ~12.1-14.6 (slow) |
| Q4 | yes | 1291k | 867.3-1045.9 t/s | ~21.7-26.1 (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 96GB run BLOOM-560M?▶
Yes. At Q4 it generates ~867.3-1045.9 tok/s and fits up to 1291k context; beyond that it spills to SSD swap and slows to ~21.7-26.1 tok/s.
How much context fits?▶
At Q4, up to about 1291k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.