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// RUN — FITS
Can the Apple M4 Max 64GB run BERT-Large?
Yes — here's how fast and up to what context, with real measured numbers.
BERT-Large on the Apple M4 Max 64GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 846k | 546-658.4 t/s | ~10-12.1 (slow) |
| Q8 | yes | 851k | 1092-1316.8 t/s | ~20-24.1 (slow) |
| Q4 | yes | 853k | 1950-2351.5 t/s | ~35.7-43.1 (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 M4 Max 64GB run BERT-Large?▶
Yes. At Q4 it generates ~1950-2351.5 tok/s and fits up to 853k context; beyond that it spills to SSD swap and slows to ~35.7-43.1 tok/s.
How much context fits?▶
At Q4, up to about 853k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.