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Can the Apple M4 Max 36GB run GigaEmbeddings?
Yes โ here's how fast and up to what context, with real measured numbers.
GigaEmbeddings on the Apple M4 Max 36GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 380k | 61.9-74.6 t/s | ~1.1-1.4 (slow) |
| Q8 | yes | 426k | 123.8-149.2 t/s | ~2.3-2.7 (slow) |
| Q4 | yes | 446k | 221-266.5 t/s | ~4-4.9 (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 36GB run GigaEmbeddings?โถ
Yes. At Q4 it generates ~221-266.5 tok/s and fits up to 446k context; beyond that it spills to SSD swap and slows to ~4-4.9 tok/s.
How much context fits?โถ
At Q4, up to about 446k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.