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Can the Apple M4 Max 36GB run BART-IT?
Yes โ here's how fast and up to what context, with real measured numbers.
BART-IT on the Apple M4 Max 36GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 467k | 1326-1599 t/s | ~24.3-29.3 (slow) |
| Q8 | yes | 469k | 2652-3198 t/s | ~48.6-58.6 (slow) |
| Q4 | yes | 470k | 4735.7-5710.7 t/s | ~86.7-104.6 (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 BART-IT?โถ
Yes. At Q4 it generates ~4735.7-5710.7 tok/s and fits up to 470k context; beyond that it spills to SSD swap and slows to ~86.7-104.6 tok/s.
How much context fits?โถ
At Q4, up to about 470k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.