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Can the Apple M3 Max 36GB run CodeT5+?
Yes โ here's how fast and up to what context, with real measured numbers.
CodeT5+ on the Apple M3 Max 36GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | no | โ | โ | โ |
| Q8 | yes | 57k | 12.8-15.4 t/s | ~0.4-0.5 (slow) |
| Q4 | yes | 84k | 22.8-27.5 t/s | ~0.8-0.9 (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 M3 Max 36GB run CodeT5+?โถ
Yes. At Q4 it generates ~22.8-27.5 tok/s and fits up to 84k context; beyond that it spills to SSD swap and slows to ~0.8-0.9 tok/s.
How much context fits?โถ
At Q4, up to about 84k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.