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Can the Apple M2 Max 96GB run TxGemma 27B?
Yes โ here's how fast and up to what context, with real measured numbers.
TxGemma 27B on the Apple M2 Max 96GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 118k | 5-6.1 t/s | ~0.1-0.2 (slow) |
| Q8 | yes | 221k | 10.1-12.1 t/s | ~0.3-0.3 (slow) |
| Q4 | yes | 266k | 18-21.7 t/s | ~0.4-0.5 (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 TxGemma 27B?โถ
Yes. At Q4 it generates ~18-21.7 tok/s and fits up to 266k context; beyond that it spills to SSD swap and slows to ~0.4-0.5 tok/s.
How much context fits?โถ
At Q4, up to about 266k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.