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// RUN — FITS
Can the Apple M3 Max 64GB run LLaVA-NeXT-32B-Qwen?
Yes — here's how fast and up to what context, with real measured numbers.
LLaVA-NeXT-32B-Qwen on the Apple M3 Max 64GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | no | — | — | — |
| Q8 | yes | 92k | 8.5-10.3 t/s | ~0.2-0.3 (slow) |
| Q4 | yes | 146k | 15.2-18.3 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 M3 Max 64GB run LLaVA-NeXT-32B-Qwen?▶
Yes. At Q4 it generates ~15.2-18.3 tok/s and fits up to 146k context; beyond that it spills to SSD swap and slows to ~0.4-0.5 tok/s.
How much context fits?▶
At Q4, up to about 146k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.