Written by Jakub Rusinowski · Last updated February 10, 2026
Yes — comfortably
Yes, comfortably — EXAONE 3.5 32B at Q6_K needs about 29.2 GB of the 48 GB usable on Mac mini (M4 Pro, 64 GB), leaving ~18.8 GB spare and running at ~5.4 tok/s (estimated), with room for about 32,768 tokens of context.
Confidence: high · Recommended quantization: Q6_K · Estimated speed: ~5.4 tok/s
| Usable memory for models | 48 GB |
| Memory bandwidth | 273 GB/s |
| Form factor | Mini PC |
| Operating system | macOS |
| Memory upgradeable | No — soldered |
| Quant | Memory needed | Fits 48 GB? | Max context | Est. speed | Download |
|---|---|---|---|---|---|
| F16 | 66.9 GB | ✗ No | — | — | 64 GB |
| Q8_0 | 36.9 GB | ✓ Yes | 32K | ~4.2 tok/s | 34 GB |
| Q6_K | 29.2 GB | ✓ Yes | 32K | ~5.4 tok/s | 26.2 GB |
| Q5_K_M | 25.6 GB | ✓ Yes | 32K | ~6.2 tok/s | 22.7 GB |
| Q4_K_M | 22.3 GB | ✓ Yes | 32K | ~7.2 tok/s | 19.3 GB |
| Q3_K_M | 16.6 GB | ✓ Yes | 32K | ~9.9 tok/s | 13.6 GB |
| Q2_K | 13.5 GB | ✓ Yes | 32K | ~12.4 tok/s | 10.5 GB |
| Variant | Needs at Q4_K_M | Fits? | Est. speed |
|---|---|---|---|
| EXAONE 3.5 32B | 22.3 GB | ✓ Fits | ~7.2 tok/s |
| EXAONE 3.5 7.8B | 6.6 GB | ✓ Fits | ~26.3 tok/s |
| EXAONE 3.5 2.4B | 2.9 GB | ✓ Fits | ~67.6 tok/s |
Ollama or LM Studio (Metal) — MLX for the fastest Apple-native throughput
Yes, comfortably — EXAONE 3.5 32B at Q6_K needs about 29.2 GB of the 48 GB usable on Mac mini (M4 Pro, 64 GB), leaving ~18.8 GB spare and running at ~5.4 tok/s (estimated), with room for about 32,768 tokens of context.
Q6_K — it needs about 29.2 GB of the 48 GB available, downloads as roughly 26.2 GB, and runs at an estimated 5.4 tokens/sec with up to 32K of context.
Nothing binding — the model fits with headroom and generates at a usable speed on this hardware.
Ollama or LM Studio (Metal) — MLX for the fastest Apple-native throughput
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