Chat model by Microsoft · 7.65B parameters
Phi mini MoE instruct fits comfortably in your 24 GB Mac using Q8_0 quantization, using 38% of your RAM.
~111 tok/s
Q8_0 · 9.0 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 9.0 GB | ~111 tok/s | ✓ |
| Q6_K | 7.1 GB | ~145 tok/s | ✓ |
| Q5_K_M | 6.2 GB | ~171 tok/s | ✓ |
| Q4_K_M | 5.4 GB | ~201 tok/s | ✓ |
| Q3_K_M | 4.7 GB | ~242 tok/s | ✓ |
| Q2_K | 3.8 GB | ~314 tok/s | ✓ |
Minimum Mac
MacBook Air — M1 16GB
Q8_0 · ~28 tok/s · 56% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 16GB | Q8_0 | ~28 | 56% | |
| MacBook Air · M2 16GB | Q8_0 | ~41 | 56% | |
| MacBook Air · M3 16GB | Q8_0 | ~41 | 56% | |
| MacBook Air · M4 16GB | Q8_0 | ~49 | 56% | |
| MacBook Air · M5 16GB | Q8_0 | ~62 | 56% | |
| MacBook Air · M6 16GB | Q8_0 | ~83 | 56% | |
| MacBook Pro 14" · M1 Pro 16GB | Q8_0 | ~81 | 56% | |
| MacBook Pro 14" · M2 Pro 16GB | Q8_0 | ~81 | 56% | |
| MacBook Pro 14" · M5 16GB | Q8_0 | ~62 | 56% | |
| MacBook Pro 14" · M6 16GB | Q8_0 | ~83 | 56% | |
| MacBook Pro 16" · M1 Pro 16GB | Q8_0 | ~81 | 56% | |
| MacBook Pro 16" · M2 Pro 16GB | Q8_0 | ~81 | 56% | |
| Mac Mini · M1 16GB | Q8_0 | ~28 | 56% | |
| Mac Mini · M2 16GB | Q8_0 | ~41 | 56% | |
| Mac Mini · M2 Pro 16GB | Q8_0 | ~81 | 56% | |
| Mac Mini · M4 16GB | Q8_0 | ~49 | 56% | |
| Mac Mini · M6 16GB | Q8_0 | ~83 | 56% | |
| iMac · M1 16GB | Q8_0 | ~28 | 56% | |
| iMac · M3 16GB | Q8_0 | ~41 | 56% | |
| iMac · M4 16GB | Q8_0 | ~49 | 56% | |
| iMac · M6 16GB | Q8_0 | ~83 | 56% | |
| MacBook Pro 14" · M3 Pro 18GB | Q8_0 | ~61 | 50% | |
| MacBook Pro 16" · M3 Pro 18GB | Q8_0 | ~61 | 50% | |
| MacBook Air · M2 24GB | Q8_0 | ~41 | 38% | |
| MacBook Air · M3 24GB | Q8_0 | ~41 | 38% | |
| MacBook Air · M4 24GB | Q8_0 | ~49 | 38% | |
| MacBook Air · M5 24GB | Q8_0 | ~62 | 38% | |
| MacBook Air · M6 24GB | Q8_0 | ~83 | 38% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~111 | 38% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~62 | 38% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~125 | 38% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~83 | 38% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~166 | 38% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~111 | 38% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~125 | 38% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~166 | 38% | |
| Mac Mini · M2 24GB | Q8_0 | ~41 | 38% | |
| Mac Mini · M4 24GB | Q8_0 | ~49 | 38% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~111 | 38% | |
| Mac Mini · M6 24GB | Q8_0 | ~83 | 38% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~166 | 38% | |
| iMac · M3 24GB | Q8_0 | ~41 | 38% | |
| iMac · M4 24GB | Q8_0 | ~49 | 38% | |
| iMac · M6 24GB | Q8_0 | ~83 | 38% | |
| MacBook Air · M4 32GB | Q8_0 | ~49 | 28% | |
| MacBook Air · M5 32GB | Q8_0 | ~62 | 28% | |
| MacBook Air · M6 32GB | Q8_0 | ~83 | 28% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~81 | 28% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~81 | 28% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~62 | 28% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~83 | 28% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~81 | 28% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~162 | 28% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~81 | 28% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~162 | 28% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~81 | 28% | |
| Mac Mini · M4 32GB | Q8_0 | ~49 | 28% | |
| Mac Mini · M6 32GB | Q8_0 | ~83 | 28% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~162 | 28% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~162 | 28% | |
| iMac · M4 32GB | Q8_0 | ~49 | 28% | |
| iMac · M6 32GB | Q8_0 | ~83 | 28% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~61 | 25% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~249 | 25% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~61 | 25% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~162 | 25% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~222 | 25% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~249 | 25% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~222 | 25% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~111 | 19% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~125 | 19% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~249 | 19% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~166 | 19% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~374 | 19% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~162 | 19% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~111 | 19% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~222 | 19% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~125 | 19% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~249 | 19% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~166 | 19% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~374 | 19% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~111 | 19% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~166 | 19% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~374 | 19% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~125 | 14% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~249 | 14% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~166 | 14% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~374 | 14% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~162 | 14% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~162 | 14% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~162 | 14% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~222 | 14% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~249 | 14% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~166 | 14% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~374 | 14% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~166 | 14% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~162 | 14% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~325 | 14% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~162 | 14% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~325 | 14% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~222 | 14% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~374 | 14% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~162 | 9% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~162 | 9% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~162 | 9% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~325 | 9% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~325 | 9% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~249 | 7% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~374 | 7% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~162 | 7% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~222 | 7% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~249 | 7% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~374 | 7% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~325 | 7% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~325 | 7% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~222 | 7% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~332 | 7% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~374 | 7% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~325 | 7% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~332 | 7% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~374 | 5% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~374 | 5% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~748 | 5% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~325 | 5% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~332 | 5% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~374 | 5% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~748 | 5% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~325 | 5% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~332 | 5% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~748 | 5% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~748 | 4% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~332 | 4% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~748 | 4% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~332 | 4% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~748 | 4% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~748 | 2% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~748 | 2% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~748 | 2% | |
| MacBook Air · M1 8GB | Q5_K_M | ~43 | 78% | |
| MacBook Air · M2 8GB | Q5_K_M | ~63 | 78% | |
| MacBook Air · M3 8GB | Q5_K_M | ~63 | 78% | |
| Mac Mini · M1 8GB | Q5_K_M | ~43 | 78% | |
| Mac Mini · M2 8GB | Q5_K_M | ~63 | 78% | |
| iMac · M1 8GB | Q5_K_M | ~43 | 78% | |
| iMac · M3 8GB | Q5_K_M | ~63 | 78% |
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