Chat model by Microsoft · 3.76B parameters
Phi tiny MoE instruct fits comfortably in your 24 GB Mac using Q8_0 quantization, using 20% of your RAM.
~226 tok/s
Q8_0 · 4.7 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 4.7 GB | ~226 tok/s | ✓ |
| Q6_K | 3.8 GB | ~296 tok/s | ✓ |
| Q5_K_M | 3.3 GB | ~348 tok/s | ✓ |
| Q4_K_M | 2.9 GB | ~409 tok/s | ✓ |
| Q3_K_M | 2.6 GB | ~494 tok/s | ✓ |
| Q2_K | 2.1 GB | ~640 tok/s | ✓ |
Minimum Mac
MacBook Air — M1 8GB
Q8_0 · ~56 tok/s · 59% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 8GB | Q8_0 | ~56 | 59% | |
| MacBook Air · M2 8GB | Q8_0 | ~83 | 59% | |
| MacBook Air · M3 8GB | Q8_0 | ~83 | 59% | |
| Mac Mini · M1 8GB | Q8_0 | ~56 | 59% | |
| Mac Mini · M2 8GB | Q8_0 | ~83 | 59% | |
| iMac · M1 8GB | Q8_0 | ~56 | 59% | |
| iMac · M3 8GB | Q8_0 | ~83 | 59% | |
| MacBook Air · M1 16GB | Q8_0 | ~56 | 29% | |
| MacBook Air · M2 16GB | Q8_0 | ~83 | 29% | |
| MacBook Air · M3 16GB | Q8_0 | ~83 | 29% | |
| MacBook Air · M4 16GB | Q8_0 | ~99 | 29% | |
| MacBook Air · M5 16GB | Q8_0 | ~127 | 29% | |
| MacBook Air · M6 16GB | Q8_0 | ~169 | 29% | |
| MacBook Pro 14" · M1 Pro 16GB | Q8_0 | ~165 | 29% | |
| MacBook Pro 14" · M2 Pro 16GB | Q8_0 | ~165 | 29% | |
| MacBook Pro 14" · M5 16GB | Q8_0 | ~127 | 29% | |
| MacBook Pro 14" · M6 16GB | Q8_0 | ~169 | 29% | |
| MacBook Pro 16" · M1 Pro 16GB | Q8_0 | ~165 | 29% | |
| MacBook Pro 16" · M2 Pro 16GB | Q8_0 | ~165 | 29% | |
| Mac Mini · M1 16GB | Q8_0 | ~56 | 29% | |
| Mac Mini · M2 16GB | Q8_0 | ~83 | 29% | |
| Mac Mini · M2 Pro 16GB | Q8_0 | ~165 | 29% | |
| Mac Mini · M4 16GB | Q8_0 | ~99 | 29% | |
| Mac Mini · M6 16GB | Q8_0 | ~169 | 29% | |
| iMac · M1 16GB | Q8_0 | ~56 | 29% | |
| iMac · M3 16GB | Q8_0 | ~83 | 29% | |
| iMac · M4 16GB | Q8_0 | ~99 | 29% | |
| iMac · M6 16GB | Q8_0 | ~169 | 29% | |
| MacBook Pro 14" · M3 Pro 18GB | Q8_0 | ~124 | 26% | |
| MacBook Pro 16" · M3 Pro 18GB | Q8_0 | ~124 | 26% | |
| MacBook Air · M2 24GB | Q8_0 | ~83 | 20% | |
| MacBook Air · M3 24GB | Q8_0 | ~83 | 20% | |
| MacBook Air · M4 24GB | Q8_0 | ~99 | 20% | |
| MacBook Air · M5 24GB | Q8_0 | ~127 | 20% | |
| MacBook Air · M6 24GB | Q8_0 | ~169 | 20% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~226 | 20% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~127 | 20% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~254 | 20% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~169 | 20% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~339 | 20% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~226 | 20% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~254 | 20% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~339 | 20% | |
| Mac Mini · M2 24GB | Q8_0 | ~83 | 20% | |
| Mac Mini · M4 24GB | Q8_0 | ~99 | 20% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~226 | 20% | |
| Mac Mini · M6 24GB | Q8_0 | ~169 | 20% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~339 | 20% | |
| iMac · M3 24GB | Q8_0 | ~83 | 20% | |
| iMac · M4 24GB | Q8_0 | ~99 | 20% | |
| iMac · M6 24GB | Q8_0 | ~169 | 20% | |
| MacBook Air · M4 32GB | Q8_0 | ~99 | 15% | |
| MacBook Air · M5 32GB | Q8_0 | ~127 | 15% | |
| MacBook Air · M6 32GB | Q8_0 | ~169 | 15% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~165 | 15% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~165 | 15% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~127 | 15% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~169 | 15% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~165 | 15% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~331 | 15% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~165 | 15% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~331 | 15% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~165 | 15% | |
| Mac Mini · M4 32GB | Q8_0 | ~99 | 15% | |
| Mac Mini · M6 32GB | Q8_0 | ~169 | 15% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~331 | 15% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~331 | 15% | |
| iMac · M4 32GB | Q8_0 | ~99 | 15% | |
| iMac · M6 32GB | Q8_0 | ~169 | 15% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~124 | 13% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~508 | 13% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~124 | 13% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~331 | 13% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~451 | 13% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~508 | 13% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~451 | 13% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~226 | 10% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~254 | 10% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~508 | 10% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~339 | 10% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~761 | 10% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~331 | 10% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~226 | 10% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~451 | 10% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~254 | 10% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~508 | 10% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~339 | 10% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~761 | 10% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~226 | 10% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~339 | 10% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~761 | 10% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~254 | 7% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~508 | 7% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~339 | 7% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~761 | 7% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~331 | 7% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~331 | 7% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~331 | 7% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~451 | 7% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~508 | 7% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~339 | 7% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~761 | 7% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~339 | 7% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~331 | 7% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~661 | 7% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~331 | 7% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~661 | 7% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~451 | 7% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~761 | 7% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~331 | 5% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~331 | 5% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~331 | 5% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~661 | 5% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~661 | 5% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~508 | 4% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~761 | 4% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~331 | 4% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~451 | 4% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~508 | 4% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~761 | 4% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~661 | 4% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~661 | 4% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~451 | 4% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~677 | 4% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~761 | 4% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~661 | 4% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~677 | 4% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~761 | 2% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~761 | 2% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~1,523 | 2% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~661 | 2% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~677 | 2% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~761 | 2% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~1,523 | 2% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~661 | 2% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~677 | 2% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~1,523 | 2% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~1,523 | 2% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~677 | 2% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~1,523 | 2% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~677 | 2% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~1,523 | 2% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~1,523 | 1% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~1,523 | 1% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~1,523 | 1% |
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