General model by h2oai · 2.15B parameters
h2ovl mississippi 2b fits comfortably in your 24 GB Mac using Q8_0 quantization, using 12% of your RAM.
~67 tok/s
Q8_0 · 2.9 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 2.9 GB | ~67 tok/s | ✓ |
| Q6_K | 2.4 GB | ~87 tok/s | ✓ |
| Q5_K_M | 2.1 GB | ~103 tok/s | ✓ |
| Q4_K_M | 1.9 GB | ~120 tok/s | ✓ |
| Q3_K_M | 1.7 GB | ~145 tok/s | ✓ |
| Q2_K | 1.4 GB | ~189 tok/s | ✓ |
Minimum Mac
MacBook Air — M1 8GB
Q8_0 · ~17 tok/s · 36% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 8GB | Q8_0 | ~17 | 36% | |
| MacBook Air · M2 8GB | Q8_0 | ~24 | 36% | |
| MacBook Air · M3 8GB | Q8_0 | ~24 | 36% | |
| Mac Mini · M1 8GB | Q8_0 | ~17 | 36% | |
| Mac Mini · M2 8GB | Q8_0 | ~24 | 36% | |
| iMac · M1 8GB | Q8_0 | ~17 | 36% | |
| iMac · M3 8GB | Q8_0 | ~24 | 36% | |
| MacBook Air · M1 16GB | Q8_0 | ~17 | 18% | |
| MacBook Air · M2 16GB | Q8_0 | ~24 | 18% | |
| MacBook Air · M3 16GB | Q8_0 | ~24 | 18% | |
| MacBook Air · M4 16GB | Q8_0 | ~29 | 18% | |
| MacBook Air · M5 16GB | Q8_0 | ~37 | 18% | |
| MacBook Air · M6 16GB | Q8_0 | ~50 | 18% | |
| MacBook Pro 14" · M1 Pro 16GB | Q8_0 | ~49 | 18% | |
| MacBook Pro 14" · M2 Pro 16GB | Q8_0 | ~49 | 18% | |
| MacBook Pro 14" · M5 16GB | Q8_0 | ~37 | 18% | |
| MacBook Pro 14" · M6 16GB | Q8_0 | ~50 | 18% | |
| MacBook Pro 16" · M1 Pro 16GB | Q8_0 | ~49 | 18% | |
| MacBook Pro 16" · M2 Pro 16GB | Q8_0 | ~49 | 18% | |
| Mac Mini · M1 16GB | Q8_0 | ~17 | 18% | |
| Mac Mini · M2 16GB | Q8_0 | ~24 | 18% | |
| Mac Mini · M2 Pro 16GB | Q8_0 | ~49 | 18% | |
| Mac Mini · M4 16GB | Q8_0 | ~29 | 18% | |
| Mac Mini · M6 16GB | Q8_0 | ~50 | 18% | |
| iMac · M1 16GB | Q8_0 | ~17 | 18% | |
| iMac · M3 16GB | Q8_0 | ~24 | 18% | |
| iMac · M4 16GB | Q8_0 | ~29 | 18% | |
| iMac · M6 16GB | Q8_0 | ~50 | 18% | |
| MacBook Pro 14" · M3 Pro 18GB | Q8_0 | ~37 | 16% | |
| MacBook Pro 16" · M3 Pro 18GB | Q8_0 | ~37 | 16% | |
| MacBook Air · M2 24GB | Q8_0 | ~24 | 12% | |
| MacBook Air · M3 24GB | Q8_0 | ~24 | 12% | |
| MacBook Air · M4 24GB | Q8_0 | ~29 | 12% | |
| MacBook Air · M5 24GB | Q8_0 | ~37 | 12% | |
| MacBook Air · M6 24GB | Q8_0 | ~50 | 12% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~67 | 12% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~37 | 12% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~75 | 12% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~50 | 12% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~100 | 12% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~67 | 12% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~75 | 12% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~100 | 12% | |
| Mac Mini · M2 24GB | Q8_0 | ~24 | 12% | |
| Mac Mini · M4 24GB | Q8_0 | ~29 | 12% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~67 | 12% | |
| Mac Mini · M6 24GB | Q8_0 | ~50 | 12% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~100 | 12% | |
| iMac · M3 24GB | Q8_0 | ~24 | 12% | |
| iMac · M4 24GB | Q8_0 | ~29 | 12% | |
| iMac · M6 24GB | Q8_0 | ~50 | 12% | |
| MacBook Air · M4 32GB | Q8_0 | ~29 | 9% | |
| MacBook Air · M5 32GB | Q8_0 | ~37 | 9% | |
| MacBook Air · M6 32GB | Q8_0 | ~50 | 9% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~49 | 9% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~49 | 9% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~37 | 9% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~50 | 9% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~49 | 9% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~97 | 9% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~49 | 9% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~97 | 9% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~49 | 9% | |
| Mac Mini · M4 32GB | Q8_0 | ~29 | 9% | |
| Mac Mini · M6 32GB | Q8_0 | ~50 | 9% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~97 | 9% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~97 | 9% | |
| iMac · M4 32GB | Q8_0 | ~29 | 9% | |
| iMac · M6 32GB | Q8_0 | ~50 | 9% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~37 | 8% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~150 | 8% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~37 | 8% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~97 | 8% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~133 | 8% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~150 | 8% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~133 | 8% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~67 | 6% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~75 | 6% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~150 | 6% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~100 | 6% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~224 | 6% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~97 | 6% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~67 | 6% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~133 | 6% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~75 | 6% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~150 | 6% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~100 | 6% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~224 | 6% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~67 | 6% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~100 | 6% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~224 | 6% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~75 | 5% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~150 | 5% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~100 | 5% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~224 | 5% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~97 | 5% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~97 | 5% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~97 | 5% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~133 | 5% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~150 | 5% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~100 | 5% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~224 | 5% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~100 | 5% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~97 | 5% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~195 | 5% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~97 | 5% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~195 | 5% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~133 | 5% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~224 | 5% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~97 | 3% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~97 | 3% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~97 | 3% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~195 | 3% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~195 | 3% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~150 | 2% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~224 | 2% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~97 | 2% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~133 | 2% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~150 | 2% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~224 | 2% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~195 | 2% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~195 | 2% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~133 | 2% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~200 | 2% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~224 | 2% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~195 | 2% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~200 | 2% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~224 | 2% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~224 | 2% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~449 | 2% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~195 | 2% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~200 | 2% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~224 | 2% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~449 | 2% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~195 | 2% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~200 | 2% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~449 | 2% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~449 | 1% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~200 | 1% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~449 | 1% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~200 | 1% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~449 | 1% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~449 | 1% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~449 | 1% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~449 | 1% |
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