General model by yannqi · 4.82B parameters
R 4B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 24% of your RAM.
~30 tok/s
Q8_0 · 5.9 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 5.9 GB | ~30 tok/s | ✓ |
| Q6_K | 4.7 GB | ~39 tok/s | ✓ |
| Q5_K_M | 4.1 GB | ~46 tok/s | ✓ |
| Q4_K_M | 3.6 GB | ~54 tok/s | ✓ |
| Q3_K_M | 3.1 GB | ~65 tok/s | ✓ |
| Q2_K | 2.6 GB | ~84 tok/s | ✓ |
Minimum Mac
MacBook Air — M1 8GB
Q8_0 · ~7 tok/s · 73% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 8GB | Q8_0 | ~7 | 73% | |
| MacBook Air · M2 8GB | Q8_0 | ~11 | 73% | |
| MacBook Air · M3 8GB | Q8_0 | ~11 | 73% | |
| Mac Mini · M1 8GB | Q8_0 | ~7 | 73% | |
| Mac Mini · M2 8GB | Q8_0 | ~11 | 73% | |
| iMac · M1 8GB | Q8_0 | ~7 | 73% | |
| iMac · M3 8GB | Q8_0 | ~11 | 73% | |
| MacBook Air · M1 16GB | Q8_0 | ~7 | 37% | |
| MacBook Air · M2 16GB | Q8_0 | ~11 | 37% | |
| MacBook Air · M3 16GB | Q8_0 | ~11 | 37% | |
| MacBook Air · M4 16GB | Q8_0 | ~13 | 37% | |
| MacBook Air · M5 16GB | Q8_0 | ~17 | 37% | |
| MacBook Air · M6 16GB | Q8_0 | ~22 | 37% | |
| MacBook Pro 14" · M1 Pro 16GB | Q8_0 | ~22 | 37% | |
| MacBook Pro 14" · M2 Pro 16GB | Q8_0 | ~22 | 37% | |
| MacBook Pro 14" · M5 16GB | Q8_0 | ~17 | 37% | |
| MacBook Pro 14" · M6 16GB | Q8_0 | ~22 | 37% | |
| MacBook Pro 16" · M1 Pro 16GB | Q8_0 | ~22 | 37% | |
| MacBook Pro 16" · M2 Pro 16GB | Q8_0 | ~22 | 37% | |
| Mac Mini · M1 16GB | Q8_0 | ~7 | 37% | |
| Mac Mini · M2 16GB | Q8_0 | ~11 | 37% | |
| Mac Mini · M2 Pro 16GB | Q8_0 | ~22 | 37% | |
| Mac Mini · M4 16GB | Q8_0 | ~13 | 37% | |
| Mac Mini · M6 16GB | Q8_0 | ~22 | 37% | |
| iMac · M1 16GB | Q8_0 | ~7 | 37% | |
| iMac · M3 16GB | Q8_0 | ~11 | 37% | |
| iMac · M4 16GB | Q8_0 | ~13 | 37% | |
| iMac · M6 16GB | Q8_0 | ~22 | 37% | |
| MacBook Pro 14" · M3 Pro 18GB | Q8_0 | ~16 | 33% | |
| MacBook Pro 16" · M3 Pro 18GB | Q8_0 | ~16 | 33% | |
| MacBook Air · M2 24GB | Q8_0 | ~11 | 24% | |
| MacBook Air · M3 24GB | Q8_0 | ~11 | 24% | |
| MacBook Air · M4 24GB | Q8_0 | ~13 | 24% | |
| MacBook Air · M5 24GB | Q8_0 | ~17 | 24% | |
| MacBook Air · M6 24GB | Q8_0 | ~22 | 24% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~30 | 24% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~17 | 24% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~33 | 24% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~22 | 24% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~45 | 24% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~30 | 24% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~33 | 24% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~45 | 24% | |
| Mac Mini · M2 24GB | Q8_0 | ~11 | 24% | |
| Mac Mini · M4 24GB | Q8_0 | ~13 | 24% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~30 | 24% | |
| Mac Mini · M6 24GB | Q8_0 | ~22 | 24% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~45 | 24% | |
| iMac · M3 24GB | Q8_0 | ~11 | 24% | |
| iMac · M4 24GB | Q8_0 | ~13 | 24% | |
| iMac · M6 24GB | Q8_0 | ~22 | 24% | |
| MacBook Air · M4 32GB | Q8_0 | ~13 | 18% | |
| MacBook Air · M5 32GB | Q8_0 | ~17 | 18% | |
| MacBook Air · M6 32GB | Q8_0 | ~22 | 18% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~22 | 18% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~22 | 18% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~17 | 18% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~22 | 18% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~22 | 18% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~43 | 18% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~22 | 18% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~43 | 18% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~22 | 18% | |
| Mac Mini · M4 32GB | Q8_0 | ~13 | 18% | |
| Mac Mini · M6 32GB | Q8_0 | ~22 | 18% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~43 | 18% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~43 | 18% | |
| iMac · M4 32GB | Q8_0 | ~13 | 18% | |
| iMac · M6 32GB | Q8_0 | ~22 | 18% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~16 | 16% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~67 | 16% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~16 | 16% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~43 | 16% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~59 | 16% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~67 | 16% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~59 | 16% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~30 | 12% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~33 | 12% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~67 | 12% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~45 | 12% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~100 | 12% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~43 | 12% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~30 | 12% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~59 | 12% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~33 | 12% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~67 | 12% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~45 | 12% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~100 | 12% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~30 | 12% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~45 | 12% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~100 | 12% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~33 | 9% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~67 | 9% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~45 | 9% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~100 | 9% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~43 | 9% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~43 | 9% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~43 | 9% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~59 | 9% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~67 | 9% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~45 | 9% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~100 | 9% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~45 | 9% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~43 | 9% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~87 | 9% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~43 | 9% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~87 | 9% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~59 | 9% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~100 | 9% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~43 | 6% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~43 | 6% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~43 | 6% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~87 | 6% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~87 | 6% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~67 | 5% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~100 | 5% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~43 | 5% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~59 | 5% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~67 | 5% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~100 | 5% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~87 | 5% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~87 | 5% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~59 | 5% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~89 | 5% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~100 | 5% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~87 | 5% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~89 | 5% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~100 | 3% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~100 | 3% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~200 | 3% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~87 | 3% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~89 | 3% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~100 | 3% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~200 | 3% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~87 | 3% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~89 | 3% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~200 | 3% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~200 | 2% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~89 | 2% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~200 | 2% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~89 | 2% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~200 | 2% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~200 | 2% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~200 | 2% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~200 | 2% |
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