General model by abhishekchohan · 2.86B parameters
gemma 3 12b it quantized W4A16 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 15% of your RAM.
~50 tok/s
Q8_0 · 3.7 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 3.7 GB | ~50 tok/s | ✓ |
| Q6_K | 3.0 GB | ~66 tok/s | ✓ |
| Q5_K_M | 2.6 GB | ~77 tok/s | ✓ |
| Q4_K_M | 2.3 GB | ~91 tok/s | ✓ |
| Q3_K_M | 2.1 GB | ~109 tok/s | ✓ |
| Q2_K | 1.7 GB | ~142 tok/s | ✓ |
Minimum Mac
MacBook Air — M1 8GB
Q8_0 · ~13 tok/s · 46% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 8GB | Q8_0 | ~13 | 46% | |
| MacBook Air · M2 8GB | Q8_0 | ~18 | 46% | |
| MacBook Air · M3 8GB | Q8_0 | ~18 | 46% | |
| Mac Mini · M1 8GB | Q8_0 | ~13 | 46% | |
| Mac Mini · M2 8GB | Q8_0 | ~18 | 46% | |
| iMac · M1 8GB | Q8_0 | ~13 | 46% | |
| iMac · M3 8GB | Q8_0 | ~18 | 46% | |
| MacBook Air · M1 16GB | Q8_0 | ~13 | 23% | |
| MacBook Air · M2 16GB | Q8_0 | ~18 | 23% | |
| MacBook Air · M3 16GB | Q8_0 | ~18 | 23% | |
| MacBook Air · M4 16GB | Q8_0 | ~22 | 23% | |
| MacBook Air · M5 16GB | Q8_0 | ~28 | 23% | |
| MacBook Air · M6 16GB | Q8_0 | ~37 | 23% | |
| MacBook Pro 14" · M1 Pro 16GB | Q8_0 | ~37 | 23% | |
| MacBook Pro 14" · M2 Pro 16GB | Q8_0 | ~37 | 23% | |
| MacBook Pro 14" · M5 16GB | Q8_0 | ~28 | 23% | |
| MacBook Pro 14" · M6 16GB | Q8_0 | ~37 | 23% | |
| MacBook Pro 16" · M1 Pro 16GB | Q8_0 | ~37 | 23% | |
| MacBook Pro 16" · M2 Pro 16GB | Q8_0 | ~37 | 23% | |
| Mac Mini · M1 16GB | Q8_0 | ~13 | 23% | |
| Mac Mini · M2 16GB | Q8_0 | ~18 | 23% | |
| Mac Mini · M2 Pro 16GB | Q8_0 | ~37 | 23% | |
| Mac Mini · M4 16GB | Q8_0 | ~22 | 23% | |
| Mac Mini · M6 16GB | Q8_0 | ~37 | 23% | |
| iMac · M1 16GB | Q8_0 | ~13 | 23% | |
| iMac · M3 16GB | Q8_0 | ~18 | 23% | |
| iMac · M4 16GB | Q8_0 | ~22 | 23% | |
| iMac · M6 16GB | Q8_0 | ~37 | 23% | |
| MacBook Pro 14" · M3 Pro 18GB | Q8_0 | ~27 | 21% | |
| MacBook Pro 16" · M3 Pro 18GB | Q8_0 | ~27 | 21% | |
| MacBook Air · M2 24GB | Q8_0 | ~18 | 15% | |
| MacBook Air · M3 24GB | Q8_0 | ~18 | 15% | |
| MacBook Air · M4 24GB | Q8_0 | ~22 | 15% | |
| MacBook Air · M5 24GB | Q8_0 | ~28 | 15% | |
| MacBook Air · M6 24GB | Q8_0 | ~37 | 15% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~50 | 15% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~28 | 15% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~56 | 15% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~37 | 15% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~75 | 15% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~50 | 15% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~56 | 15% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~75 | 15% | |
| Mac Mini · M2 24GB | Q8_0 | ~18 | 15% | |
| Mac Mini · M4 24GB | Q8_0 | ~22 | 15% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~50 | 15% | |
| Mac Mini · M6 24GB | Q8_0 | ~37 | 15% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~75 | 15% | |
| iMac · M3 24GB | Q8_0 | ~18 | 15% | |
| iMac · M4 24GB | Q8_0 | ~22 | 15% | |
| iMac · M6 24GB | Q8_0 | ~37 | 15% | |
| MacBook Air · M4 32GB | Q8_0 | ~22 | 12% | |
| MacBook Air · M5 32GB | Q8_0 | ~28 | 12% | |
| MacBook Air · M6 32GB | Q8_0 | ~37 | 12% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~37 | 12% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~37 | 12% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~28 | 12% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~37 | 12% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~37 | 12% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~73 | 12% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~37 | 12% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~73 | 12% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~37 | 12% | |
| Mac Mini · M4 32GB | Q8_0 | ~22 | 12% | |
| Mac Mini · M6 32GB | Q8_0 | ~37 | 12% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~73 | 12% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~73 | 12% | |
| iMac · M4 32GB | Q8_0 | ~22 | 12% | |
| iMac · M6 32GB | Q8_0 | ~37 | 12% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~27 | 10% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~112 | 10% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~27 | 10% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~73 | 10% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~100 | 10% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~112 | 10% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~100 | 10% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~50 | 8% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~56 | 8% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~112 | 8% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~75 | 8% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~169 | 8% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~73 | 8% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~50 | 8% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~100 | 8% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~56 | 8% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~112 | 8% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~75 | 8% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~169 | 8% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~50 | 8% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~75 | 8% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~169 | 8% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~56 | 6% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~112 | 6% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~75 | 6% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~169 | 6% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~73 | 6% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~73 | 6% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~73 | 6% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~100 | 6% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~112 | 6% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~75 | 6% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~169 | 6% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~75 | 6% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~73 | 6% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~147 | 6% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~73 | 6% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~147 | 6% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~100 | 6% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~169 | 6% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~73 | 4% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~73 | 4% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~73 | 4% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~147 | 4% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~147 | 4% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~112 | 3% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~169 | 3% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~73 | 3% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~100 | 3% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~112 | 3% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~169 | 3% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~147 | 3% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~147 | 3% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~100 | 3% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~150 | 3% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~169 | 3% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~147 | 3% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~150 | 3% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~169 | 2% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~169 | 2% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~338 | 2% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~147 | 2% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~150 | 2% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~169 | 2% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~338 | 2% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~147 | 2% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~150 | 2% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~338 | 2% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~338 | 1% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~150 | 1% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~338 | 1% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~150 | 1% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~338 | 1% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~338 | 1% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~338 | 1% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~338 | 1% |
ToolPiper downloads, manages, and runs models with one click. Apple Silicon optimized.
Get ToolPiper — Free