General model by aidc-ai · 4.14B parameters
Ovis1.6 Llama3.2 3B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 21% of your RAM.
~35 tok/s
Q8_0 · 5.1 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 5.1 GB | ~35 tok/s | ✓ |
| Q6_K | 4.1 GB | ~45 tok/s | ✓ |
| Q5_K_M | 3.6 GB | ~53 tok/s | ✓ |
| Q4_K_M | 3.2 GB | ~63 tok/s | ✓ |
| Q3_K_M | 2.8 GB | ~76 tok/s | ✓ |
| Q2_K | 2.3 GB | ~98 tok/s | ✓ |
Minimum Mac
MacBook Air — M1 8GB
Q8_0 · ~9 tok/s · 64% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 8GB | Q8_0 | ~9 | 64% | |
| MacBook Air · M2 8GB | Q8_0 | ~13 | 64% | |
| MacBook Air · M3 8GB | Q8_0 | ~13 | 64% | |
| Mac Mini · M1 8GB | Q8_0 | ~9 | 64% | |
| Mac Mini · M2 8GB | Q8_0 | ~13 | 64% | |
| iMac · M1 8GB | Q8_0 | ~9 | 64% | |
| iMac · M3 8GB | Q8_0 | ~13 | 64% | |
| MacBook Air · M1 16GB | Q8_0 | ~9 | 32% | |
| MacBook Air · M2 16GB | Q8_0 | ~13 | 32% | |
| MacBook Air · M3 16GB | Q8_0 | ~13 | 32% | |
| MacBook Air · M4 16GB | Q8_0 | ~15 | 32% | |
| MacBook Air · M5 16GB | Q8_0 | ~19 | 32% | |
| MacBook Air · M6 16GB | Q8_0 | ~26 | 32% | |
| MacBook Pro 14" · M1 Pro 16GB | Q8_0 | ~25 | 32% | |
| MacBook Pro 14" · M2 Pro 16GB | Q8_0 | ~25 | 32% | |
| MacBook Pro 14" · M5 16GB | Q8_0 | ~19 | 32% | |
| MacBook Pro 14" · M6 16GB | Q8_0 | ~26 | 32% | |
| MacBook Pro 16" · M1 Pro 16GB | Q8_0 | ~25 | 32% | |
| MacBook Pro 16" · M2 Pro 16GB | Q8_0 | ~25 | 32% | |
| Mac Mini · M1 16GB | Q8_0 | ~9 | 32% | |
| Mac Mini · M2 16GB | Q8_0 | ~13 | 32% | |
| Mac Mini · M2 Pro 16GB | Q8_0 | ~25 | 32% | |
| Mac Mini · M4 16GB | Q8_0 | ~15 | 32% | |
| Mac Mini · M6 16GB | Q8_0 | ~26 | 32% | |
| iMac · M1 16GB | Q8_0 | ~9 | 32% | |
| iMac · M3 16GB | Q8_0 | ~13 | 32% | |
| iMac · M4 16GB | Q8_0 | ~15 | 32% | |
| iMac · M6 16GB | Q8_0 | ~26 | 32% | |
| MacBook Pro 14" · M3 Pro 18GB | Q8_0 | ~19 | 28% | |
| MacBook Pro 16" · M3 Pro 18GB | Q8_0 | ~19 | 28% | |
| MacBook Air · M2 24GB | Q8_0 | ~13 | 21% | |
| MacBook Air · M3 24GB | Q8_0 | ~13 | 21% | |
| MacBook Air · M4 24GB | Q8_0 | ~15 | 21% | |
| MacBook Air · M5 24GB | Q8_0 | ~19 | 21% | |
| MacBook Air · M6 24GB | Q8_0 | ~26 | 21% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~35 | 21% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~19 | 21% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~39 | 21% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~26 | 21% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~52 | 21% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~35 | 21% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~39 | 21% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~52 | 21% | |
| Mac Mini · M2 24GB | Q8_0 | ~13 | 21% | |
| Mac Mini · M4 24GB | Q8_0 | ~15 | 21% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~35 | 21% | |
| Mac Mini · M6 24GB | Q8_0 | ~26 | 21% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~52 | 21% | |
| iMac · M3 24GB | Q8_0 | ~13 | 21% | |
| iMac · M4 24GB | Q8_0 | ~15 | 21% | |
| iMac · M6 24GB | Q8_0 | ~26 | 21% | |
| MacBook Air · M4 32GB | Q8_0 | ~15 | 16% | |
| MacBook Air · M5 32GB | Q8_0 | ~19 | 16% | |
| MacBook Air · M6 32GB | Q8_0 | ~26 | 16% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~25 | 16% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~25 | 16% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~19 | 16% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~26 | 16% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~25 | 16% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~51 | 16% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~25 | 16% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~51 | 16% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~25 | 16% | |
| Mac Mini · M4 32GB | Q8_0 | ~15 | 16% | |
| Mac Mini · M6 32GB | Q8_0 | ~26 | 16% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~51 | 16% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~51 | 16% | |
| iMac · M4 32GB | Q8_0 | ~15 | 16% | |
| iMac · M6 32GB | Q8_0 | ~26 | 16% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~19 | 14% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~78 | 14% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~19 | 14% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~51 | 14% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~69 | 14% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~78 | 14% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~69 | 14% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~35 | 11% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~39 | 11% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~78 | 11% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~52 | 11% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~117 | 11% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~51 | 11% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~35 | 11% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~69 | 11% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~39 | 11% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~78 | 11% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~52 | 11% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~117 | 11% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~35 | 11% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~52 | 11% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~117 | 11% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~39 | 8% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~78 | 8% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~52 | 8% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~117 | 8% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~51 | 8% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~51 | 8% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~51 | 8% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~69 | 8% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~78 | 8% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~52 | 8% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~117 | 8% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~52 | 8% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~51 | 8% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~101 | 8% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~51 | 8% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~101 | 8% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~69 | 8% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~117 | 8% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~51 | 5% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~51 | 5% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~51 | 5% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~101 | 5% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~101 | 5% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~78 | 4% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~117 | 4% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~51 | 4% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~69 | 4% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~78 | 4% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~117 | 4% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~101 | 4% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~101 | 4% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~69 | 4% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~104 | 4% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~117 | 4% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~101 | 4% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~104 | 4% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~117 | 3% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~117 | 3% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~233 | 3% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~101 | 3% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~104 | 3% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~117 | 3% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~233 | 3% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~101 | 3% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~104 | 3% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~233 | 3% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~233 | 2% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~104 | 2% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~233 | 2% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~104 | 2% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~233 | 2% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~233 | 1% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~233 | 1% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~233 | 1% |
ToolPiper downloads, manages, and runs models with one click. Apple Silicon optimized.
Get ToolPiper — Free