General model by optimum-intel-internal-testing · 0.02B parameters
tiny random minicpm v 4_5 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 2% of your RAM.
~7,150 tok/s
Q8_0 · 0.5 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 0.5 GB | ~7,150 tok/s | ✓ |
| Q6_K | 0.5 GB | ~9,384 tok/s | ✓ |
| Q5_K_M | 0.5 GB | ~11,040 tok/s | ✓ |
| Q4_K_M | 0.5 GB | ~12,944 tok/s | ✓ |
| Q3_K_M | 0.5 GB | ~15,641 tok/s | ✓ |
| Q2_K | 0.5 GB | ~20,291 tok/s | ✓ |
Minimum Mac
MacBook Air — M1 8GB
Q8_0 · ~1,788 tok/s · 7% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 8GB | Q8_0 | ~1,788 | 7% | |
| MacBook Air · M2 8GB | Q8_0 | ~2,619 | 7% | |
| MacBook Air · M3 8GB | Q8_0 | ~2,619 | 7% | |
| Mac Mini · M1 8GB | Q8_0 | ~1,788 | 7% | |
| Mac Mini · M2 8GB | Q8_0 | ~2,619 | 7% | |
| iMac · M1 8GB | Q8_0 | ~1,788 | 7% | |
| iMac · M3 8GB | Q8_0 | ~2,619 | 7% | |
| MacBook Air · M1 16GB | Q8_0 | ~1,788 | 3% | |
| MacBook Air · M2 16GB | Q8_0 | ~2,619 | 3% | |
| MacBook Air · M3 16GB | Q8_0 | ~2,619 | 3% | |
| MacBook Air · M4 16GB | Q8_0 | ~3,143 | 3% | |
| MacBook Air · M5 16GB | Q8_0 | ~4,023 | 3% | |
| MacBook Air · M6 16GB | Q8_0 | ~5,343 | 3% | |
| MacBook Pro 14" · M1 Pro 16GB | Q8_0 | ~5,238 | 3% | |
| MacBook Pro 14" · M2 Pro 16GB | Q8_0 | ~5,238 | 3% | |
| MacBook Pro 14" · M5 16GB | Q8_0 | ~4,023 | 3% | |
| MacBook Pro 14" · M6 16GB | Q8_0 | ~5,343 | 3% | |
| MacBook Pro 16" · M1 Pro 16GB | Q8_0 | ~5,238 | 3% | |
| MacBook Pro 16" · M2 Pro 16GB | Q8_0 | ~5,238 | 3% | |
| Mac Mini · M1 16GB | Q8_0 | ~1,788 | 3% | |
| Mac Mini · M2 16GB | Q8_0 | ~2,619 | 3% | |
| Mac Mini · M2 Pro 16GB | Q8_0 | ~5,238 | 3% | |
| Mac Mini · M4 16GB | Q8_0 | ~3,143 | 3% | |
| Mac Mini · M6 16GB | Q8_0 | ~5,343 | 3% | |
| iMac · M1 16GB | Q8_0 | ~1,788 | 3% | |
| iMac · M3 16GB | Q8_0 | ~2,619 | 3% | |
| iMac · M4 16GB | Q8_0 | ~3,143 | 3% | |
| iMac · M6 16GB | Q8_0 | ~5,343 | 3% | |
| MacBook Pro 14" · M3 Pro 18GB | Q8_0 | ~3,929 | 3% | |
| MacBook Pro 16" · M3 Pro 18GB | Q8_0 | ~3,929 | 3% | |
| MacBook Air · M2 24GB | Q8_0 | ~2,619 | 2% | |
| MacBook Air · M3 24GB | Q8_0 | ~2,619 | 2% | |
| MacBook Air · M4 24GB | Q8_0 | ~3,143 | 2% | |
| MacBook Air · M5 24GB | Q8_0 | ~4,023 | 2% | |
| MacBook Air · M6 24GB | Q8_0 | ~5,343 | 2% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~7,150 | 2% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~4,023 | 2% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~8,040 | 2% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~5,343 | 2% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~10,738 | 2% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~7,150 | 2% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~8,040 | 2% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~10,738 | 2% | |
| Mac Mini · M2 24GB | Q8_0 | ~2,619 | 2% | |
| Mac Mini · M4 24GB | Q8_0 | ~3,143 | 2% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~7,150 | 2% | |
| Mac Mini · M6 24GB | Q8_0 | ~5,343 | 2% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~10,738 | 2% | |
| iMac · M3 24GB | Q8_0 | ~2,619 | 2% | |
| iMac · M4 24GB | Q8_0 | ~3,143 | 2% | |
| iMac · M6 24GB | Q8_0 | ~5,343 | 2% | |
| MacBook Air · M4 32GB | Q8_0 | ~3,143 | 2% | |
| MacBook Air · M5 32GB | Q8_0 | ~4,023 | 2% | |
| MacBook Air · M6 32GB | Q8_0 | ~5,343 | 2% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~5,238 | 2% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~5,238 | 2% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~4,023 | 2% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~5,343 | 2% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~5,238 | 2% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~10,476 | 2% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~5,238 | 2% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~10,476 | 2% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~5,238 | 2% | |
| Mac Mini · M4 32GB | Q8_0 | ~3,143 | 2% | |
| Mac Mini · M6 32GB | Q8_0 | ~5,343 | 2% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~10,476 | 2% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~10,476 | 2% | |
| iMac · M4 32GB | Q8_0 | ~3,143 | 2% | |
| iMac · M6 32GB | Q8_0 | ~5,343 | 2% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~3,929 | 1% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~16,081 | 1% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~3,929 | 1% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~10,476 | 1% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~14,300 | 1% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~16,081 | 1% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~14,300 | 1% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~7,150 | 1% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~8,040 | 1% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~16,081 | 1% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~10,738 | 1% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~24,121 | 1% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~10,476 | 1% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~7,150 | 1% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~14,300 | 1% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~8,040 | 1% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~16,081 | 1% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~10,738 | 1% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~24,121 | 1% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~7,150 | 1% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~10,738 | 1% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~24,121 | 1% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~8,040 | 1% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~16,081 | 1% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~10,738 | 1% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~24,121 | 1% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~10,476 | 1% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~10,476 | 1% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~10,476 | 1% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~14,300 | 1% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~16,081 | 1% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~10,738 | 1% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~24,121 | 1% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~10,738 | 1% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~10,476 | 1% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~20,952 | 1% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~10,476 | 1% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~20,952 | 1% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~14,300 | 1% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~24,121 | 1% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~10,476 | 1% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~10,476 | 1% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~10,476 | 1% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~20,952 | 1% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~20,952 | 1% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~16,081 | 0% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~24,121 | 0% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~10,476 | 0% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~14,300 | 0% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~16,081 | 0% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~24,121 | 0% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~20,952 | 0% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~20,952 | 0% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~14,300 | 0% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~21,450 | 0% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~24,121 | 0% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~20,952 | 0% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~21,450 | 0% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~24,121 | 0% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~24,121 | 0% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~48,269 | 0% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~20,952 | 0% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~21,450 | 0% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~24,121 | 0% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~48,269 | 0% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~20,952 | 0% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~21,450 | 0% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~48,269 | 0% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~48,269 | 0% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~21,450 | 0% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~48,269 | 0% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~21,450 | 0% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~48,269 | 0% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~48,269 | 0% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~48,269 | 0% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~48,269 | 0% |
ToolPiper downloads, manages, and runs models with one click. Apple Silicon optimized.
Get ToolPiper — Free