General model by liuhaotian · 13.35B parameters
llava v1.6 vicuna 13b fits comfortably in your 24 GB Mac using Q8_0 quantization, using 64% of your RAM.
~11 tok/s
Q8_0 · 15.4 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 15.4 GB | ~11 tok/s | ✓ |
| Q6_K | 12.1 GB | ~14 tok/s | ✓ |
| Q5_K_M | 10.5 GB | ~17 tok/s | ✓ |
| Q4_K_M | 9.1 GB | ~19 tok/s | ✓ |
| Q3_K_M | 7.8 GB | ~23 tok/s | ✓ |
| Q2_K | 6.3 GB | ~30 tok/s | ✓ |
Minimum Mac
MacBook Air — M1 16GB
Q6_K · ~4 tok/s · 75% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 16GB | Q6_K | ~4 | 75% | |
| MacBook Air · M2 16GB | Q6_K | ~5 | 75% | |
| MacBook Air · M3 16GB | Q6_K | ~5 | 75% | |
| MacBook Air · M4 16GB | Q6_K | ~6 | 75% | |
| MacBook Air · M5 16GB | Q6_K | ~8 | 75% | |
| MacBook Air · M6 16GB | Q6_K | ~11 | 75% | |
| MacBook Pro 14" · M1 Pro 16GB | Q6_K | ~10 | 75% | |
| MacBook Pro 14" · M2 Pro 16GB | Q6_K | ~10 | 75% | |
| MacBook Pro 14" · M5 16GB | Q6_K | ~8 | 75% | |
| MacBook Pro 14" · M6 16GB | Q6_K | ~11 | 75% | |
| MacBook Pro 16" · M1 Pro 16GB | Q6_K | ~10 | 75% | |
| MacBook Pro 16" · M2 Pro 16GB | Q6_K | ~10 | 75% | |
| Mac Mini · M1 16GB | Q6_K | ~4 | 75% | |
| Mac Mini · M2 16GB | Q6_K | ~5 | 75% | |
| Mac Mini · M2 Pro 16GB | Q6_K | ~10 | 75% | |
| Mac Mini · M4 16GB | Q6_K | ~6 | 75% | |
| Mac Mini · M6 16GB | Q6_K | ~11 | 75% | |
| iMac · M1 16GB | Q6_K | ~4 | 75% | |
| iMac · M3 16GB | Q6_K | ~5 | 75% | |
| iMac · M4 16GB | Q6_K | ~6 | 75% | |
| iMac · M6 16GB | Q6_K | ~11 | 75% | |
| MacBook Pro 14" · M3 Pro 18GB | Q6_K | ~8 | 67% | |
| MacBook Pro 16" · M3 Pro 18GB | Q6_K | ~8 | 67% | |
| MacBook Air · M2 24GB | Q8_0 | ~4 | 64% | |
| MacBook Air · M3 24GB | Q8_0 | ~4 | 64% | |
| MacBook Air · M4 24GB | Q8_0 | ~5 | 64% | |
| MacBook Air · M5 24GB | Q8_0 | ~6 | 64% | |
| MacBook Air · M6 24GB | Q8_0 | ~8 | 64% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~11 | 64% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~6 | 64% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~12 | 64% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~8 | 64% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~16 | 64% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~11 | 64% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~12 | 64% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~16 | 64% | |
| Mac Mini · M2 24GB | Q8_0 | ~4 | 64% | |
| Mac Mini · M4 24GB | Q8_0 | ~5 | 64% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~11 | 64% | |
| Mac Mini · M6 24GB | Q8_0 | ~8 | 64% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~16 | 64% | |
| iMac · M3 24GB | Q8_0 | ~4 | 64% | |
| iMac · M4 24GB | Q8_0 | ~5 | 64% | |
| iMac · M6 24GB | Q8_0 | ~8 | 64% | |
| MacBook Air · M4 32GB | Q8_0 | ~5 | 48% | |
| MacBook Air · M5 32GB | Q8_0 | ~6 | 48% | |
| MacBook Air · M6 32GB | Q8_0 | ~8 | 48% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~8 | 48% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~8 | 48% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~6 | 48% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~8 | 48% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~8 | 48% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~16 | 48% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~8 | 48% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~16 | 48% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~8 | 48% | |
| Mac Mini · M4 32GB | Q8_0 | ~5 | 48% | |
| Mac Mini · M6 32GB | Q8_0 | ~8 | 48% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~16 | 48% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~16 | 48% | |
| iMac · M4 32GB | Q8_0 | ~5 | 48% | |
| iMac · M6 32GB | Q8_0 | ~8 | 48% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~6 | 43% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~24 | 43% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~6 | 43% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~16 | 43% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~21 | 43% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~24 | 43% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~21 | 43% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~11 | 32% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~12 | 32% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~24 | 32% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~16 | 32% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~36 | 32% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~16 | 32% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~11 | 32% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~21 | 32% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~12 | 32% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~24 | 32% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~16 | 32% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~36 | 32% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~11 | 32% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~16 | 32% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~36 | 32% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~12 | 24% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~24 | 24% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~16 | 24% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~36 | 24% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~16 | 24% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~16 | 24% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~16 | 24% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~21 | 24% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~24 | 24% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~16 | 24% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~36 | 24% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~16 | 24% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~16 | 24% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~31 | 24% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~16 | 24% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~31 | 24% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~21 | 24% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~36 | 24% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~16 | 16% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~16 | 16% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~16 | 16% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~31 | 16% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~31 | 16% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~24 | 12% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~36 | 12% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~16 | 12% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~21 | 12% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~24 | 12% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~36 | 12% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~31 | 12% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~31 | 12% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~21 | 12% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~32 | 12% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~36 | 12% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~31 | 12% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~32 | 12% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~36 | 8% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~36 | 8% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~72 | 8% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~31 | 8% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~32 | 8% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~36 | 8% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~72 | 8% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~31 | 8% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~32 | 8% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~72 | 8% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~72 | 6% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~32 | 6% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~72 | 6% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~32 | 6% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~72 | 6% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~72 | 4% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~72 | 4% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~72 | 4% | |
| MacBook Air · M1 8GB | Q2_K | ~8 | 79% | |
| MacBook Air · M2 8GB | Q2_K | ~11 | 79% | |
| MacBook Air · M3 8GB | Q2_K | ~11 | 79% | |
| Mac Mini · M1 8GB | Q2_K | ~8 | 79% | |
| Mac Mini · M2 8GB | Q2_K | ~11 | 79% | |
| iMac · M1 8GB | Q2_K | ~8 | 79% | |
| iMac · M3 8GB | Q2_K | ~11 | 79% |
ToolPiper downloads, manages, and runs models with one click. Apple Silicon optimized.
Get ToolPiper — Free