General model by llava-hf · 7.57B parameters
llava v1.6 mistral 7b hf fits comfortably in your 24 GB Mac using Q8_0 quantization, using 37% of your RAM.
~19 tok/s
Q8_0 · 8.9 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 8.9 GB | ~19 tok/s | ✓ |
| Q6_K | 7.1 GB | ~25 tok/s | ✓ |
| Q5_K_M | 6.1 GB | ~29 tok/s | ✓ |
| Q4_K_M | 5.4 GB | ~34 tok/s | ✓ |
| Q3_K_M | 4.6 GB | ~41 tok/s | ✓ |
| Q2_K | 3.8 GB | ~54 tok/s | ✓ |
Minimum Mac
MacBook Air — M1 16GB
Q8_0 · ~5 tok/s · 56% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 16GB | Q8_0 | ~5 | 56% | |
| MacBook Air · M2 16GB | Q8_0 | ~7 | 56% | |
| MacBook Air · M3 16GB | Q8_0 | ~7 | 56% | |
| MacBook Air · M4 16GB | Q8_0 | ~8 | 56% | |
| MacBook Air · M5 16GB | Q8_0 | ~11 | 56% | |
| MacBook Air · M6 16GB | Q8_0 | ~14 | 56% | |
| MacBook Pro 14" · M1 Pro 16GB | Q8_0 | ~14 | 56% | |
| MacBook Pro 14" · M2 Pro 16GB | Q8_0 | ~14 | 56% | |
| MacBook Pro 14" · M5 16GB | Q8_0 | ~11 | 56% | |
| MacBook Pro 14" · M6 16GB | Q8_0 | ~14 | 56% | |
| MacBook Pro 16" · M1 Pro 16GB | Q8_0 | ~14 | 56% | |
| MacBook Pro 16" · M2 Pro 16GB | Q8_0 | ~14 | 56% | |
| Mac Mini · M1 16GB | Q8_0 | ~5 | 56% | |
| Mac Mini · M2 16GB | Q8_0 | ~7 | 56% | |
| Mac Mini · M2 Pro 16GB | Q8_0 | ~14 | 56% | |
| Mac Mini · M4 16GB | Q8_0 | ~8 | 56% | |
| Mac Mini · M6 16GB | Q8_0 | ~14 | 56% | |
| iMac · M1 16GB | Q8_0 | ~5 | 56% | |
| iMac · M3 16GB | Q8_0 | ~7 | 56% | |
| iMac · M4 16GB | Q8_0 | ~8 | 56% | |
| iMac · M6 16GB | Q8_0 | ~14 | 56% | |
| MacBook Pro 14" · M3 Pro 18GB | Q8_0 | ~10 | 50% | |
| MacBook Pro 16" · M3 Pro 18GB | Q8_0 | ~10 | 50% | |
| MacBook Air · M2 24GB | Q8_0 | ~7 | 37% | |
| MacBook Air · M3 24GB | Q8_0 | ~7 | 37% | |
| MacBook Air · M4 24GB | Q8_0 | ~8 | 37% | |
| MacBook Air · M5 24GB | Q8_0 | ~11 | 37% | |
| MacBook Air · M6 24GB | Q8_0 | ~14 | 37% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~19 | 37% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~11 | 37% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~21 | 37% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~14 | 37% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~28 | 37% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~19 | 37% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~21 | 37% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~28 | 37% | |
| Mac Mini · M2 24GB | Q8_0 | ~7 | 37% | |
| Mac Mini · M4 24GB | Q8_0 | ~8 | 37% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~19 | 37% | |
| Mac Mini · M6 24GB | Q8_0 | ~14 | 37% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~28 | 37% | |
| iMac · M3 24GB | Q8_0 | ~7 | 37% | |
| iMac · M4 24GB | Q8_0 | ~8 | 37% | |
| iMac · M6 24GB | Q8_0 | ~14 | 37% | |
| MacBook Air · M4 32GB | Q8_0 | ~8 | 28% | |
| MacBook Air · M5 32GB | Q8_0 | ~11 | 28% | |
| MacBook Air · M6 32GB | Q8_0 | ~14 | 28% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~14 | 28% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~14 | 28% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~11 | 28% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~14 | 28% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~14 | 28% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~28 | 28% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~14 | 28% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~28 | 28% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~14 | 28% | |
| Mac Mini · M4 32GB | Q8_0 | ~8 | 28% | |
| Mac Mini · M6 32GB | Q8_0 | ~14 | 28% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~28 | 28% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~28 | 28% | |
| iMac · M4 32GB | Q8_0 | ~8 | 28% | |
| iMac · M6 32GB | Q8_0 | ~14 | 28% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~10 | 25% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~42 | 25% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~10 | 25% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~28 | 25% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~38 | 25% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~42 | 25% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~38 | 25% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~19 | 19% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~21 | 19% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~42 | 19% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~28 | 19% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~64 | 19% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~28 | 19% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~19 | 19% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~38 | 19% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~21 | 19% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~42 | 19% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~28 | 19% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~64 | 19% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~19 | 19% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~28 | 19% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~64 | 19% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~21 | 14% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~42 | 14% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~28 | 14% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~64 | 14% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~28 | 14% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~28 | 14% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~28 | 14% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~38 | 14% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~42 | 14% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~28 | 14% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~64 | 14% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~28 | 14% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~28 | 14% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~55 | 14% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~28 | 14% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~55 | 14% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~38 | 14% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~64 | 14% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~28 | 9% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~28 | 9% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~28 | 9% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~55 | 9% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~55 | 9% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~42 | 7% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~64 | 7% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~28 | 7% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~38 | 7% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~42 | 7% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~64 | 7% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~55 | 7% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~55 | 7% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~38 | 7% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~57 | 7% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~64 | 7% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~55 | 7% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~57 | 7% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~64 | 5% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~64 | 5% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~128 | 5% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~55 | 5% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~57 | 5% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~64 | 5% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~128 | 5% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~55 | 5% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~57 | 5% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~128 | 5% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~128 | 3% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~57 | 3% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~128 | 3% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~57 | 3% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~128 | 3% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~128 | 2% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~128 | 2% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~128 | 2% | |
| MacBook Air · M1 8GB | Q5_K_M | ~7 | 77% | |
| MacBook Air · M2 8GB | Q5_K_M | ~11 | 77% | |
| MacBook Air · M3 8GB | Q5_K_M | ~11 | 77% | |
| Mac Mini · M1 8GB | Q5_K_M | ~7 | 77% | |
| Mac Mini · M2 8GB | Q5_K_M | ~11 | 77% | |
| iMac · M1 8GB | Q5_K_M | ~7 | 77% | |
| iMac · M3 8GB | Q5_K_M | ~11 | 77% |
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