General model by llava-hf · 7.06B parameters
llava v1.6 vicuna 7b hf fits comfortably in your 24 GB Mac using Q8_0 quantization, using 35% of your RAM.
~20 tok/s
Q8_0 · 8.4 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 8.4 GB | ~20 tok/s | ✓ |
| Q6_K | 6.6 GB | ~27 tok/s | ✓ |
| Q5_K_M | 5.8 GB | ~31 tok/s | ✓ |
| Q4_K_M | 5.1 GB | ~37 tok/s | ✓ |
| Q3_K_M | 4.4 GB | ~44 tok/s | ✓ |
| Q2_K | 3.6 GB | ~57 tok/s | ✓ |
Minimum Mac
MacBook Air — M1 16GB
Q8_0 · ~5 tok/s · 52% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 16GB | Q8_0 | ~5 | 52% | |
| MacBook Air · M2 16GB | Q8_0 | ~7 | 52% | |
| MacBook Air · M3 16GB | Q8_0 | ~7 | 52% | |
| MacBook Air · M4 16GB | Q8_0 | ~9 | 52% | |
| MacBook Air · M5 16GB | Q8_0 | ~11 | 52% | |
| MacBook Air · M6 16GB | Q8_0 | ~15 | 52% | |
| MacBook Pro 14" · M1 Pro 16GB | Q8_0 | ~15 | 52% | |
| MacBook Pro 14" · M2 Pro 16GB | Q8_0 | ~15 | 52% | |
| MacBook Pro 14" · M5 16GB | Q8_0 | ~11 | 52% | |
| MacBook Pro 14" · M6 16GB | Q8_0 | ~15 | 52% | |
| MacBook Pro 16" · M1 Pro 16GB | Q8_0 | ~15 | 52% | |
| MacBook Pro 16" · M2 Pro 16GB | Q8_0 | ~15 | 52% | |
| Mac Mini · M1 16GB | Q8_0 | ~5 | 52% | |
| Mac Mini · M2 16GB | Q8_0 | ~7 | 52% | |
| Mac Mini · M2 Pro 16GB | Q8_0 | ~15 | 52% | |
| Mac Mini · M4 16GB | Q8_0 | ~9 | 52% | |
| Mac Mini · M6 16GB | Q8_0 | ~15 | 52% | |
| iMac · M1 16GB | Q8_0 | ~5 | 52% | |
| iMac · M3 16GB | Q8_0 | ~7 | 52% | |
| iMac · M4 16GB | Q8_0 | ~9 | 52% | |
| iMac · M6 16GB | Q8_0 | ~15 | 52% | |
| MacBook Pro 14" · M3 Pro 18GB | Q8_0 | ~11 | 47% | |
| MacBook Pro 16" · M3 Pro 18GB | Q8_0 | ~11 | 47% | |
| MacBook Air · M2 24GB | Q8_0 | ~7 | 35% | |
| MacBook Air · M3 24GB | Q8_0 | ~7 | 35% | |
| MacBook Air · M4 24GB | Q8_0 | ~9 | 35% | |
| MacBook Air · M5 24GB | Q8_0 | ~11 | 35% | |
| MacBook Air · M6 24GB | Q8_0 | ~15 | 35% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~20 | 35% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~11 | 35% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~23 | 35% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~15 | 35% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~30 | 35% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~20 | 35% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~23 | 35% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~30 | 35% | |
| Mac Mini · M2 24GB | Q8_0 | ~7 | 35% | |
| Mac Mini · M4 24GB | Q8_0 | ~9 | 35% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~20 | 35% | |
| Mac Mini · M6 24GB | Q8_0 | ~15 | 35% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~30 | 35% | |
| iMac · M3 24GB | Q8_0 | ~7 | 35% | |
| iMac · M4 24GB | Q8_0 | ~9 | 35% | |
| iMac · M6 24GB | Q8_0 | ~15 | 35% | |
| MacBook Air · M4 32GB | Q8_0 | ~9 | 26% | |
| MacBook Air · M5 32GB | Q8_0 | ~11 | 26% | |
| MacBook Air · M6 32GB | Q8_0 | ~15 | 26% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~15 | 26% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~15 | 26% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~11 | 26% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~15 | 26% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~15 | 26% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~30 | 26% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~15 | 26% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~30 | 26% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~15 | 26% | |
| Mac Mini · M4 32GB | Q8_0 | ~9 | 26% | |
| Mac Mini · M6 32GB | Q8_0 | ~15 | 26% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~30 | 26% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~30 | 26% | |
| iMac · M4 32GB | Q8_0 | ~9 | 26% | |
| iMac · M6 32GB | Q8_0 | ~15 | 26% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~11 | 23% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~46 | 23% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~11 | 23% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~30 | 23% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~41 | 23% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~46 | 23% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~41 | 23% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~20 | 17% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~23 | 17% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~46 | 17% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~30 | 17% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~68 | 17% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~30 | 17% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~20 | 17% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~41 | 17% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~23 | 17% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~46 | 17% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~30 | 17% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~68 | 17% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~20 | 17% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~30 | 17% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~68 | 17% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~23 | 13% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~46 | 13% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~30 | 13% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~68 | 13% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~30 | 13% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~30 | 13% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~30 | 13% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~41 | 13% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~46 | 13% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~30 | 13% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~68 | 13% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~30 | 13% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~30 | 13% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~59 | 13% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~30 | 13% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~59 | 13% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~41 | 13% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~68 | 13% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~30 | 9% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~30 | 9% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~30 | 9% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~59 | 9% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~59 | 9% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~46 | 7% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~68 | 7% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~30 | 7% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~41 | 7% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~46 | 7% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~68 | 7% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~59 | 7% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~59 | 7% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~41 | 7% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~61 | 7% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~68 | 7% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~59 | 7% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~61 | 7% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~68 | 4% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~68 | 4% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~137 | 4% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~59 | 4% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~61 | 4% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~68 | 4% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~137 | 4% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~59 | 4% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~61 | 4% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~137 | 4% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~137 | 3% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~61 | 3% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~137 | 3% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~61 | 3% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~137 | 3% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~137 | 2% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~137 | 2% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~137 | 2% | |
| MacBook Air · M1 8GB | Q5_K_M | ~8 | 72% | |
| MacBook Air · M2 8GB | Q5_K_M | ~11 | 72% | |
| MacBook Air · M3 8GB | Q5_K_M | ~11 | 72% | |
| Mac Mini · M1 8GB | Q5_K_M | ~8 | 72% | |
| Mac Mini · M2 8GB | Q5_K_M | ~11 | 72% | |
| iMac · M1 8GB | Q5_K_M | ~8 | 72% | |
| iMac · M3 8GB | Q5_K_M | ~11 | 72% |
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