General model by aidc-ai · 31.38B parameters
Ovis2.6 30B A3B can run but will be tight at 73% of RAM. Consider a lower quantization or closing other apps.
~91 tok/s
Q3_K_M · 17.6 GB
Alternative: Q2_K (14.2 GB, ~118 tok/s)
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 | 35.5 GB | ~42 tok/s | ✗ |
| Q6_K | 27.7 GB | ~55 tok/s | ✗ |
| Q5_K_M | 23.9 GB | ~64 tok/s | ✗ |
| Q4_K_M | 20.8 GB | ~75 tok/s | ✗ |
| Q3_K_M Recommended | 17.6 GB | ~91 tok/s | ✓ |
| Q2_K | 14.2 GB | ~118 tok/s | ✓ |
Minimum Mac
MacBook Pro 14" — M3 Pro 36GB
Q6_K · ~30 tok/s · 77% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Pro 14" · M3 Pro 36GB | Q6_K | ~30 | 77% | |
| MacBook Pro 14" · M5 Max 36GB | Q6_K | ~123 | 77% | |
| MacBook Pro 16" · M3 Pro 36GB | Q6_K | ~30 | 77% | |
| MacBook Pro 16" · M3 Max 36GB | Q6_K | ~80 | 77% | |
| MacBook Pro 16" · M4 Max 36GB | Q6_K | ~109 | 77% | |
| MacBook Pro 16" · M5 Max 36GB | Q6_K | ~123 | 77% | |
| Mac Studio · M4 Max 36GB | Q6_K | ~109 | 77% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~42 | 74% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~47 | 74% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~94 | 74% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~63 | 74% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~141 | 74% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~61 | 74% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~42 | 74% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~83 | 74% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~47 | 74% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~94 | 74% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~63 | 74% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~141 | 74% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~42 | 74% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~63 | 74% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~141 | 74% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~47 | 55% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~94 | 55% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~63 | 55% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~141 | 55% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~61 | 55% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~61 | 55% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~61 | 55% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~83 | 55% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~94 | 55% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~63 | 55% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~141 | 55% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~63 | 55% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~61 | 55% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~122 | 55% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~61 | 55% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~122 | 55% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~83 | 55% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~141 | 55% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~61 | 37% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~61 | 37% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~61 | 37% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~122 | 37% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~122 | 37% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~94 | 28% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~141 | 28% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~61 | 28% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~83 | 28% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~94 | 28% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~141 | 28% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~122 | 28% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~122 | 28% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~83 | 28% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~125 | 28% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~141 | 28% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~122 | 28% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~125 | 28% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~141 | 18% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~141 | 18% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~281 | 18% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~122 | 18% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~125 | 18% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~141 | 18% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~281 | 18% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~122 | 18% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~125 | 18% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~281 | 18% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~281 | 14% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~125 | 14% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~281 | 14% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~125 | 14% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~281 | 14% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~281 | 9% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~281 | 9% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~281 | 9% | |
| MacBook Pro 14" · M3 Pro 18GB | Q2_K | ~65 | 79% | |
| MacBook Pro 16" · M3 Pro 18GB | Q2_K | ~65 | 79% | |
| MacBook Air · M2 24GB | Q3_K_M | ~33 | 73% | |
| MacBook Air · M3 24GB | Q3_K_M | ~33 | 73% | |
| MacBook Air · M4 24GB | Q3_K_M | ~40 | 73% | |
| MacBook Air · M5 24GB | Q3_K_M | ~51 | 73% | |
| MacBook Air · M6 24GB | Q3_K_M | ~68 | 73% | |
| MacBook Pro 14" · M4 Pro 24GB | Q3_K_M | ~91 | 73% | |
| MacBook Pro 14" · M5 24GB | Q3_K_M | ~51 | 73% | |
| MacBook Pro 14" · M5 Pro 24GB | Q3_K_M | ~102 | 73% | |
| MacBook Pro 14" · M6 24GB | Q3_K_M | ~68 | 73% | |
| MacBook Pro 14" · M6 Pro 24GB | Q3_K_M | ~137 | 73% | |
| MacBook Pro 16" · M4 Pro 24GB | Q3_K_M | ~91 | 73% | |
| MacBook Pro 16" · M5 Pro 24GB | Q3_K_M | ~102 | 73% | |
| MacBook Pro 16" · M6 Pro 24GB | Q3_K_M | ~137 | 73% | |
| Mac Mini · M2 24GB | Q3_K_M | ~33 | 73% | |
| Mac Mini · M4 24GB | Q3_K_M | ~40 | 73% | |
| Mac Mini · M4 Pro 24GB | Q3_K_M | ~91 | 73% | |
| Mac Mini · M6 24GB | Q3_K_M | ~68 | 73% | |
| Mac Mini · M6 Pro 24GB | Q3_K_M | ~137 | 73% | |
| iMac · M3 24GB | Q3_K_M | ~33 | 73% | |
| iMac · M4 24GB | Q3_K_M | ~40 | 73% | |
| iMac · M6 24GB | Q3_K_M | ~68 | 73% | |
| MacBook Air · M4 32GB | Q5_K_M | ~28 | 75% | |
| MacBook Air · M5 32GB | Q5_K_M | ~36 | 75% | |
| MacBook Air · M6 32GB | Q5_K_M | ~48 | 75% | |
| MacBook Pro 14" · M1 Pro 32GB | Q5_K_M | ~47 | 75% | |
| MacBook Pro 14" · M2 Pro 32GB | Q5_K_M | ~47 | 75% | |
| MacBook Pro 14" · M5 32GB | Q5_K_M | ~36 | 75% | |
| MacBook Pro 14" · M6 32GB | Q5_K_M | ~48 | 75% | |
| MacBook Pro 16" · M1 Pro 32GB | Q5_K_M | ~47 | 75% | |
| MacBook Pro 16" · M1 Max 32GB | Q5_K_M | ~94 | 75% | |
| MacBook Pro 16" · M2 Pro 32GB | Q5_K_M | ~47 | 75% | |
| MacBook Pro 16" · M2 Max 32GB | Q5_K_M | ~94 | 75% | |
| Mac Mini · M2 Pro 32GB | Q5_K_M | ~47 | 75% | |
| Mac Mini · M4 32GB | Q5_K_M | ~28 | 75% | |
| Mac Mini · M6 32GB | Q5_K_M | ~48 | 75% | |
| Mac Studio · M1 Max 32GB | Q5_K_M | ~94 | 75% | |
| Mac Studio · M2 Max 32GB | Q5_K_M | ~94 | 75% | |
| iMac · M4 32GB | Q5_K_M | ~28 | 75% | |
| iMac · M6 32GB | Q5_K_M | ~48 | 75% | |
| MacBook Air · M1 8GB | — | — | 177% | |
| MacBook Air · M2 8GB | — | — | 177% | |
| MacBook Air · M3 8GB | — | — | 177% | |
| Mac Mini · M1 8GB | — | — | 177% | |
| Mac Mini · M2 8GB | — | — | 177% | |
| iMac · M1 8GB | — | — | 177% | |
| iMac · M3 8GB | — | — | 177% | |
| MacBook Air · M1 16GB | — | — | 89% | |
| MacBook Air · M2 16GB | — | — | 89% | |
| MacBook Air · M3 16GB | — | — | 89% | |
| MacBook Air · M4 16GB | — | — | 89% | |
| MacBook Air · M5 16GB | — | — | 89% | |
| MacBook Air · M6 16GB | — | — | 89% | |
| MacBook Pro 14" · M1 Pro 16GB | — | — | 89% | |
| MacBook Pro 14" · M2 Pro 16GB | — | — | 89% | |
| MacBook Pro 14" · M5 16GB | — | — | 89% | |
| MacBook Pro 14" · M6 16GB | — | — | 89% | |
| MacBook Pro 16" · M1 Pro 16GB | — | — | 89% | |
| MacBook Pro 16" · M2 Pro 16GB | — | — | 89% | |
| Mac Mini · M1 16GB | — | — | 89% | |
| Mac Mini · M2 16GB | — | — | 89% | |
| Mac Mini · M2 Pro 16GB | — | — | 89% | |
| Mac Mini · M4 16GB | — | — | 89% | |
| Mac Mini · M6 16GB | — | — | 89% | |
| iMac · M1 16GB | — | — | 89% | |
| iMac · M3 16GB | — | — | 89% | |
| iMac · M4 16GB | — | — | 89% | |
| iMac · M6 16GB | — | — | 89% |
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