General model by aoxo · 32.15B parameters
sarvam 30b uncensored can run but will be tight at 75% of RAM. Consider a lower quantization or closing other apps.
~103 tok/s
Q3_K_M · 18.0 GB
Alternative: Q2_K (14.5 GB, ~134 tok/s)
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 | 36.4 GB | ~47 tok/s | ✗ |
| Q6_K | 28.3 GB | ~62 tok/s | ✗ |
| Q5_K_M | 24.5 GB | ~73 tok/s | ✗ |
| Q4_K_M | 21.3 GB | ~85 tok/s | ✗ |
| Q3_K_M Recommended | 18.0 GB | ~103 tok/s | ✓ |
| Q2_K | 14.5 GB | ~134 tok/s | ✓ |
Minimum Mac
MacBook Pro 14" — M3 Pro 36GB
Q6_K · ~34 tok/s · 79% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Pro 14" · M3 Pro 36GB | Q6_K | ~34 | 79% | |
| MacBook Pro 14" · M5 Max 36GB | Q6_K | ~139 | 79% | |
| MacBook Pro 16" · M3 Pro 36GB | Q6_K | ~34 | 79% | |
| MacBook Pro 16" · M3 Max 36GB | Q6_K | ~90 | 79% | |
| MacBook Pro 16" · M4 Max 36GB | Q6_K | ~124 | 79% | |
| MacBook Pro 16" · M5 Max 36GB | Q6_K | ~139 | 79% | |
| Mac Studio · M4 Max 36GB | Q6_K | ~124 | 79% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~47 | 76% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~53 | 76% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~106 | 76% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~71 | 76% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~159 | 76% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~69 | 76% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~47 | 76% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~94 | 76% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~53 | 76% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~106 | 76% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~71 | 76% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~159 | 76% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~47 | 76% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~71 | 76% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~159 | 76% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~53 | 57% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~106 | 57% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~71 | 57% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~159 | 57% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~69 | 57% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~69 | 57% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~69 | 57% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~94 | 57% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~106 | 57% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~71 | 57% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~159 | 57% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~71 | 57% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~69 | 57% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~138 | 57% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~69 | 57% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~138 | 57% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~94 | 57% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~159 | 57% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~69 | 38% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~69 | 38% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~69 | 38% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~138 | 38% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~138 | 38% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~106 | 28% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~159 | 28% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~69 | 28% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~94 | 28% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~106 | 28% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~159 | 28% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~138 | 28% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~138 | 28% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~94 | 28% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~141 | 28% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~159 | 28% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~138 | 28% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~141 | 28% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~159 | 19% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~159 | 19% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~318 | 19% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~138 | 19% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~141 | 19% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~159 | 19% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~318 | 19% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~138 | 19% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~141 | 19% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~318 | 19% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~318 | 14% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~141 | 14% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~318 | 14% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~141 | 14% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~318 | 14% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~318 | 9% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~318 | 9% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~318 | 9% | |
| MacBook Pro 14" · M3 Pro 18GB | Q2_K | ~73 | 81% | |
| MacBook Pro 16" · M3 Pro 18GB | Q2_K | ~73 | 81% | |
| MacBook Air · M2 24GB | Q3_K_M | ~38 | 75% | |
| MacBook Air · M3 24GB | Q3_K_M | ~38 | 75% | |
| MacBook Air · M4 24GB | Q3_K_M | ~45 | 75% | |
| MacBook Air · M5 24GB | Q3_K_M | ~58 | 75% | |
| MacBook Air · M6 24GB | Q3_K_M | ~77 | 75% | |
| MacBook Pro 14" · M4 Pro 24GB | Q3_K_M | ~103 | 75% | |
| MacBook Pro 14" · M5 24GB | Q3_K_M | ~58 | 75% | |
| MacBook Pro 14" · M5 Pro 24GB | Q3_K_M | ~116 | 75% | |
| MacBook Pro 14" · M6 24GB | Q3_K_M | ~77 | 75% | |
| MacBook Pro 14" · M6 Pro 24GB | Q3_K_M | ~155 | 75% | |
| MacBook Pro 16" · M4 Pro 24GB | Q3_K_M | ~103 | 75% | |
| MacBook Pro 16" · M5 Pro 24GB | Q3_K_M | ~116 | 75% | |
| MacBook Pro 16" · M6 Pro 24GB | Q3_K_M | ~155 | 75% | |
| Mac Mini · M2 24GB | Q3_K_M | ~38 | 75% | |
| Mac Mini · M4 24GB | Q3_K_M | ~45 | 75% | |
| Mac Mini · M4 Pro 24GB | Q3_K_M | ~103 | 75% | |
| Mac Mini · M6 24GB | Q3_K_M | ~77 | 75% | |
| Mac Mini · M6 Pro 24GB | Q3_K_M | ~155 | 75% | |
| iMac · M3 24GB | Q3_K_M | ~38 | 75% | |
| iMac · M4 24GB | Q3_K_M | ~45 | 75% | |
| iMac · M6 24GB | Q3_K_M | ~77 | 75% | |
| MacBook Air · M4 32GB | Q5_K_M | ~32 | 76% | |
| MacBook Air · M5 32GB | Q5_K_M | ~41 | 76% | |
| MacBook Air · M6 32GB | Q5_K_M | ~54 | 76% | |
| MacBook Pro 14" · M1 Pro 32GB | Q5_K_M | ~53 | 76% | |
| MacBook Pro 14" · M2 Pro 32GB | Q5_K_M | ~53 | 76% | |
| MacBook Pro 14" · M5 32GB | Q5_K_M | ~41 | 76% | |
| MacBook Pro 14" · M6 32GB | Q5_K_M | ~54 | 76% | |
| MacBook Pro 16" · M1 Pro 32GB | Q5_K_M | ~53 | 76% | |
| MacBook Pro 16" · M1 Max 32GB | Q5_K_M | ~106 | 76% | |
| MacBook Pro 16" · M2 Pro 32GB | Q5_K_M | ~53 | 76% | |
| MacBook Pro 16" · M2 Max 32GB | Q5_K_M | ~106 | 76% | |
| Mac Mini · M2 Pro 32GB | Q5_K_M | ~53 | 76% | |
| Mac Mini · M4 32GB | Q5_K_M | ~32 | 76% | |
| Mac Mini · M6 32GB | Q5_K_M | ~54 | 76% | |
| Mac Studio · M1 Max 32GB | Q5_K_M | ~106 | 76% | |
| Mac Studio · M2 Max 32GB | Q5_K_M | ~106 | 76% | |
| iMac · M4 32GB | Q5_K_M | ~32 | 76% | |
| iMac · M6 32GB | Q5_K_M | ~54 | 76% | |
| MacBook Air · M1 8GB | — | — | 181% | |
| MacBook Air · M2 8GB | — | — | 181% | |
| MacBook Air · M3 8GB | — | — | 181% | |
| Mac Mini · M1 8GB | — | — | 181% | |
| Mac Mini · M2 8GB | — | — | 181% | |
| iMac · M1 8GB | — | — | 181% | |
| iMac · M3 8GB | — | — | 181% | |
| MacBook Air · M1 16GB | — | — | 91% | |
| MacBook Air · M2 16GB | — | — | 91% | |
| MacBook Air · M3 16GB | — | — | 91% | |
| MacBook Air · M4 16GB | — | — | 91% | |
| MacBook Air · M5 16GB | — | — | 91% | |
| MacBook Air · M6 16GB | — | — | 91% | |
| MacBook Pro 14" · M1 Pro 16GB | — | — | 91% | |
| MacBook Pro 14" · M2 Pro 16GB | — | — | 91% | |
| MacBook Pro 14" · M5 16GB | — | — | 91% | |
| MacBook Pro 14" · M6 16GB | — | — | 91% | |
| MacBook Pro 16" · M1 Pro 16GB | — | — | 91% | |
| MacBook Pro 16" · M2 Pro 16GB | — | — | 91% | |
| Mac Mini · M1 16GB | — | — | 91% | |
| Mac Mini · M2 16GB | — | — | 91% | |
| Mac Mini · M2 Pro 16GB | — | — | 91% | |
| Mac Mini · M4 16GB | — | — | 91% | |
| Mac Mini · M6 16GB | — | — | 91% | |
| iMac · M1 16GB | — | — | 91% | |
| iMac · M3 16GB | — | — | 91% | |
| iMac · M4 16GB | — | — | 91% | |
| iMac · M6 16GB | — | — | 91% |
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