Coding model by redhatai · 15.71B parameters
DeepSeek Coder V2 Lite Instruct FP8 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 75% of your RAM.
~65 tok/s
Q8_0 · 18.0 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 18.0 GB | ~65 tok/s | ✓ |
| Q6_K | 14.1 GB | ~86 tok/s | ✓ |
| Q5_K_M | 12.2 GB | ~101 tok/s | ✓ |
| Q4_K_M | 10.6 GB | ~119 tok/s | ✓ |
| Q3_K_M | 9.1 GB | ~143 tok/s | ✓ |
| Q2_K | 7.3 GB | ~186 tok/s | ✓ |
Minimum Mac
MacBook Pro 14" — M3 Pro 18GB
Q6_K · ~47 tok/s · 78% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Pro 14" · M3 Pro 18GB | Q6_K | ~47 | 78% | |
| MacBook Pro 16" · M3 Pro 18GB | Q6_K | ~47 | 78% | |
| MacBook Air · M2 24GB | Q8_0 | ~24 | 75% | |
| MacBook Air · M3 24GB | Q8_0 | ~24 | 75% | |
| MacBook Air · M4 24GB | Q8_0 | ~29 | 75% | |
| MacBook Air · M5 24GB | Q8_0 | ~37 | 75% | |
| MacBook Air · M6 24GB | Q8_0 | ~49 | 75% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~65 | 75% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~37 | 75% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~74 | 75% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~49 | 75% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~98 | 75% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~65 | 75% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~74 | 75% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~98 | 75% | |
| Mac Mini · M2 24GB | Q8_0 | ~24 | 75% | |
| Mac Mini · M4 24GB | Q8_0 | ~29 | 75% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~65 | 75% | |
| Mac Mini · M6 24GB | Q8_0 | ~49 | 75% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~98 | 75% | |
| iMac · M3 24GB | Q8_0 | ~24 | 75% | |
| iMac · M4 24GB | Q8_0 | ~29 | 75% | |
| iMac · M6 24GB | Q8_0 | ~49 | 75% | |
| MacBook Air · M4 32GB | Q8_0 | ~29 | 56% | |
| MacBook Air · M5 32GB | Q8_0 | ~37 | 56% | |
| MacBook Air · M6 32GB | Q8_0 | ~49 | 56% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~48 | 56% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~48 | 56% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~37 | 56% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~49 | 56% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~48 | 56% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~96 | 56% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~48 | 56% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~96 | 56% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~48 | 56% | |
| Mac Mini · M4 32GB | Q8_0 | ~29 | 56% | |
| Mac Mini · M6 32GB | Q8_0 | ~49 | 56% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~96 | 56% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~96 | 56% | |
| iMac · M4 32GB | Q8_0 | ~29 | 56% | |
| iMac · M6 32GB | Q8_0 | ~49 | 56% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~36 | 50% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~147 | 50% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~36 | 50% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~96 | 50% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~131 | 50% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~147 | 50% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~131 | 50% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~65 | 38% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~74 | 38% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~147 | 38% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~98 | 38% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~221 | 38% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~96 | 38% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~65 | 38% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~131 | 38% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~74 | 38% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~147 | 38% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~98 | 38% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~221 | 38% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~65 | 38% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~98 | 38% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~221 | 38% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~74 | 28% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~147 | 28% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~98 | 28% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~221 | 28% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~96 | 28% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~96 | 28% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~96 | 28% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~131 | 28% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~147 | 28% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~98 | 28% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~221 | 28% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~98 | 28% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~96 | 28% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~192 | 28% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~96 | 28% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~192 | 28% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~131 | 28% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~221 | 28% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~96 | 19% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~96 | 19% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~96 | 19% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~192 | 19% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~192 | 19% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~147 | 14% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~221 | 14% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~96 | 14% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~131 | 14% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~147 | 14% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~221 | 14% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~192 | 14% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~192 | 14% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~131 | 14% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~196 | 14% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~221 | 14% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~192 | 14% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~196 | 14% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~221 | 9% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~221 | 9% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~442 | 9% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~192 | 9% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~196 | 9% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~221 | 9% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~442 | 9% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~192 | 9% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~196 | 9% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~442 | 9% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~442 | 7% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~196 | 7% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~442 | 7% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~196 | 7% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~442 | 7% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~442 | 5% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~442 | 5% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~442 | 5% | |
| MacBook Air · M1 16GB | Q5_K_M | ~25 | 76% | |
| MacBook Air · M2 16GB | Q5_K_M | ~37 | 76% | |
| MacBook Air · M3 16GB | Q5_K_M | ~37 | 76% | |
| MacBook Air · M4 16GB | Q5_K_M | ~44 | 76% | |
| MacBook Air · M5 16GB | Q5_K_M | ~57 | 76% | |
| MacBook Air · M6 16GB | Q5_K_M | ~76 | 76% | |
| MacBook Pro 14" · M1 Pro 16GB | Q5_K_M | ~74 | 76% | |
| MacBook Pro 14" · M2 Pro 16GB | Q5_K_M | ~74 | 76% | |
| MacBook Pro 14" · M5 16GB | Q5_K_M | ~57 | 76% | |
| MacBook Pro 14" · M6 16GB | Q5_K_M | ~76 | 76% | |
| MacBook Pro 16" · M1 Pro 16GB | Q5_K_M | ~74 | 76% | |
| MacBook Pro 16" · M2 Pro 16GB | Q5_K_M | ~74 | 76% | |
| Mac Mini · M1 16GB | Q5_K_M | ~25 | 76% | |
| Mac Mini · M2 16GB | Q5_K_M | ~37 | 76% | |
| Mac Mini · M2 Pro 16GB | Q5_K_M | ~74 | 76% | |
| Mac Mini · M4 16GB | Q5_K_M | ~44 | 76% | |
| Mac Mini · M6 16GB | Q5_K_M | ~76 | 76% | |
| iMac · M1 16GB | Q5_K_M | ~25 | 76% | |
| iMac · M3 16GB | Q5_K_M | ~37 | 76% | |
| iMac · M4 16GB | Q5_K_M | ~44 | 76% | |
| iMac · M6 16GB | Q5_K_M | ~76 | 76% | |
| MacBook Air · M1 8GB | — | — | 92% | |
| MacBook Air · M2 8GB | — | — | 92% | |
| MacBook Air · M3 8GB | — | — | 92% | |
| Mac Mini · M1 8GB | — | — | 92% | |
| Mac Mini · M2 8GB | — | — | 92% | |
| iMac · M1 8GB | — | — | 92% | |
| iMac · M3 8GB | — | — | 92% |
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