Coding model by Alibaba · 14.77B parameters
Qwen2.5 Coder 14B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 71% of your RAM.
~10 tok/s
Q8_0 · 17.0 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 17.0 GB | ~10 tok/s | ✓ |
| Q6_K | 13.3 GB | ~13 tok/s | ✓ |
| Q5_K_M | 11.5 GB | ~15 tok/s | ✓ |
| Q4_K_M | 10.0 GB | ~18 tok/s | ✓ |
| Q3_K_M | 8.6 GB | ~21 tok/s | ✓ |
| Q2_K | 6.9 GB | ~27 tok/s | ✓ |
GGUF Sources
Minimum Mac
MacBook Pro 14" — M3 Pro 18GB
Q6_K · ~7 tok/s · 74% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Pro 14" · M3 Pro 18GB | Q6_K | ~7 | 74% | |
| MacBook Pro 16" · M3 Pro 18GB | Q6_K | ~7 | 74% | |
| MacBook Air · M2 24GB | Q8_0 | ~4 | 71% | |
| MacBook Air · M3 24GB | Q8_0 | ~4 | 71% | |
| MacBook Air · M4 24GB | Q8_0 | ~4 | 71% | |
| MacBook Air · M5 24GB | Q8_0 | ~5 | 71% | |
| MacBook Air · M6 24GB | Q8_0 | ~7 | 71% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~10 | 71% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~5 | 71% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~11 | 71% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~7 | 71% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~15 | 71% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~10 | 71% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~11 | 71% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~15 | 71% | |
| Mac Mini · M2 24GB | Q8_0 | ~4 | 71% | |
| Mac Mini · M4 24GB | Q8_0 | ~4 | 71% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~10 | 71% | |
| Mac Mini · M6 24GB | Q8_0 | ~7 | 71% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~15 | 71% | |
| iMac · M3 24GB | Q8_0 | ~4 | 71% | |
| iMac · M4 24GB | Q8_0 | ~4 | 71% | |
| iMac · M6 24GB | Q8_0 | ~7 | 71% | |
| MacBook Air · M4 32GB | Q8_0 | ~4 | 53% | |
| MacBook Air · M5 32GB | Q8_0 | ~5 | 53% | |
| MacBook Air · M6 32GB | Q8_0 | ~7 | 53% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~7 | 53% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~7 | 53% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~5 | 53% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~7 | 53% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~7 | 53% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~14 | 53% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~7 | 53% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~14 | 53% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~7 | 53% | |
| Mac Mini · M4 32GB | Q8_0 | ~4 | 53% | |
| Mac Mini · M6 32GB | Q8_0 | ~7 | 53% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~14 | 53% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~14 | 53% | |
| iMac · M4 32GB | Q8_0 | ~4 | 53% | |
| iMac · M6 32GB | Q8_0 | ~7 | 53% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~5 | 47% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~22 | 47% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~5 | 47% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~14 | 47% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~19 | 47% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~22 | 47% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~19 | 47% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~10 | 35% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~11 | 35% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~22 | 35% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~15 | 35% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~33 | 35% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~14 | 35% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~10 | 35% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~19 | 35% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~11 | 35% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~22 | 35% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~15 | 35% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~33 | 35% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~10 | 35% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~15 | 35% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~33 | 35% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~11 | 27% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~22 | 27% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~15 | 27% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~33 | 27% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~14 | 27% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~14 | 27% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~14 | 27% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~19 | 27% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~22 | 27% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~15 | 27% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~33 | 27% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~15 | 27% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~14 | 27% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~28 | 27% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~14 | 27% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~28 | 27% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~19 | 27% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~33 | 27% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~14 | 18% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~14 | 18% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~14 | 18% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~28 | 18% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~28 | 18% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~22 | 13% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~33 | 13% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~14 | 13% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~19 | 13% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~22 | 13% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~33 | 13% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~28 | 13% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~28 | 13% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~19 | 13% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~29 | 13% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~33 | 13% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~28 | 13% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~29 | 13% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~33 | 9% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~33 | 9% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~65 | 9% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~28 | 9% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~29 | 9% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~33 | 9% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~65 | 9% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~28 | 9% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~29 | 9% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~65 | 9% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~65 | 7% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~29 | 7% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~65 | 7% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~29 | 7% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~65 | 7% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~65 | 4% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~65 | 4% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~65 | 4% | |
| MacBook Air · M1 16GB | Q6_K | ~3 | 83% | |
| MacBook Air · M2 16GB | Q6_K | ~5 | 83% | |
| MacBook Air · M3 16GB | Q6_K | ~5 | 83% | |
| MacBook Air · M4 16GB | Q6_K | ~6 | 83% | |
| MacBook Air · M5 16GB | Q6_K | ~7 | 83% | |
| MacBook Air · M6 16GB | Q6_K | ~9 | 83% | |
| MacBook Pro 14" · M1 Pro 16GB | Q6_K | ~9 | 83% | |
| MacBook Pro 14" · M2 Pro 16GB | Q6_K | ~9 | 83% | |
| MacBook Pro 14" · M5 16GB | Q6_K | ~7 | 83% | |
| MacBook Pro 14" · M6 16GB | Q6_K | ~9 | 83% | |
| MacBook Pro 16" · M1 Pro 16GB | Q6_K | ~9 | 83% | |
| MacBook Pro 16" · M2 Pro 16GB | Q6_K | ~9 | 83% | |
| Mac Mini · M1 16GB | Q6_K | ~3 | 83% | |
| Mac Mini · M2 16GB | Q6_K | ~5 | 83% | |
| Mac Mini · M2 Pro 16GB | Q6_K | ~9 | 83% | |
| Mac Mini · M4 16GB | Q6_K | ~6 | 83% | |
| Mac Mini · M6 16GB | Q6_K | ~9 | 83% | |
| iMac · M1 16GB | Q6_K | ~3 | 83% | |
| iMac · M3 16GB | Q6_K | ~5 | 83% | |
| iMac · M4 16GB | Q6_K | ~6 | 83% | |
| iMac · M6 16GB | Q6_K | ~9 | 83% | |
| MacBook Air · M1 8GB | — | — | 87% | |
| MacBook Air · M2 8GB | — | — | 87% | |
| MacBook Air · M3 8GB | — | — | 87% | |
| Mac Mini · M1 8GB | — | — | 87% | |
| Mac Mini · M2 8GB | — | — | 87% | |
| iMac · M1 8GB | — | — | 87% | |
| iMac · M3 8GB | — | — | 87% |
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