Coding model by cyankiwi · 14.44B parameters
Qwen3 Coder Next AWQ 4bit fits comfortably in your 24 GB Mac using Q8_0 quantization, using 69% of your RAM.
~144 tok/s
Q8_0 · 16.6 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 16.6 GB | ~144 tok/s | ✓ |
| Q6_K | 13.0 GB | ~190 tok/s | ✓ |
| Q5_K_M | 11.3 GB | ~223 tok/s | ✓ |
| Q4_K_M | 9.8 GB | ~261 tok/s | ✓ |
| Q3_K_M | 8.4 GB | ~316 tok/s | ✓ |
| Q2_K | 6.8 GB | ~410 tok/s | ✓ |
Minimum Mac
MacBook Air — M1 16GB
Q6_K · ~47 tok/s · 81% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 16GB | Q6_K | ~47 | 81% | |
| MacBook Air · M2 16GB | Q6_K | ~69 | 81% | |
| MacBook Air · M3 16GB | Q6_K | ~69 | 81% | |
| MacBook Air · M4 16GB | Q6_K | ~83 | 81% | |
| MacBook Air · M5 16GB | Q6_K | ~107 | 81% | |
| MacBook Air · M6 16GB | Q6_K | ~142 | 81% | |
| MacBook Pro 14" · M1 Pro 16GB | Q6_K | ~139 | 81% | |
| MacBook Pro 14" · M2 Pro 16GB | Q6_K | ~139 | 81% | |
| MacBook Pro 14" · M5 16GB | Q6_K | ~107 | 81% | |
| MacBook Pro 14" · M6 16GB | Q6_K | ~142 | 81% | |
| MacBook Pro 16" · M1 Pro 16GB | Q6_K | ~139 | 81% | |
| MacBook Pro 16" · M2 Pro 16GB | Q6_K | ~139 | 81% | |
| Mac Mini · M1 16GB | Q6_K | ~47 | 81% | |
| Mac Mini · M2 16GB | Q6_K | ~69 | 81% | |
| Mac Mini · M2 Pro 16GB | Q6_K | ~139 | 81% | |
| Mac Mini · M4 16GB | Q6_K | ~83 | 81% | |
| Mac Mini · M6 16GB | Q6_K | ~142 | 81% | |
| iMac · M1 16GB | Q6_K | ~47 | 81% | |
| iMac · M3 16GB | Q6_K | ~69 | 81% | |
| iMac · M4 16GB | Q6_K | ~83 | 81% | |
| iMac · M6 16GB | Q6_K | ~142 | 81% | |
| MacBook Pro 14" · M3 Pro 18GB | Q6_K | ~104 | 72% | |
| MacBook Pro 16" · M3 Pro 18GB | Q6_K | ~104 | 72% | |
| MacBook Air · M2 24GB | Q8_0 | ~53 | 69% | |
| MacBook Air · M3 24GB | Q8_0 | ~53 | 69% | |
| MacBook Air · M4 24GB | Q8_0 | ~63 | 69% | |
| MacBook Air · M5 24GB | Q8_0 | ~81 | 69% | |
| MacBook Air · M6 24GB | Q8_0 | ~108 | 69% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~144 | 69% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~81 | 69% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~162 | 69% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~108 | 69% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~217 | 69% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~144 | 69% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~162 | 69% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~217 | 69% | |
| Mac Mini · M2 24GB | Q8_0 | ~53 | 69% | |
| Mac Mini · M4 24GB | Q8_0 | ~63 | 69% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~144 | 69% | |
| Mac Mini · M6 24GB | Q8_0 | ~108 | 69% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~217 | 69% | |
| iMac · M3 24GB | Q8_0 | ~53 | 69% | |
| iMac · M4 24GB | Q8_0 | ~63 | 69% | |
| iMac · M6 24GB | Q8_0 | ~108 | 69% | |
| MacBook Air · M4 32GB | Q8_0 | ~63 | 52% | |
| MacBook Air · M5 32GB | Q8_0 | ~81 | 52% | |
| MacBook Air · M6 32GB | Q8_0 | ~108 | 52% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~106 | 52% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~106 | 52% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~81 | 52% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~108 | 52% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~106 | 52% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~212 | 52% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~106 | 52% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~212 | 52% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~106 | 52% | |
| Mac Mini · M4 32GB | Q8_0 | ~63 | 52% | |
| Mac Mini · M6 32GB | Q8_0 | ~108 | 52% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~212 | 52% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~212 | 52% | |
| iMac · M4 32GB | Q8_0 | ~63 | 52% | |
| iMac · M6 32GB | Q8_0 | ~108 | 52% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~79 | 46% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~325 | 46% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~79 | 46% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~212 | 46% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~289 | 46% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~325 | 46% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~289 | 46% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~144 | 35% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~162 | 35% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~325 | 35% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~217 | 35% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~487 | 35% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~212 | 35% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~144 | 35% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~289 | 35% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~162 | 35% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~325 | 35% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~217 | 35% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~487 | 35% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~144 | 35% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~217 | 35% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~487 | 35% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~162 | 26% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~325 | 26% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~217 | 26% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~487 | 26% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~212 | 26% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~212 | 26% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~212 | 26% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~289 | 26% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~325 | 26% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~217 | 26% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~487 | 26% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~217 | 26% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~212 | 26% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~423 | 26% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~212 | 26% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~423 | 26% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~289 | 26% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~487 | 26% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~212 | 17% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~212 | 17% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~212 | 17% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~423 | 17% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~423 | 17% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~325 | 13% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~487 | 13% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~212 | 13% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~289 | 13% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~325 | 13% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~487 | 13% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~423 | 13% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~423 | 13% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~289 | 13% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~433 | 13% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~487 | 13% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~423 | 13% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~433 | 13% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~487 | 9% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~487 | 9% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~975 | 9% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~423 | 9% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~433 | 9% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~487 | 9% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~975 | 9% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~423 | 9% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~433 | 9% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~975 | 9% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~975 | 6% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~433 | 6% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~975 | 6% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~433 | 6% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~975 | 6% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~975 | 4% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~975 | 4% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~975 | 4% | |
| MacBook Air · M1 8GB | — | — | 85% | |
| MacBook Air · M2 8GB | — | — | 85% | |
| MacBook Air · M3 8GB | — | — | 85% | |
| Mac Mini · M1 8GB | — | — | 85% | |
| Mac Mini · M2 8GB | — | — | 85% | |
| iMac · M1 8GB | — | — | 85% | |
| iMac · M3 8GB | — | — | 85% |
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