Coding model by defog · 6.74B parameters
sqlcoder 7b 2 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 33% of your RAM.
~21 tok/s
Q8_0 · 8.0 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 8.0 GB | ~21 tok/s | ✓ |
| Q6_K | 6.3 GB | ~28 tok/s | ✓ |
| Q5_K_M | 5.5 GB | ~33 tok/s | ✓ |
| Q4_K_M | 4.9 GB | ~38 tok/s | ✓ |
| Q3_K_M | 4.2 GB | ~46 tok/s | ✓ |
| Q2_K | 3.4 GB | ~60 tok/s | ✓ |
GGUF Sources
Minimum Mac
MacBook Air — M1 8GB
Q6_K · ~7 tok/s · 79% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 8GB | Q6_K | ~7 | 79% | |
| MacBook Air · M2 8GB | Q6_K | ~10 | 79% | |
| MacBook Air · M3 8GB | Q6_K | ~10 | 79% | |
| Mac Mini · M1 8GB | Q6_K | ~7 | 79% | |
| Mac Mini · M2 8GB | Q6_K | ~10 | 79% | |
| iMac · M1 8GB | Q6_K | ~7 | 79% | |
| iMac · M3 8GB | Q6_K | ~10 | 79% | |
| MacBook Air · M1 16GB | Q8_0 | ~5 | 50% | |
| MacBook Air · M2 16GB | Q8_0 | ~8 | 50% | |
| MacBook Air · M3 16GB | Q8_0 | ~8 | 50% | |
| MacBook Air · M4 16GB | Q8_0 | ~9 | 50% | |
| MacBook Air · M5 16GB | Q8_0 | ~12 | 50% | |
| MacBook Air · M6 16GB | Q8_0 | ~16 | 50% | |
| MacBook Pro 14" · M1 Pro 16GB | Q8_0 | ~16 | 50% | |
| MacBook Pro 14" · M2 Pro 16GB | Q8_0 | ~16 | 50% | |
| MacBook Pro 14" · M5 16GB | Q8_0 | ~12 | 50% | |
| MacBook Pro 14" · M6 16GB | Q8_0 | ~16 | 50% | |
| MacBook Pro 16" · M1 Pro 16GB | Q8_0 | ~16 | 50% | |
| MacBook Pro 16" · M2 Pro 16GB | Q8_0 | ~16 | 50% | |
| Mac Mini · M1 16GB | Q8_0 | ~5 | 50% | |
| Mac Mini · M2 16GB | Q8_0 | ~8 | 50% | |
| Mac Mini · M2 Pro 16GB | Q8_0 | ~16 | 50% | |
| Mac Mini · M4 16GB | Q8_0 | ~9 | 50% | |
| Mac Mini · M6 16GB | Q8_0 | ~16 | 50% | |
| iMac · M1 16GB | Q8_0 | ~5 | 50% | |
| iMac · M3 16GB | Q8_0 | ~8 | 50% | |
| iMac · M4 16GB | Q8_0 | ~9 | 50% | |
| iMac · M6 16GB | Q8_0 | ~16 | 50% | |
| MacBook Pro 14" · M3 Pro 18GB | Q8_0 | ~12 | 45% | |
| MacBook Pro 16" · M3 Pro 18GB | Q8_0 | ~12 | 45% | |
| MacBook Air · M2 24GB | Q8_0 | ~8 | 33% | |
| MacBook Air · M3 24GB | Q8_0 | ~8 | 33% | |
| MacBook Air · M4 24GB | Q8_0 | ~9 | 33% | |
| MacBook Air · M5 24GB | Q8_0 | ~12 | 33% | |
| MacBook Air · M6 24GB | Q8_0 | ~16 | 33% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~21 | 33% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~12 | 33% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~24 | 33% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~16 | 33% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~32 | 33% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~21 | 33% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~24 | 33% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~32 | 33% | |
| Mac Mini · M2 24GB | Q8_0 | ~8 | 33% | |
| Mac Mini · M4 24GB | Q8_0 | ~9 | 33% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~21 | 33% | |
| Mac Mini · M6 24GB | Q8_0 | ~16 | 33% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~32 | 33% | |
| iMac · M3 24GB | Q8_0 | ~8 | 33% | |
| iMac · M4 24GB | Q8_0 | ~9 | 33% | |
| iMac · M6 24GB | Q8_0 | ~16 | 33% | |
| MacBook Air · M4 32GB | Q8_0 | ~9 | 25% | |
| MacBook Air · M5 32GB | Q8_0 | ~12 | 25% | |
| MacBook Air · M6 32GB | Q8_0 | ~16 | 25% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~16 | 25% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~16 | 25% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~12 | 25% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~16 | 25% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~16 | 25% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~31 | 25% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~16 | 25% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~31 | 25% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~16 | 25% | |
| Mac Mini · M4 32GB | Q8_0 | ~9 | 25% | |
| Mac Mini · M6 32GB | Q8_0 | ~16 | 25% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~31 | 25% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~31 | 25% | |
| iMac · M4 32GB | Q8_0 | ~9 | 25% | |
| iMac · M6 32GB | Q8_0 | ~16 | 25% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~12 | 22% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~48 | 22% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~12 | 22% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~31 | 22% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~42 | 22% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~48 | 22% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~42 | 22% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~21 | 17% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~24 | 17% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~48 | 17% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~32 | 17% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~72 | 17% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~31 | 17% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~21 | 17% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~42 | 17% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~24 | 17% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~48 | 17% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~32 | 17% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~72 | 17% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~21 | 17% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~32 | 17% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~72 | 17% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~24 | 13% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~48 | 13% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~32 | 13% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~72 | 13% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~31 | 13% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~31 | 13% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~31 | 13% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~42 | 13% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~48 | 13% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~32 | 13% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~72 | 13% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~32 | 13% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~31 | 13% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~62 | 13% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~31 | 13% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~62 | 13% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~42 | 13% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~72 | 13% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~31 | 8% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~31 | 8% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~31 | 8% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~62 | 8% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~62 | 8% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~48 | 6% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~72 | 6% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~31 | 6% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~42 | 6% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~48 | 6% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~72 | 6% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~62 | 6% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~62 | 6% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~42 | 6% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~64 | 6% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~72 | 6% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~62 | 6% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~64 | 6% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~72 | 4% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~72 | 4% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~143 | 4% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~62 | 4% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~64 | 4% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~72 | 4% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~143 | 4% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~62 | 4% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~64 | 4% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~143 | 4% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~143 | 3% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~64 | 3% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~143 | 3% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~64 | 3% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~143 | 3% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~143 | 2% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~143 | 2% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~143 | 2% |
ToolPiper downloads, manages, and runs models with one click. Apple Silicon optimized.
Get ToolPiper — Free