Coding model by Meta · 13.02B parameters · Released 2024-03-13
CodeLlama 13b Instruct hf fits comfortably in your 24 GB Mac using Q8_0 quantization, using 63% of your RAM.
~11 tok/s
Q8_0 · 15.0 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 15.0 GB | ~11 tok/s | ✓ |
| Q6_K | 11.8 GB | ~14 tok/s | ✓ |
| Q5_K_M | 10.2 GB | ~17 tok/s | ✓ |
| Q4_K_M | 8.9 GB | ~20 tok/s | ✓ |
| Q3_K_M | 7.6 GB | ~24 tok/s | ✓ |
| Q2_K | 6.2 GB | ~31 tok/s | ✓ |
GGUF Sources
Minimum Mac
MacBook Air — M1 16GB
Q6_K · ~4 tok/s · 74% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 16GB | Q6_K | ~4 | 74% | |
| MacBook Air · M2 16GB | Q6_K | ~5 | 74% | |
| MacBook Air · M3 16GB | Q6_K | ~5 | 74% | |
| MacBook Air · M4 16GB | Q6_K | ~6 | 74% | |
| MacBook Air · M5 16GB | Q6_K | ~8 | 74% | |
| MacBook Air · M6 16GB | Q6_K | ~11 | 74% | |
| MacBook Pro 14" · M1 Pro 16GB | Q6_K | ~11 | 74% | |
| MacBook Pro 14" · M2 Pro 16GB | Q6_K | ~11 | 74% | |
| MacBook Pro 14" · M5 16GB | Q6_K | ~8 | 74% | |
| MacBook Pro 14" · M6 16GB | Q6_K | ~11 | 74% | |
| MacBook Pro 16" · M1 Pro 16GB | Q6_K | ~11 | 74% | |
| MacBook Pro 16" · M2 Pro 16GB | Q6_K | ~11 | 74% | |
| Mac Mini · M1 16GB | Q6_K | ~4 | 74% | |
| Mac Mini · M2 16GB | Q6_K | ~5 | 74% | |
| Mac Mini · M2 Pro 16GB | Q6_K | ~11 | 74% | |
| Mac Mini · M4 16GB | Q6_K | ~6 | 74% | |
| Mac Mini · M6 16GB | Q6_K | ~11 | 74% | |
| iMac · M1 16GB | Q6_K | ~4 | 74% | |
| iMac · M3 16GB | Q6_K | ~5 | 74% | |
| iMac · M4 16GB | Q6_K | ~6 | 74% | |
| iMac · M6 16GB | Q6_K | ~11 | 74% | |
| MacBook Pro 14" · M3 Pro 18GB | Q8_0 | ~6 | 83% | |
| MacBook Pro 16" · M3 Pro 18GB | Q8_0 | ~6 | 83% | |
| MacBook Air · M2 24GB | Q8_0 | ~4 | 63% | |
| MacBook Air · M3 24GB | Q8_0 | ~4 | 63% | |
| MacBook Air · M4 24GB | Q8_0 | ~5 | 63% | |
| MacBook Air · M5 24GB | Q8_0 | ~6 | 63% | |
| MacBook Air · M6 24GB | Q8_0 | ~8 | 63% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~11 | 63% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~6 | 63% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~12 | 63% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~8 | 63% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~16 | 63% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~11 | 63% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~12 | 63% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~16 | 63% | |
| Mac Mini · M2 24GB | Q8_0 | ~4 | 63% | |
| Mac Mini · M4 24GB | Q8_0 | ~5 | 63% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~11 | 63% | |
| Mac Mini · M6 24GB | Q8_0 | ~8 | 63% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~16 | 63% | |
| iMac · M3 24GB | Q8_0 | ~4 | 63% | |
| iMac · M4 24GB | Q8_0 | ~5 | 63% | |
| iMac · M6 24GB | Q8_0 | ~8 | 63% | |
| MacBook Air · M4 32GB | Q8_0 | ~5 | 47% | |
| MacBook Air · M5 32GB | Q8_0 | ~6 | 47% | |
| MacBook Air · M6 32GB | Q8_0 | ~8 | 47% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~8 | 47% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~8 | 47% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~6 | 47% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~8 | 47% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~8 | 47% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~16 | 47% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~8 | 47% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~16 | 47% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~8 | 47% | |
| Mac Mini · M4 32GB | Q8_0 | ~5 | 47% | |
| Mac Mini · M6 32GB | Q8_0 | ~8 | 47% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~16 | 47% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~16 | 47% | |
| iMac · M4 32GB | Q8_0 | ~5 | 47% | |
| iMac · M6 32GB | Q8_0 | ~8 | 47% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~6 | 42% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~25 | 42% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~6 | 42% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~16 | 42% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~22 | 42% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~25 | 42% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~22 | 42% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~11 | 31% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~12 | 31% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~25 | 31% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~16 | 31% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~37 | 31% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~16 | 31% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~11 | 31% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~22 | 31% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~12 | 31% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~25 | 31% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~16 | 31% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~37 | 31% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~11 | 31% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~16 | 31% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~37 | 31% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~12 | 23% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~25 | 23% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~16 | 23% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~37 | 23% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~16 | 23% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~16 | 23% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~16 | 23% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~22 | 23% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~25 | 23% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~16 | 23% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~37 | 23% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~16 | 23% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~16 | 23% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~32 | 23% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~16 | 23% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~32 | 23% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~22 | 23% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~37 | 23% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~16 | 16% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~16 | 16% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~16 | 16% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~32 | 16% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~32 | 16% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~25 | 12% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~37 | 12% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~16 | 12% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~22 | 12% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~25 | 12% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~37 | 12% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~32 | 12% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~32 | 12% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~22 | 12% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~33 | 12% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~37 | 12% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~32 | 12% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~33 | 12% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~37 | 8% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~37 | 8% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~74 | 8% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~32 | 8% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~33 | 8% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~37 | 8% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~74 | 8% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~32 | 8% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~33 | 8% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~74 | 8% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~74 | 6% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~33 | 6% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~74 | 6% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~33 | 6% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~74 | 6% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~74 | 4% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~74 | 4% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~74 | 4% | |
| MacBook Air · M1 8GB | Q2_K | ~8 | 77% | |
| MacBook Air · M2 8GB | Q2_K | ~11 | 77% | |
| MacBook Air · M3 8GB | Q2_K | ~11 | 77% | |
| Mac Mini · M1 8GB | Q2_K | ~8 | 77% | |
| Mac Mini · M2 8GB | Q2_K | ~11 | 77% | |
| iMac · M1 8GB | Q2_K | ~8 | 77% | |
| iMac · M3 8GB | Q2_K | ~11 | 77% |
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