General model by eleutherai · 12B parameters
pythia 12b fits comfortably in your 24 GB Mac using Q8_0 quantization, using 58% of your RAM.
~12 tok/s
Q8_0 · 13.9 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 13.9 GB | ~12 tok/s | ✓ |
| Q6_K | 10.9 GB | ~16 tok/s | ✓ |
| Q5_K_M | 9.4 GB | ~18 tok/s | ✓ |
| Q4_K_M | 8.2 GB | ~22 tok/s | ✓ |
| Q3_K_M | 7.0 GB | ~26 tok/s | ✓ |
| Q2_K | 5.7 GB | ~34 tok/s | ✓ |
GGUF Sources
Minimum Mac
MacBook Air — M1 16GB
Q6_K · ~4 tok/s · 68% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 16GB | Q6_K | ~4 | 68% | |
| MacBook Air · M2 16GB | Q6_K | ~6 | 68% | |
| MacBook Air · M3 16GB | Q6_K | ~6 | 68% | |
| MacBook Air · M4 16GB | Q6_K | ~7 | 68% | |
| MacBook Air · M5 16GB | Q6_K | ~9 | 68% | |
| MacBook Air · M6 16GB | Q6_K | ~12 | 68% | |
| MacBook Pro 14" · M1 Pro 16GB | Q6_K | ~11 | 68% | |
| MacBook Pro 14" · M2 Pro 16GB | Q6_K | ~11 | 68% | |
| MacBook Pro 14" · M5 16GB | Q6_K | ~9 | 68% | |
| MacBook Pro 14" · M6 16GB | Q6_K | ~12 | 68% | |
| MacBook Pro 16" · M1 Pro 16GB | Q6_K | ~11 | 68% | |
| MacBook Pro 16" · M2 Pro 16GB | Q6_K | ~11 | 68% | |
| Mac Mini · M1 16GB | Q6_K | ~4 | 68% | |
| Mac Mini · M2 16GB | Q6_K | ~6 | 68% | |
| Mac Mini · M2 Pro 16GB | Q6_K | ~11 | 68% | |
| Mac Mini · M4 16GB | Q6_K | ~7 | 68% | |
| Mac Mini · M6 16GB | Q6_K | ~12 | 68% | |
| iMac · M1 16GB | Q6_K | ~4 | 68% | |
| iMac · M3 16GB | Q6_K | ~6 | 68% | |
| iMac · M4 16GB | Q6_K | ~7 | 68% | |
| iMac · M6 16GB | Q6_K | ~12 | 68% | |
| MacBook Pro 14" · M3 Pro 18GB | Q8_0 | ~7 | 77% | |
| MacBook Pro 16" · M3 Pro 18GB | Q8_0 | ~7 | 77% | |
| MacBook Air · M2 24GB | Q8_0 | ~4 | 58% | |
| MacBook Air · M3 24GB | Q8_0 | ~4 | 58% | |
| MacBook Air · M4 24GB | Q8_0 | ~5 | 58% | |
| MacBook Air · M5 24GB | Q8_0 | ~7 | 58% | |
| MacBook Air · M6 24GB | Q8_0 | ~9 | 58% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~12 | 58% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~7 | 58% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~13 | 58% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~9 | 58% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~18 | 58% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~12 | 58% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~13 | 58% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~18 | 58% | |
| Mac Mini · M2 24GB | Q8_0 | ~4 | 58% | |
| Mac Mini · M4 24GB | Q8_0 | ~5 | 58% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~12 | 58% | |
| Mac Mini · M6 24GB | Q8_0 | ~9 | 58% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~18 | 58% | |
| iMac · M3 24GB | Q8_0 | ~4 | 58% | |
| iMac · M4 24GB | Q8_0 | ~5 | 58% | |
| iMac · M6 24GB | Q8_0 | ~9 | 58% | |
| MacBook Air · M4 32GB | Q8_0 | ~5 | 43% | |
| MacBook Air · M5 32GB | Q8_0 | ~7 | 43% | |
| MacBook Air · M6 32GB | Q8_0 | ~9 | 43% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~9 | 43% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~9 | 43% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~7 | 43% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~9 | 43% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~9 | 43% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~17 | 43% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~9 | 43% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~17 | 43% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~9 | 43% | |
| Mac Mini · M4 32GB | Q8_0 | ~5 | 43% | |
| Mac Mini · M6 32GB | Q8_0 | ~9 | 43% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~17 | 43% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~17 | 43% | |
| iMac · M4 32GB | Q8_0 | ~5 | 43% | |
| iMac · M6 32GB | Q8_0 | ~9 | 43% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~7 | 39% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~27 | 39% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~7 | 39% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~17 | 39% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~24 | 39% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~27 | 39% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~24 | 39% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~12 | 29% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~13 | 29% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~27 | 29% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~18 | 29% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~40 | 29% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~17 | 29% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~12 | 29% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~24 | 29% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~13 | 29% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~27 | 29% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~18 | 29% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~40 | 29% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~12 | 29% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~18 | 29% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~40 | 29% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~13 | 22% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~27 | 22% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~18 | 22% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~40 | 22% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~17 | 22% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~17 | 22% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~17 | 22% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~24 | 22% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~27 | 22% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~18 | 22% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~40 | 22% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~18 | 22% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~17 | 22% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~35 | 22% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~17 | 22% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~35 | 22% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~24 | 22% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~40 | 22% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~17 | 14% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~17 | 14% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~17 | 14% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~35 | 14% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~35 | 14% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~27 | 11% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~40 | 11% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~17 | 11% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~24 | 11% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~27 | 11% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~40 | 11% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~35 | 11% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~35 | 11% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~24 | 11% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~36 | 11% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~40 | 11% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~35 | 11% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~36 | 11% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~40 | 7% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~40 | 7% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~80 | 7% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~35 | 7% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~36 | 7% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~40 | 7% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~80 | 7% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~35 | 7% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~36 | 7% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~80 | 7% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~80 | 5% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~36 | 5% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~80 | 5% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~36 | 5% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~80 | 5% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~80 | 4% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~80 | 4% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~80 | 4% | |
| MacBook Air · M1 8GB | Q2_K | ~8 | 72% | |
| MacBook Air · M2 8GB | Q2_K | ~12 | 72% | |
| MacBook Air · M3 8GB | Q2_K | ~12 | 72% | |
| Mac Mini · M1 8GB | Q2_K | ~8 | 72% | |
| Mac Mini · M2 8GB | Q2_K | ~12 | 72% | |
| iMac · M1 8GB | Q2_K | ~8 | 72% | |
| iMac · M3 8GB | Q2_K | ~12 | 72% |
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