General model by eleutherai · 6.99B parameters
pythia 6.9b fits comfortably in your 24 GB Mac using Q8_0 quantization, using 35% of your RAM.
~20 tok/s
Q8_0 · 8.3 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 8.3 GB | ~20 tok/s | ✓ |
| Q6_K | 6.6 GB | ~27 tok/s | ✓ |
| Q5_K_M | 5.7 GB | ~32 tok/s | ✓ |
| Q4_K_M | 5.0 GB | ~37 tok/s | ✓ |
| Q3_K_M | 4.3 GB | ~45 tok/s | ✓ |
| Q2_K | 3.5 GB | ~58 tok/s | ✓ |
GGUF Sources
Minimum Mac
MacBook Air — M1 8GB
Q5_K_M · ~8 tok/s · 71% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 8GB | Q5_K_M | ~8 | 71% | |
| MacBook Air · M2 8GB | Q5_K_M | ~12 | 71% | |
| MacBook Air · M3 8GB | Q5_K_M | ~12 | 71% | |
| Mac Mini · M1 8GB | Q5_K_M | ~8 | 71% | |
| Mac Mini · M2 8GB | Q5_K_M | ~12 | 71% | |
| iMac · M1 8GB | Q5_K_M | ~8 | 71% | |
| iMac · M3 8GB | Q5_K_M | ~12 | 71% | |
| MacBook Air · M1 16GB | Q8_0 | ~5 | 52% | |
| MacBook Air · M2 16GB | Q8_0 | ~7 | 52% | |
| MacBook Air · M3 16GB | Q8_0 | ~7 | 52% | |
| MacBook Air · M4 16GB | Q8_0 | ~9 | 52% | |
| MacBook Air · M5 16GB | Q8_0 | ~12 | 52% | |
| MacBook Air · M6 16GB | Q8_0 | ~15 | 52% | |
| MacBook Pro 14" · M1 Pro 16GB | Q8_0 | ~15 | 52% | |
| MacBook Pro 14" · M2 Pro 16GB | Q8_0 | ~15 | 52% | |
| MacBook Pro 14" · M5 16GB | Q8_0 | ~12 | 52% | |
| MacBook Pro 14" · M6 16GB | Q8_0 | ~15 | 52% | |
| MacBook Pro 16" · M1 Pro 16GB | Q8_0 | ~15 | 52% | |
| MacBook Pro 16" · M2 Pro 16GB | Q8_0 | ~15 | 52% | |
| Mac Mini · M1 16GB | Q8_0 | ~5 | 52% | |
| Mac Mini · M2 16GB | Q8_0 | ~7 | 52% | |
| Mac Mini · M2 Pro 16GB | Q8_0 | ~15 | 52% | |
| Mac Mini · M4 16GB | Q8_0 | ~9 | 52% | |
| Mac Mini · M6 16GB | Q8_0 | ~15 | 52% | |
| iMac · M1 16GB | Q8_0 | ~5 | 52% | |
| iMac · M3 16GB | Q8_0 | ~7 | 52% | |
| iMac · M4 16GB | Q8_0 | ~9 | 52% | |
| iMac · M6 16GB | Q8_0 | ~15 | 52% | |
| MacBook Pro 14" · M3 Pro 18GB | Q8_0 | ~11 | 46% | |
| MacBook Pro 16" · M3 Pro 18GB | Q8_0 | ~11 | 46% | |
| MacBook Air · M2 24GB | Q8_0 | ~7 | 35% | |
| MacBook Air · M3 24GB | Q8_0 | ~7 | 35% | |
| MacBook Air · M4 24GB | Q8_0 | ~9 | 35% | |
| MacBook Air · M5 24GB | Q8_0 | ~12 | 35% | |
| MacBook Air · M6 24GB | Q8_0 | ~15 | 35% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~20 | 35% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~12 | 35% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~23 | 35% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~15 | 35% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~31 | 35% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~20 | 35% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~23 | 35% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~31 | 35% | |
| Mac Mini · M2 24GB | Q8_0 | ~7 | 35% | |
| Mac Mini · M4 24GB | Q8_0 | ~9 | 35% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~20 | 35% | |
| Mac Mini · M6 24GB | Q8_0 | ~15 | 35% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~31 | 35% | |
| iMac · M3 24GB | Q8_0 | ~7 | 35% | |
| iMac · M4 24GB | Q8_0 | ~9 | 35% | |
| iMac · M6 24GB | Q8_0 | ~15 | 35% | |
| MacBook Air · M4 32GB | Q8_0 | ~9 | 26% | |
| MacBook Air · M5 32GB | Q8_0 | ~12 | 26% | |
| MacBook Air · M6 32GB | Q8_0 | ~15 | 26% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~15 | 26% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~15 | 26% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~12 | 26% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~15 | 26% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~15 | 26% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~30 | 26% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~15 | 26% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~30 | 26% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~15 | 26% | |
| Mac Mini · M4 32GB | Q8_0 | ~9 | 26% | |
| Mac Mini · M6 32GB | Q8_0 | ~15 | 26% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~30 | 26% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~30 | 26% | |
| iMac · M4 32GB | Q8_0 | ~9 | 26% | |
| iMac · M6 32GB | Q8_0 | ~15 | 26% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~11 | 23% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~46 | 23% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~11 | 23% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~30 | 23% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~41 | 23% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~46 | 23% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~41 | 23% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~20 | 17% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~23 | 17% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~46 | 17% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~31 | 17% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~69 | 17% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~30 | 17% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~20 | 17% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~41 | 17% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~23 | 17% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~46 | 17% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~31 | 17% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~69 | 17% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~20 | 17% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~31 | 17% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~69 | 17% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~23 | 13% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~46 | 13% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~31 | 13% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~69 | 13% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~30 | 13% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~30 | 13% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~30 | 13% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~41 | 13% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~46 | 13% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~31 | 13% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~69 | 13% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~31 | 13% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~30 | 13% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~60 | 13% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~30 | 13% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~60 | 13% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~41 | 13% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~69 | 13% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~30 | 9% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~30 | 9% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~30 | 9% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~60 | 9% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~60 | 9% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~46 | 6% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~69 | 6% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~30 | 6% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~41 | 6% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~46 | 6% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~69 | 6% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~60 | 6% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~60 | 6% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~41 | 6% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~61 | 6% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~69 | 6% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~60 | 6% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~61 | 6% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~69 | 4% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~69 | 4% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~138 | 4% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~60 | 4% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~61 | 4% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~69 | 4% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~138 | 4% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~60 | 4% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~61 | 4% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~138 | 4% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~138 | 3% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~61 | 3% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~138 | 3% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~61 | 3% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~138 | 3% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~138 | 2% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~138 | 2% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~138 | 2% |
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