Chat model by 01.ai · 6.06B parameters · Released 2023-11-22
Yi 6B Chat fits comfortably in your 24 GB Mac using Q8_0 quantization, using 30% of your RAM.
~24 tok/s
Q8_0 · 7.3 GB
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 7.3 GB | ~24 tok/s | ✓ |
| Q6_K | 5.7 GB | ~31 tok/s | ✓ |
| Q5_K_M | 5.0 GB | ~36 tok/s | ✓ |
| Q4_K_M | 4.4 GB | ~43 tok/s | ✓ |
| Q3_K_M | 3.8 GB | ~52 tok/s | ✓ |
| Q2_K | 3.1 GB | ~67 tok/s | ✓ |
GGUF Sources
Minimum Mac
MacBook Air — M1 8GB
Q6_K · ~8 tok/s · 72% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M1 8GB | Q6_K | ~8 | 72% | |
| MacBook Air · M2 8GB | Q6_K | ~11 | 72% | |
| MacBook Air · M3 8GB | Q6_K | ~11 | 72% | |
| Mac Mini · M1 8GB | Q6_K | ~8 | 72% | |
| Mac Mini · M2 8GB | Q6_K | ~11 | 72% | |
| iMac · M1 8GB | Q6_K | ~8 | 72% | |
| iMac · M3 8GB | Q6_K | ~11 | 72% | |
| MacBook Air · M1 16GB | Q8_0 | ~6 | 45% | |
| MacBook Air · M2 16GB | Q8_0 | ~9 | 45% | |
| MacBook Air · M3 16GB | Q8_0 | ~9 | 45% | |
| MacBook Air · M4 16GB | Q8_0 | ~10 | 45% | |
| MacBook Air · M5 16GB | Q8_0 | ~13 | 45% | |
| MacBook Air · M6 16GB | Q8_0 | ~18 | 45% | |
| MacBook Pro 14" · M1 Pro 16GB | Q8_0 | ~17 | 45% | |
| MacBook Pro 14" · M2 Pro 16GB | Q8_0 | ~17 | 45% | |
| MacBook Pro 14" · M5 16GB | Q8_0 | ~13 | 45% | |
| MacBook Pro 14" · M6 16GB | Q8_0 | ~18 | 45% | |
| MacBook Pro 16" · M1 Pro 16GB | Q8_0 | ~17 | 45% | |
| MacBook Pro 16" · M2 Pro 16GB | Q8_0 | ~17 | 45% | |
| Mac Mini · M1 16GB | Q8_0 | ~6 | 45% | |
| Mac Mini · M2 16GB | Q8_0 | ~9 | 45% | |
| Mac Mini · M2 Pro 16GB | Q8_0 | ~17 | 45% | |
| Mac Mini · M4 16GB | Q8_0 | ~10 | 45% | |
| Mac Mini · M6 16GB | Q8_0 | ~18 | 45% | |
| iMac · M1 16GB | Q8_0 | ~6 | 45% | |
| iMac · M3 16GB | Q8_0 | ~9 | 45% | |
| iMac · M4 16GB | Q8_0 | ~10 | 45% | |
| iMac · M6 16GB | Q8_0 | ~18 | 45% | |
| MacBook Pro 14" · M3 Pro 18GB | Q8_0 | ~13 | 40% | |
| MacBook Pro 16" · M3 Pro 18GB | Q8_0 | ~13 | 40% | |
| MacBook Air · M2 24GB | Q8_0 | ~9 | 30% | |
| MacBook Air · M3 24GB | Q8_0 | ~9 | 30% | |
| MacBook Air · M4 24GB | Q8_0 | ~10 | 30% | |
| MacBook Air · M5 24GB | Q8_0 | ~13 | 30% | |
| MacBook Air · M6 24GB | Q8_0 | ~18 | 30% | |
| MacBook Pro 14" · M4 Pro 24GB | Q8_0 | ~24 | 30% | |
| MacBook Pro 14" · M5 24GB | Q8_0 | ~13 | 30% | |
| MacBook Pro 14" · M5 Pro 24GB | Q8_0 | ~27 | 30% | |
| MacBook Pro 14" · M6 24GB | Q8_0 | ~18 | 30% | |
| MacBook Pro 14" · M6 Pro 24GB | Q8_0 | ~35 | 30% | |
| MacBook Pro 16" · M4 Pro 24GB | Q8_0 | ~24 | 30% | |
| MacBook Pro 16" · M5 Pro 24GB | Q8_0 | ~27 | 30% | |
| MacBook Pro 16" · M6 Pro 24GB | Q8_0 | ~35 | 30% | |
| Mac Mini · M2 24GB | Q8_0 | ~9 | 30% | |
| Mac Mini · M4 24GB | Q8_0 | ~10 | 30% | |
| Mac Mini · M4 Pro 24GB | Q8_0 | ~24 | 30% | |
| Mac Mini · M6 24GB | Q8_0 | ~18 | 30% | |
| Mac Mini · M6 Pro 24GB | Q8_0 | ~35 | 30% | |
| iMac · M3 24GB | Q8_0 | ~9 | 30% | |
| iMac · M4 24GB | Q8_0 | ~10 | 30% | |
| iMac · M6 24GB | Q8_0 | ~18 | 30% | |
| MacBook Air · M4 32GB | Q8_0 | ~10 | 23% | |
| MacBook Air · M5 32GB | Q8_0 | ~13 | 23% | |
| MacBook Air · M6 32GB | Q8_0 | ~18 | 23% | |
| MacBook Pro 14" · M1 Pro 32GB | Q8_0 | ~17 | 23% | |
| MacBook Pro 14" · M2 Pro 32GB | Q8_0 | ~17 | 23% | |
| MacBook Pro 14" · M5 32GB | Q8_0 | ~13 | 23% | |
| MacBook Pro 14" · M6 32GB | Q8_0 | ~18 | 23% | |
| MacBook Pro 16" · M1 Pro 32GB | Q8_0 | ~17 | 23% | |
| MacBook Pro 16" · M1 Max 32GB | Q8_0 | ~35 | 23% | |
| MacBook Pro 16" · M2 Pro 32GB | Q8_0 | ~17 | 23% | |
| MacBook Pro 16" · M2 Max 32GB | Q8_0 | ~35 | 23% | |
| Mac Mini · M2 Pro 32GB | Q8_0 | ~17 | 23% | |
| Mac Mini · M4 32GB | Q8_0 | ~10 | 23% | |
| Mac Mini · M6 32GB | Q8_0 | ~18 | 23% | |
| Mac Studio · M1 Max 32GB | Q8_0 | ~35 | 23% | |
| Mac Studio · M2 Max 32GB | Q8_0 | ~35 | 23% | |
| iMac · M4 32GB | Q8_0 | ~10 | 23% | |
| iMac · M6 32GB | Q8_0 | ~18 | 23% | |
| MacBook Pro 14" · M3 Pro 36GB | Q8_0 | ~13 | 20% | |
| MacBook Pro 14" · M5 Max 36GB | Q8_0 | ~53 | 20% | |
| MacBook Pro 16" · M3 Pro 36GB | Q8_0 | ~13 | 20% | |
| MacBook Pro 16" · M3 Max 36GB | Q8_0 | ~35 | 20% | |
| MacBook Pro 16" · M4 Max 36GB | Q8_0 | ~47 | 20% | |
| MacBook Pro 16" · M5 Max 36GB | Q8_0 | ~53 | 20% | |
| Mac Studio · M4 Max 36GB | Q8_0 | ~47 | 20% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~24 | 15% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~27 | 15% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~53 | 15% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~35 | 15% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~80 | 15% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~35 | 15% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~24 | 15% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~47 | 15% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~27 | 15% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~53 | 15% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~35 | 15% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~80 | 15% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~24 | 15% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~35 | 15% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~80 | 15% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~27 | 11% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~53 | 11% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~35 | 11% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~80 | 11% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~35 | 11% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~35 | 11% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~35 | 11% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~47 | 11% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~53 | 11% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~35 | 11% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~80 | 11% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~35 | 11% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~35 | 11% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~69 | 11% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~35 | 11% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~69 | 11% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~47 | 11% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~80 | 11% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~35 | 8% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~35 | 8% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~35 | 8% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~69 | 8% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~69 | 8% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~53 | 6% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~80 | 6% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~35 | 6% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~47 | 6% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~53 | 6% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~80 | 6% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~69 | 6% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~69 | 6% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~47 | 6% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~71 | 6% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~80 | 6% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~69 | 6% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~71 | 6% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~80 | 4% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~80 | 4% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~159 | 4% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~69 | 4% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~71 | 4% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~80 | 4% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~159 | 4% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~69 | 4% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~71 | 4% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~159 | 4% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~159 | 3% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~71 | 3% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~159 | 3% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~71 | 3% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~159 | 3% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~159 | 2% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~159 | 2% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~159 | 2% |
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