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Outlier 10B V3.2

General model by outlier-ai · 10B parameters

Chip
Unified Memory
Bandwidth 307 GB/s
Available for Models ~21 GB

Everything this chip runs, machine by machine: MacBook Pro 14" M5 Pro, MacBook Pro 16" M5 Pro

Runs Excellently

Outlier 10B V3.2 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 49% of your RAM.

~16 tok/s

Q8_0 · 11.7 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 11.7 GB~16 tok/s✓
Q6_K 9.2 GB~21 tok/s✓
Q5_K_M 8.0 GB~25 tok/s✓
Q4_K_M 7.0 GB~29 tok/s✓
Q3_K_M 6.0 GB~35 tok/s✓
Q2_K 4.9 GB~46 tok/s✓

Specifications

Parameters10.0B
Architectureqwen2
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM6 GB
HuggingFace Downloads1,664
View on HuggingFace →

Which Mac Can Run Outlier 10B V3.2?

Minimum Mac

MacBook Pro 14" — M1 Pro 16GB

Q8_0 · ~10 tok/s · 73% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~43 12%
Mac Studio · M3 Ultra 256GB Q8_0 ~43 5%
Mac Studio · M3 Ultra 512GB Q8_0 ~43 2%
Mac Studio · M1 Ultra 64GB Q8_0 ~42 18%
Mac Studio · M1 Ultra 128GB Q8_0 ~42 9%
Mac Studio · M2 Ultra 64GB Q8_0 ~42 18%
Mac Studio · M2 Ultra 128GB Q8_0 ~42 9%
Mac Studio · M2 Ultra 192GB Q8_0 ~42 6%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~32 32%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~32 24%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~32 18%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~32 9%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~32 32%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~32 24%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~32 18%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~32 9%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~29 32%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~29 24%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~29 18%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~29 9%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~29 32%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~29 24%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~29 18%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~29 9%
Mac Studio · M4 Max 36GB Q8_0 ~29 32%
Mac Studio · M4 Max 48GB Q8_0 ~29 24%
Mac Studio · M4 Max 64GB Q8_0 ~29 18%
Mac Studio · M4 Max 128GB Q8_0 ~29 9%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~21 36%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~21 18%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~21 36%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~21 18%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~21 12%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~21 32%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~21 24%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~21 18%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~21 12%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~21 9%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~21 36%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~21 18%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~21 36%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~21 18%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~21 12%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~21 32%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~21 24%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~21 18%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~21 12%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~21 9%
Mac Studio · M1 Max 32GB Q8_0 ~21 36%
Mac Studio · M1 Max 64GB Q8_0 ~21 18%
Mac Studio · M2 Max 32GB Q8_0 ~21 36%
Mac Studio · M2 Max 64GB Q8_0 ~21 18%
Mac Studio · M2 Max 96GB Q8_0 ~21 12%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~16 49%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~16 24%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~16 18%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~16 49%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~16 24%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~16 18%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~14 49%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~14 24%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~14 49%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~14 24%
Mac mini · M4 Pro 24GB Q8_0 ~14 49%
Mac mini · M4 Pro 48GB Q8_0 ~14 24%
Mac mini · M4 Pro 64GB Q8_0 ~14 18%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~10 73%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~10 36%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~10 73%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~10 36%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~10 73%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~10 36%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~10 73%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~10 36%
Mac mini · M2 Pro 16GB Q8_0 ~10 73%
Mac mini · M2 Pro 32GB Q8_0 ~10 36%
MacBook Air · M5 16GB Q8_0 ~8 73%
MacBook Air · M5 24GB Q8_0 ~8 49%
MacBook Air · M5 32GB Q8_0 ~8 36%
MacBook Pro 14" · M5 16GB Q8_0 ~8 73%
MacBook Pro 14" · M5 24GB Q8_0 ~8 49%
MacBook Pro 14" · M5 32GB Q8_0 ~8 36%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~8 65%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~8 32%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~8 65%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~8 32%
MacBook Air · M4 16GB Q8_0 ~6 73%
MacBook Air · M4 24GB Q8_0 ~6 49%
MacBook Air · M4 32GB Q8_0 ~6 36%
MacBook Pro 14" · M4 16GB Q8_0 ~6 73%
MacBook Pro 14" · M4 24GB Q8_0 ~6 49%
MacBook Pro 14" · M4 32GB Q8_0 ~6 36%
Mac mini · M4 16GB Q8_0 ~6 73%
Mac mini · M4 24GB Q8_0 ~6 49%
Mac mini · M4 32GB Q8_0 ~6 36%
iMac · M4 16GB Q8_0 ~6 73%
iMac · M4 24GB Q8_0 ~6 49%
iMac · M4 32GB Q8_0 ~6 36%
MacBook Air · M2 16GB Q8_0 ~5 73%
MacBook Air · M2 24GB Q8_0 ~5 49%
MacBook Air · M3 16GB Q8_0 ~5 73%
MacBook Air · M3 24GB Q8_0 ~5 49%
MacBook Pro 14" · M3 16GB Q8_0 ~5 73%
MacBook Pro 14" · M3 24GB Q8_0 ~5 49%
Mac mini · M2 16GB Q8_0 ~5 73%
Mac mini · M2 24GB Q8_0 ~5 49%
iMac · M3 16GB Q8_0 ~5 73%
iMac · M3 24GB Q8_0 ~5 49%
MacBook Air · M1 16GB Q8_0 ~4 73%
Mac mini · M1 16GB Q8_0 ~4 73%
iMac · M1 16GB Q8_0 ~4 73%
MacBook Air · M2 8GB Q3_K_M ~11 74%
MacBook Air · M3 8GB Q3_K_M ~11 74%
MacBook Pro 14" · M3 8GB Q3_K_M ~11 74%
Mac mini · M2 8GB Q3_K_M ~11 74%
iMac · M3 8GB Q3_K_M ~11 74%
MacBook Air · M1 8GB Q3_K_M ~8 74%
Mac mini · M1 8GB Q3_K_M ~8 74%
iMac · M1 8GB Q3_K_M ~8 74%

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