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Yi 1.5 6B

General model by 01.ai · 6.06B 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

Yi 1.5 6B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 30% of your RAM.

~27 tok/s

Q8_0 · 7.3 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 7.3 GB~27 tok/s✓
Q6_K 5.7 GB~35 tok/s✓
Q5_K_M 5.0 GB~41 tok/s✓
Q4_K_M 4.4 GB~48 tok/s✓
Q3_K_M 3.8 GB~58 tok/s✓
Q2_K 3.1 GB~75 tok/s✓

Specifications

Parameters6.1B
Architecturellama
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM3.4 GB
HuggingFace Downloads13,034
View on HuggingFace →

Which Mac Can Run Yi 1.5 6B?

Minimum Mac

MacBook Air — M2 8GB

Q6_K · ~11 tok/s · 72% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~71 8%
Mac Studio · M3 Ultra 256GB Q8_0 ~71 3%
Mac Studio · M3 Ultra 512GB Q8_0 ~71 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~69 11%
Mac Studio · M1 Ultra 128GB Q8_0 ~69 6%
Mac Studio · M2 Ultra 64GB Q8_0 ~69 11%
Mac Studio · M2 Ultra 128GB Q8_0 ~69 6%
Mac Studio · M2 Ultra 192GB Q8_0 ~69 4%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~53 20%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~53 15%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~53 11%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~53 6%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~53 20%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~53 15%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~53 11%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~53 6%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~47 20%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~47 15%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~47 11%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~47 6%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~47 20%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~47 15%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~47 11%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~47 6%
Mac Studio · M4 Max 36GB Q8_0 ~47 20%
Mac Studio · M4 Max 48GB Q8_0 ~47 15%
Mac Studio · M4 Max 64GB Q8_0 ~47 11%
Mac Studio · M4 Max 128GB Q8_0 ~47 6%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~35 23%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~35 11%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~35 23%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~35 11%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~35 8%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~35 20%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~35 15%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~35 11%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~35 8%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~35 6%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~35 23%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~35 11%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~35 23%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~35 11%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~35 8%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~35 20%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~35 15%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~35 11%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~35 8%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~35 6%
Mac Studio · M1 Max 32GB Q8_0 ~35 23%
Mac Studio · M1 Max 64GB Q8_0 ~35 11%
Mac Studio · M2 Max 32GB Q8_0 ~35 23%
Mac Studio · M2 Max 64GB Q8_0 ~35 11%
Mac Studio · M2 Max 96GB Q8_0 ~35 8%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~27 30%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~27 15%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~27 11%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~27 30%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~27 15%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~27 11%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~24 30%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~24 15%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~24 30%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~24 15%
Mac mini · M4 Pro 24GB Q8_0 ~24 30%
Mac mini · M4 Pro 48GB Q8_0 ~24 15%
Mac mini · M4 Pro 64GB Q8_0 ~24 11%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~17 45%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~17 23%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~17 45%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~17 23%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~17 45%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~17 23%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~17 45%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~17 23%
Mac mini · M2 Pro 16GB Q8_0 ~17 45%
Mac mini · M2 Pro 32GB Q8_0 ~17 23%
MacBook Air · M5 16GB Q8_0 ~13 45%
MacBook Air · M5 24GB Q8_0 ~13 30%
MacBook Air · M5 32GB Q8_0 ~13 23%
MacBook Pro 14" · M5 16GB Q8_0 ~13 45%
MacBook Pro 14" · M5 24GB Q8_0 ~13 30%
MacBook Pro 14" · M5 32GB Q8_0 ~13 23%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~13 40%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~13 20%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~13 40%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~13 20%
MacBook Air · M2 8GB Q6_K ~11 72%
MacBook Air · M3 8GB Q6_K ~11 72%
MacBook Pro 14" · M3 8GB Q6_K ~11 72%
Mac mini · M2 8GB Q6_K ~11 72%
iMac · M3 8GB Q6_K ~11 72%
MacBook Air · M4 16GB Q8_0 ~10 45%
MacBook Air · M4 24GB Q8_0 ~10 30%
MacBook Air · M4 32GB Q8_0 ~10 23%
MacBook Pro 14" · M4 16GB Q8_0 ~10 45%
MacBook Pro 14" · M4 24GB Q8_0 ~10 30%
MacBook Pro 14" · M4 32GB Q8_0 ~10 23%
Mac mini · M4 16GB Q8_0 ~10 45%
Mac mini · M4 24GB Q8_0 ~10 30%
Mac mini · M4 32GB Q8_0 ~10 23%
iMac · M4 16GB Q8_0 ~10 45%
iMac · M4 24GB Q8_0 ~10 30%
iMac · M4 32GB Q8_0 ~10 23%
MacBook Air · M2 16GB Q8_0 ~9 45%
MacBook Air · M2 24GB Q8_0 ~9 30%
MacBook Air · M3 16GB Q8_0 ~9 45%
MacBook Air · M3 24GB Q8_0 ~9 30%
MacBook Pro 14" · M3 16GB Q8_0 ~9 45%
MacBook Pro 14" · M3 24GB Q8_0 ~9 30%
Mac mini · M2 16GB Q8_0 ~9 45%
Mac mini · M2 24GB Q8_0 ~9 30%
iMac · M3 16GB Q8_0 ~9 45%
iMac · M3 24GB Q8_0 ~9 30%
MacBook Air · M1 8GB Q6_K ~8 72%
Mac mini · M1 8GB Q6_K ~8 72%
iMac · M1 8GB Q6_K ~8 72%
MacBook Air · M1 16GB Q8_0 ~6 45%
Mac mini · M1 16GB Q8_0 ~6 45%
iMac · M1 16GB Q8_0 ~6 45%

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