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nb gpt j 6B torgersen alpaca

General model by nbailab · 6.17B 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

nb gpt j 6B torgersen alpaca fits comfortably in your 24 GB Mac using Q8_0 quantization, using 31% of your RAM.

~26 tok/s

Q8_0 · 7.4 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 7.4 GB~26 tok/s✓
Q6_K 5.8 GB~34 tok/s✓
Q5_K_M 5.1 GB~40 tok/s✓
Q4_K_M 4.5 GB~47 tok/s✓
Q3_K_M 3.9 GB~57 tok/s✓
Q2_K 3.2 GB~74 tok/s✓

Specifications

Parameters6.2B
Architecturegptj
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM3.4 GB
HuggingFace Downloads1,261
View on HuggingFace →

Which Mac Can Run nb gpt j 6B torgersen alpaca?

Minimum Mac

MacBook Air — M2 8GB

Q6_K · ~11 tok/s · 73% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~70 8%
Mac Studio · M3 Ultra 256GB Q8_0 ~70 3%
Mac Studio · M3 Ultra 512GB Q8_0 ~70 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~68 12%
Mac Studio · M1 Ultra 128GB Q8_0 ~68 6%
Mac Studio · M2 Ultra 64GB Q8_0 ~68 12%
Mac Studio · M2 Ultra 128GB Q8_0 ~68 6%
Mac Studio · M2 Ultra 192GB Q8_0 ~68 4%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~52 21%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~52 15%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~52 12%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~52 6%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~52 21%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~52 15%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~52 12%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~52 6%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~46 21%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~46 15%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~46 12%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~46 6%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~46 21%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~46 15%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~46 12%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~46 6%
Mac Studio · M4 Max 36GB Q8_0 ~46 21%
Mac Studio · M4 Max 48GB Q8_0 ~46 15%
Mac Studio · M4 Max 64GB Q8_0 ~46 12%
Mac Studio · M4 Max 128GB Q8_0 ~46 6%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~34 23%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~34 12%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~34 23%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~34 12%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~34 8%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~34 21%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~34 15%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~34 12%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~34 8%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~34 6%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~34 23%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~34 12%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~34 23%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~34 12%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~34 8%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~34 21%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~34 15%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~34 12%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~34 8%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~34 6%
Mac Studio · M1 Max 32GB Q8_0 ~34 23%
Mac Studio · M1 Max 64GB Q8_0 ~34 12%
Mac Studio · M2 Max 32GB Q8_0 ~34 23%
Mac Studio · M2 Max 64GB Q8_0 ~34 12%
Mac Studio · M2 Max 96GB Q8_0 ~34 8%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~26 31%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~26 15%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~26 12%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~26 31%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~26 15%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~26 12%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~23 31%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~23 15%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~23 31%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~23 15%
Mac mini · M4 Pro 24GB Q8_0 ~23 31%
Mac mini · M4 Pro 48GB Q8_0 ~23 15%
Mac mini · M4 Pro 64GB Q8_0 ~23 12%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~17 46%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~17 23%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~17 46%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~17 23%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~17 46%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~17 23%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~17 46%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~17 23%
Mac mini · M2 Pro 16GB Q8_0 ~17 46%
Mac mini · M2 Pro 32GB Q8_0 ~17 23%
MacBook Air · M5 16GB Q8_0 ~13 46%
MacBook Air · M5 24GB Q8_0 ~13 31%
MacBook Air · M5 32GB Q8_0 ~13 23%
MacBook Pro 14" · M5 16GB Q8_0 ~13 46%
MacBook Pro 14" · M5 24GB Q8_0 ~13 31%
MacBook Pro 14" · M5 32GB Q8_0 ~13 23%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~13 41%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~13 21%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~13 41%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~13 21%
MacBook Air · M2 8GB Q6_K ~11 73%
MacBook Air · M3 8GB Q6_K ~11 73%
MacBook Pro 14" · M3 8GB Q6_K ~11 73%
Mac mini · M2 8GB Q6_K ~11 73%
iMac · M3 8GB Q6_K ~11 73%
MacBook Air · M4 16GB Q8_0 ~10 46%
MacBook Air · M4 24GB Q8_0 ~10 31%
MacBook Air · M4 32GB Q8_0 ~10 23%
MacBook Pro 14" · M4 16GB Q8_0 ~10 46%
MacBook Pro 14" · M4 24GB Q8_0 ~10 31%
MacBook Pro 14" · M4 32GB Q8_0 ~10 23%
Mac mini · M4 16GB Q8_0 ~10 46%
Mac mini · M4 24GB Q8_0 ~10 31%
Mac mini · M4 32GB Q8_0 ~10 23%
iMac · M4 16GB Q8_0 ~10 46%
iMac · M4 24GB Q8_0 ~10 31%
iMac · M4 32GB Q8_0 ~10 23%
MacBook Air · M2 16GB Q8_0 ~8 46%
MacBook Air · M2 24GB Q8_0 ~8 31%
MacBook Air · M3 16GB Q8_0 ~8 46%
MacBook Air · M3 24GB Q8_0 ~8 31%
MacBook Pro 14" · M3 16GB Q8_0 ~8 46%
MacBook Pro 14" · M3 24GB Q8_0 ~8 31%
Mac mini · M2 16GB Q8_0 ~8 46%
Mac mini · M2 24GB Q8_0 ~8 31%
iMac · M3 16GB Q8_0 ~8 46%
iMac · M3 24GB Q8_0 ~8 31%
MacBook Air · M1 8GB Q6_K ~8 73%
Mac mini · M1 8GB Q6_K ~8 73%
iMac · M1 8GB Q6_K ~8 73%
MacBook Air · M1 16GB Q8_0 ~6 46%
Mac mini · M1 16GB Q8_0 ~6 46%
iMac · M1 16GB Q8_0 ~6 46%

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