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gpt neox japanese 2.7b

General model by abeja · 2.6B 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

gpt neox japanese 2.7b fits comfortably in your 24 GB Mac using Q8_0 quantization, using 14% of your RAM.

~62 tok/s

Q8_0 · 3.4 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 3.4 GB~62 tok/s✓
Q6_K 2.8 GB~81 tok/s✓
Q5_K_M 2.4 GB~96 tok/s✓
Q4_K_M 2.2 GB~112 tok/s✓
Q3_K_M 1.9 GB~135 tok/s✓
Q2_K 1.6 GB~176 tok/s✓

Specifications

Parameters2.6B
Architecturegpt_neox_japanese
Context Length2K
CategoryGeneral
Formatgguf
Minimum RAM1.5 GB
Licensemit
HuggingFace Downloads128,446
View on HuggingFace →

Which Mac Can Run gpt neox japanese 2.7b?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~20 tok/s · 43% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~165 4%
Mac Studio · M3 Ultra 256GB Q8_0 ~165 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~165 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~161 5%
Mac Studio · M1 Ultra 128GB Q8_0 ~161 3%
Mac Studio · M2 Ultra 64GB Q8_0 ~161 5%
Mac Studio · M2 Ultra 128GB Q8_0 ~161 3%
Mac Studio · M2 Ultra 192GB Q8_0 ~161 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~124 9%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~124 7%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~124 5%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~124 3%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~124 9%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~124 7%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~124 5%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~124 3%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~110 9%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~110 7%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~110 5%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~110 3%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~110 9%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~110 7%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~110 5%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~110 3%
Mac Studio · M4 Max 36GB Q8_0 ~110 9%
Mac Studio · M4 Max 48GB Q8_0 ~110 7%
Mac Studio · M4 Max 64GB Q8_0 ~110 5%
Mac Studio · M4 Max 128GB Q8_0 ~110 3%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~81 11%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~81 5%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~81 11%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~81 5%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~81 4%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~81 9%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~81 7%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~81 5%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~81 4%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~81 3%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~81 11%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~81 5%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~81 11%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~81 5%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~81 4%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~81 9%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~81 7%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~81 5%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~81 4%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~81 3%
Mac Studio · M1 Max 32GB Q8_0 ~81 11%
Mac Studio · M1 Max 64GB Q8_0 ~81 5%
Mac Studio · M2 Max 32GB Q8_0 ~81 11%
Mac Studio · M2 Max 64GB Q8_0 ~81 5%
Mac Studio · M2 Max 96GB Q8_0 ~81 4%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~62 14%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~62 7%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~62 5%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~62 14%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~62 7%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~62 5%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~55 14%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~55 7%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~55 14%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~55 7%
Mac mini · M4 Pro 24GB Q8_0 ~55 14%
Mac mini · M4 Pro 48GB Q8_0 ~55 7%
Mac mini · M4 Pro 64GB Q8_0 ~55 5%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~40 21%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~40 11%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~40 21%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~40 11%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~40 21%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~40 11%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~40 21%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~40 11%
Mac mini · M2 Pro 16GB Q8_0 ~40 21%
Mac mini · M2 Pro 32GB Q8_0 ~40 11%
MacBook Air · M5 16GB Q8_0 ~31 21%
MacBook Air · M5 24GB Q8_0 ~31 14%
MacBook Air · M5 32GB Q8_0 ~31 11%
MacBook Pro 14" · M5 16GB Q8_0 ~31 21%
MacBook Pro 14" · M5 24GB Q8_0 ~31 14%
MacBook Pro 14" · M5 32GB Q8_0 ~31 11%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~30 19%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~30 9%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~30 19%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~30 9%
MacBook Air · M4 16GB Q8_0 ~24 21%
MacBook Air · M4 24GB Q8_0 ~24 14%
MacBook Air · M4 32GB Q8_0 ~24 11%
MacBook Pro 14" · M4 16GB Q8_0 ~24 21%
MacBook Pro 14" · M4 24GB Q8_0 ~24 14%
MacBook Pro 14" · M4 32GB Q8_0 ~24 11%
Mac mini · M4 16GB Q8_0 ~24 21%
Mac mini · M4 24GB Q8_0 ~24 14%
Mac mini · M4 32GB Q8_0 ~24 11%
iMac · M4 16GB Q8_0 ~24 21%
iMac · M4 24GB Q8_0 ~24 14%
iMac · M4 32GB Q8_0 ~24 11%
MacBook Air · M2 8GB Q8_0 ~20 43%
MacBook Air · M2 16GB Q8_0 ~20 21%
MacBook Air · M2 24GB Q8_0 ~20 14%
MacBook Air · M3 8GB Q8_0 ~20 43%
MacBook Air · M3 16GB Q8_0 ~20 21%
MacBook Air · M3 24GB Q8_0 ~20 14%
MacBook Pro 14" · M3 8GB Q8_0 ~20 43%
MacBook Pro 14" · M3 16GB Q8_0 ~20 21%
MacBook Pro 14" · M3 24GB Q8_0 ~20 14%
Mac mini · M2 8GB Q8_0 ~20 43%
Mac mini · M2 16GB Q8_0 ~20 21%
Mac mini · M2 24GB Q8_0 ~20 14%
iMac · M3 8GB Q8_0 ~20 43%
iMac · M3 16GB Q8_0 ~20 21%
iMac · M3 24GB Q8_0 ~20 14%
MacBook Air · M1 8GB Q8_0 ~14 43%
MacBook Air · M1 16GB Q8_0 ~14 21%
Mac mini · M1 8GB Q8_0 ~14 43%
Mac mini · M1 16GB Q8_0 ~14 21%
iMac · M1 8GB Q8_0 ~14 43%
iMac · M1 16GB Q8_0 ~14 21%

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