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pythia 1.4b

General model by eleutherai · 1.52B parameters

Runs Excellently

pythia 1.4b fits comfortably in your 24 GB Mac using Q8_0 quantization, using 9% of your RAM.

~94 tok/s

Q8_0 · 2.2 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 2.2 GB~94 tok/s
Q6_K 1.8 GB~123 tok/s
Q5_K_M 1.6 GB~145 tok/s
Q4_K_M 1.5 GB~170 tok/s
Q3_K_M 1.3 GB~206 tok/s
Q2_K 1.2 GB~267 tok/s

Specifications

Parameters1.5B
Architecturegpt_neox
Context Length2K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads147,166

GGUF Sources

Which Mac Can Run pythia 1.4b?

Minimum Mac

MacBook Air — M1 8GB

Q8_0 · ~24 tok/s · 27% RAM

MacQuanttok/sRAM %
MacBook Air · M1 8GB Q8_0 ~24 27%
MacBook Air · M2 8GB Q8_0 ~34 27%
MacBook Air · M3 8GB Q8_0 ~34 27%
Mac Mini · M1 8GB Q8_0 ~24 27%
Mac Mini · M2 8GB Q8_0 ~34 27%
iMac · M1 8GB Q8_0 ~24 27%
iMac · M3 8GB Q8_0 ~34 27%
MacBook Air · M1 16GB Q8_0 ~24 14%
MacBook Air · M2 16GB Q8_0 ~34 14%
MacBook Air · M3 16GB Q8_0 ~34 14%
MacBook Air · M4 16GB Q8_0 ~41 14%
MacBook Air · M5 16GB Q8_0 ~53 14%
MacBook Air · M6 16GB Q8_0 ~70 14%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~69 14%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~69 14%
MacBook Pro 14" · M5 16GB Q8_0 ~53 14%
MacBook Pro 14" · M6 16GB Q8_0 ~70 14%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~69 14%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~69 14%
Mac Mini · M1 16GB Q8_0 ~24 14%
Mac Mini · M2 16GB Q8_0 ~34 14%
Mac Mini · M2 Pro 16GB Q8_0 ~69 14%
Mac Mini · M4 16GB Q8_0 ~41 14%
Mac Mini · M6 16GB Q8_0 ~70 14%
iMac · M1 16GB Q8_0 ~24 14%
iMac · M3 16GB Q8_0 ~34 14%
iMac · M4 16GB Q8_0 ~41 14%
iMac · M6 16GB Q8_0 ~70 14%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~52 12%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~52 12%
MacBook Air · M2 24GB Q8_0 ~34 9%
MacBook Air · M3 24GB Q8_0 ~34 9%
MacBook Air · M4 24GB Q8_0 ~41 9%
MacBook Air · M5 24GB Q8_0 ~53 9%
MacBook Air · M6 24GB Q8_0 ~70 9%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~94 9%
MacBook Pro 14" · M5 24GB Q8_0 ~53 9%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~106 9%
MacBook Pro 14" · M6 24GB Q8_0 ~70 9%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~141 9%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~94 9%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~106 9%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~141 9%
Mac Mini · M2 24GB Q8_0 ~34 9%
Mac Mini · M4 24GB Q8_0 ~41 9%
Mac Mini · M4 Pro 24GB Q8_0 ~94 9%
Mac Mini · M6 24GB Q8_0 ~70 9%
Mac Mini · M6 Pro 24GB Q8_0 ~141 9%
iMac · M3 24GB Q8_0 ~34 9%
iMac · M4 24GB Q8_0 ~41 9%
iMac · M6 24GB Q8_0 ~70 9%
MacBook Air · M4 32GB Q8_0 ~41 7%
MacBook Air · M5 32GB Q8_0 ~53 7%
MacBook Air · M6 32GB Q8_0 ~70 7%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~69 7%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~69 7%
MacBook Pro 14" · M5 32GB Q8_0 ~53 7%
MacBook Pro 14" · M6 32GB Q8_0 ~70 7%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~69 7%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~138 7%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~69 7%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~138 7%
Mac Mini · M2 Pro 32GB Q8_0 ~69 7%
Mac Mini · M4 32GB Q8_0 ~41 7%
Mac Mini · M6 32GB Q8_0 ~70 7%
Mac Studio · M1 Max 32GB Q8_0 ~138 7%
Mac Studio · M2 Max 32GB Q8_0 ~138 7%
iMac · M4 32GB Q8_0 ~41 7%
iMac · M6 32GB Q8_0 ~70 7%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~52 6%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~212 6%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~52 6%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~138 6%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~188 6%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~212 6%
Mac Studio · M4 Max 36GB Q8_0 ~188 6%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~94 5%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~106 5%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~212 5%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~141 5%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~317 5%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~138 5%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~94 5%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~188 5%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~106 5%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~212 5%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~141 5%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~317 5%
Mac Mini · M4 Pro 48GB Q8_0 ~94 5%
Mac Mini · M6 Pro 48GB Q8_0 ~141 5%
Mac Studio · M6 Max 48GB Q8_0 ~317 5%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~106 3%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~212 3%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~141 3%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~317 3%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~138 3%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~138 3%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~138 3%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~188 3%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~212 3%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~141 3%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~317 3%
Mac Mini · M6 Pro 64GB Q8_0 ~141 3%
Mac Studio · M1 Max 64GB Q8_0 ~138 3%
Mac Studio · M1 Ultra 64GB Q8_0 ~276 3%
Mac Studio · M2 Max 64GB Q8_0 ~138 3%
Mac Studio · M2 Ultra 64GB Q8_0 ~276 3%
Mac Studio · M4 Max 64GB Q8_0 ~188 3%
Mac Studio · M6 Max 64GB Q8_0 ~317 3%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~138 2%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~138 2%
Mac Studio · M2 Max 96GB Q8_0 ~138 2%
Mac Studio · M2 Ultra 96GB Q8_0 ~276 2%
Mac Pro · M2 Ultra 96GB Q8_0 ~276 2%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~212 2%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~317 2%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~138 2%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~188 2%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~212 2%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~317 2%
Mac Studio · M1 Ultra 128GB Q8_0 ~276 2%
Mac Studio · M2 Ultra 128GB Q8_0 ~276 2%
Mac Studio · M4 Max 128GB Q8_0 ~188 2%
Mac Studio · M4 Ultra 128GB Q8_0 ~282 2%
Mac Studio · M6 Max 128GB Q8_0 ~317 2%
Mac Pro · M2 Ultra 128GB Q8_0 ~276 2%
Mac Pro · M4 Ultra 128GB Q8_0 ~282 2%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~317 1%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~317 1%
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~635 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~276 1%
Mac Studio · M4 Ultra 192GB Q8_0 ~282 1%
Mac Studio · M6 Max 192GB Q8_0 ~317 1%
Mac Studio · M6 Ultra 192GB Q8_0 ~635 1%
Mac Pro · M2 Ultra 192GB Q8_0 ~276 1%
Mac Pro · M4 Ultra 192GB Q8_0 ~282 1%
Mac Pro · M6 Ultra 192GB Q8_0 ~635 1%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~635 1%
Mac Studio · M4 Ultra 256GB Q8_0 ~282 1%
Mac Studio · M6 Ultra 256GB Q8_0 ~635 1%
Mac Pro · M4 Ultra 256GB Q8_0 ~282 1%
Mac Pro · M6 Ultra 256GB Q8_0 ~635 1%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~635 1%
Mac Studio · M6 Ultra 384GB Q8_0 ~635 1%
Mac Pro · M6 Ultra 384GB Q8_0 ~635 1%

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