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pythia 70m deduped

General model by eleutherai · 0.1B parameters

Runs Excellently

pythia 70m deduped fits comfortably in your 24 GB Mac using Q8_0 quantization, using 3% of your RAM.

~1,430 tok/s

Q8_0 · 0.6 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 0.6 GB~1,430 tok/s
Q6_K 0.6 GB~1,877 tok/s
Q5_K_M 0.6 GB~2,208 tok/s
Q4_K_M 0.6 GB~2,589 tok/s
Q3_K_M 0.6 GB~3,128 tok/s
Q2_K 0.5 GB~4,058 tok/s

Specifications

Parameters96M
Architecturegpt_neox
Context Length2K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads978,343

GGUF Sources

Which Mac Can Run pythia 70m deduped?

Minimum Mac

MacBook Air — M1 8GB

Q8_0 · ~357 tok/s · 8% RAM

MacQuanttok/sRAM %
MacBook Air · M1 8GB Q8_0 ~357 8%
MacBook Air · M2 8GB Q8_0 ~524 8%
MacBook Air · M3 8GB Q8_0 ~524 8%
Mac Mini · M1 8GB Q8_0 ~357 8%
Mac Mini · M2 8GB Q8_0 ~524 8%
iMac · M1 8GB Q8_0 ~357 8%
iMac · M3 8GB Q8_0 ~524 8%
MacBook Air · M1 16GB Q8_0 ~357 4%
MacBook Air · M2 16GB Q8_0 ~524 4%
MacBook Air · M3 16GB Q8_0 ~524 4%
MacBook Air · M4 16GB Q8_0 ~629 4%
MacBook Air · M5 16GB Q8_0 ~805 4%
MacBook Air · M6 16GB Q8_0 ~1,069 4%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~1,048 4%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~1,048 4%
MacBook Pro 14" · M5 16GB Q8_0 ~805 4%
MacBook Pro 14" · M6 16GB Q8_0 ~1,069 4%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~1,048 4%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~1,048 4%
Mac Mini · M1 16GB Q8_0 ~357 4%
Mac Mini · M2 16GB Q8_0 ~524 4%
Mac Mini · M2 Pro 16GB Q8_0 ~1,048 4%
Mac Mini · M4 16GB Q8_0 ~629 4%
Mac Mini · M6 16GB Q8_0 ~1,069 4%
iMac · M1 16GB Q8_0 ~357 4%
iMac · M3 16GB Q8_0 ~524 4%
iMac · M4 16GB Q8_0 ~629 4%
iMac · M6 16GB Q8_0 ~1,069 4%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~786 3%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~786 3%
MacBook Air · M2 24GB Q8_0 ~524 3%
MacBook Air · M3 24GB Q8_0 ~524 3%
MacBook Air · M4 24GB Q8_0 ~629 3%
MacBook Air · M5 24GB Q8_0 ~805 3%
MacBook Air · M6 24GB Q8_0 ~1,069 3%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~1,430 3%
MacBook Pro 14" · M5 24GB Q8_0 ~805 3%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~1,608 3%
MacBook Pro 14" · M6 24GB Q8_0 ~1,069 3%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~2,148 3%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~1,430 3%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~1,608 3%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~2,148 3%
Mac Mini · M2 24GB Q8_0 ~524 3%
Mac Mini · M4 24GB Q8_0 ~629 3%
Mac Mini · M4 Pro 24GB Q8_0 ~1,430 3%
Mac Mini · M6 24GB Q8_0 ~1,069 3%
Mac Mini · M6 Pro 24GB Q8_0 ~2,148 3%
iMac · M3 24GB Q8_0 ~524 3%
iMac · M4 24GB Q8_0 ~629 3%
iMac · M6 24GB Q8_0 ~1,069 3%
MacBook Air · M4 32GB Q8_0 ~629 2%
MacBook Air · M5 32GB Q8_0 ~805 2%
MacBook Air · M6 32GB Q8_0 ~1,069 2%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~1,048 2%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~1,048 2%
MacBook Pro 14" · M5 32GB Q8_0 ~805 2%
MacBook Pro 14" · M6 32GB Q8_0 ~1,069 2%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~1,048 2%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~2,095 2%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~1,048 2%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~2,095 2%
Mac Mini · M2 Pro 32GB Q8_0 ~1,048 2%
Mac Mini · M4 32GB Q8_0 ~629 2%
Mac Mini · M6 32GB Q8_0 ~1,069 2%
Mac Studio · M1 Max 32GB Q8_0 ~2,095 2%
Mac Studio · M2 Max 32GB Q8_0 ~2,095 2%
iMac · M4 32GB Q8_0 ~629 2%
iMac · M6 32GB Q8_0 ~1,069 2%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~786 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~3,216 2%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~786 2%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~2,095 2%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~2,860 2%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~3,216 2%
Mac Studio · M4 Max 36GB Q8_0 ~2,860 2%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~1,430 1%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~1,608 1%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~3,216 1%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~2,148 1%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~4,824 1%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~2,095 1%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~1,430 1%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~2,860 1%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~1,608 1%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~3,216 1%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~2,148 1%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~4,824 1%
Mac Mini · M4 Pro 48GB Q8_0 ~1,430 1%
Mac Mini · M6 Pro 48GB Q8_0 ~2,148 1%
Mac Studio · M6 Max 48GB Q8_0 ~4,824 1%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~1,608 1%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~3,216 1%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~2,148 1%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~4,824 1%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~2,095 1%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~2,095 1%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~2,095 1%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~2,860 1%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~3,216 1%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~2,148 1%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~4,824 1%
Mac Mini · M6 Pro 64GB Q8_0 ~2,148 1%
Mac Studio · M1 Max 64GB Q8_0 ~2,095 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~4,190 1%
Mac Studio · M2 Max 64GB Q8_0 ~2,095 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~4,190 1%
Mac Studio · M4 Max 64GB Q8_0 ~2,860 1%
Mac Studio · M6 Max 64GB Q8_0 ~4,824 1%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~2,095 1%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~2,095 1%
Mac Studio · M2 Max 96GB Q8_0 ~2,095 1%
Mac Studio · M2 Ultra 96GB Q8_0 ~4,190 1%
Mac Pro · M2 Ultra 96GB Q8_0 ~4,190 1%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~3,216 0%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~4,824 0%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~2,095 0%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~2,860 0%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~3,216 0%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~4,824 0%
Mac Studio · M1 Ultra 128GB Q8_0 ~4,190 0%
Mac Studio · M2 Ultra 128GB Q8_0 ~4,190 0%
Mac Studio · M4 Max 128GB Q8_0 ~2,860 0%
Mac Studio · M4 Ultra 128GB Q8_0 ~4,290 0%
Mac Studio · M6 Max 128GB Q8_0 ~4,824 0%
Mac Pro · M2 Ultra 128GB Q8_0 ~4,190 0%
Mac Pro · M4 Ultra 128GB Q8_0 ~4,290 0%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~4,824 0%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~4,824 0%
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~9,654 0%
Mac Studio · M2 Ultra 192GB Q8_0 ~4,190 0%
Mac Studio · M4 Ultra 192GB Q8_0 ~4,290 0%
Mac Studio · M6 Max 192GB Q8_0 ~4,824 0%
Mac Studio · M6 Ultra 192GB Q8_0 ~9,654 0%
Mac Pro · M2 Ultra 192GB Q8_0 ~4,190 0%
Mac Pro · M4 Ultra 192GB Q8_0 ~4,290 0%
Mac Pro · M6 Ultra 192GB Q8_0 ~9,654 0%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~9,654 0%
Mac Studio · M4 Ultra 256GB Q8_0 ~4,290 0%
Mac Studio · M6 Ultra 256GB Q8_0 ~9,654 0%
Mac Pro · M4 Ultra 256GB Q8_0 ~4,290 0%
Mac Pro · M6 Ultra 256GB Q8_0 ~9,654 0%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~9,654 0%
Mac Studio · M6 Ultra 384GB Q8_0 ~9,654 0%
Mac Pro · M6 Ultra 384GB Q8_0 ~9,654 0%

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