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pythia 160m deduped

General model by eleutherai · 0.21B parameters

Chip
Unified Memory
Bandwidth 307 GB/s
Available for Models ~21 GB

Runs Excellently

pythia 160m deduped fits comfortably in your 24 GB Mac using Q8_0 quantization, using 3% of your RAM.

~766 tok/s

Q8_0 · 0.7 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 0.7 GB~766 tok/s✓
Q6_K 0.7 GB~1,005 tok/s✓
Q5_K_M 0.7 GB~1,182 tok/s✓
Q4_K_M 0.6 GB~1,386 tok/s✓
Q3_K_M 0.6 GB~1,675 tok/s✓
Q2_K 0.6 GB~2,173 tok/s✓

Specifications

Parameters213M
Architecturegpt_neox
Context Length2K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads105,592

GGUF Sources

mradermacher
View on HuggingFace →

Which Mac Can Run pythia 160m deduped?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~249 tok/s · 9% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~4,597 0%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~4,597 0%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~4,597 0%
Mac Studio · M6 Ultra 192GB Q8_0 ~4,597 0%
Mac Studio · M6 Ultra 256GB Q8_0 ~4,597 0%
Mac Studio · M6 Ultra 384GB Q8_0 ~4,597 0%
Mac Studio · M5 Ultra 128GB Q8_0 ~3,063 1%
Mac Studio · M5 Ultra 192GB Q8_0 ~3,063 0%
Mac Studio · M5 Ultra 256GB Q8_0 ~3,063 0%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~2,297 2%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~2,297 1%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~2,297 1%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~2,297 0%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~2,297 2%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~2,297 1%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~2,297 1%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~2,297 0%
Mac Studio · M6 Max 48GB Q8_0 ~2,297 2%
Mac Studio · M6 Max 64GB Q8_0 ~2,297 1%
Mac Studio · M6 Max 128GB Q8_0 ~2,297 1%
Mac Studio · M6 Max 192GB Q8_0 ~2,297 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~1,995 1%
Mac Studio · M1 Ultra 128GB Q8_0 ~1,995 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~1,995 1%
Mac Studio · M2 Ultra 96GB Q8_0 ~1,995 1%
Mac Studio · M2 Ultra 128GB Q8_0 ~1,995 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~1,995 0%
Mac Studio · M3 Ultra 96GB Q8_0 ~1,995 1%
Mac Studio · M3 Ultra 192GB Q8_0 ~1,995 0%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~1,532 2%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~1,532 2%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~1,532 1%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~1,532 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~1,532 2%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~1,532 2%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~1,532 1%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~1,532 1%
Mac Studio · M5 Max 36GB Q8_0 ~1,532 2%
Mac Studio · M5 Max 64GB Q8_0 ~1,532 1%
Mac Studio · M5 Max 128GB Q8_0 ~1,532 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~1,362 2%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~1,362 2%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~1,362 1%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~1,362 1%
Mac Studio · M4 Max 36GB Q8_0 ~1,362 2%
Mac Studio · M4 Max 64GB Q8_0 ~1,362 1%
Mac Studio · M4 Max 128GB Q8_0 ~1,362 1%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~1,023 3%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~1,023 2%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~1,023 1%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~1,023 3%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~1,023 2%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~1,023 1%
Mac Mini · M6 Pro 24GB Q8_0 ~1,023 3%
Mac Mini · M6 Pro 48GB Q8_0 ~1,023 2%
Mac Mini · M6 Pro 64GB Q8_0 ~1,023 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~998 2%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~998 1%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~998 2%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~998 1%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~998 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~998 2%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~998 2%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~998 1%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~998 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~998 1%
Mac Studio · M1 Max 32GB Q8_0 ~998 2%
Mac Studio · M1 Max 64GB Q8_0 ~998 1%
Mac Studio · M2 Max 32GB Q8_0 ~998 2%
Mac Studio · M2 Max 64GB Q8_0 ~998 1%
Mac Studio · M2 Max 96GB Q8_0 ~998 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~766 3%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~766 2%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~766 1%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~766 3%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~766 2%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~681 3%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~681 2%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~681 3%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~681 2%
Mac Mini · M4 Pro 24GB Q8_0 ~681 3%
Mac Mini · M4 Pro 48GB Q8_0 ~681 2%
MacBook Air · M6 16GB Q8_0 ~509 5%
MacBook Air · M6 24GB Q8_0 ~509 3%
MacBook Air · M6 32GB Q8_0 ~509 2%
MacBook Pro 14" · M6 16GB Q8_0 ~509 5%
MacBook Pro 14" · M6 24GB Q8_0 ~509 3%
MacBook Pro 14" · M6 32GB Q8_0 ~509 2%
Mac Mini · M6 16GB Q8_0 ~509 5%
Mac Mini · M6 24GB Q8_0 ~509 3%
Mac Mini · M6 32GB Q8_0 ~509 2%
iMac · M6 16GB Q8_0 ~509 5%
iMac · M6 24GB Q8_0 ~509 3%
iMac · M6 32GB Q8_0 ~509 2%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~499 5%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~499 2%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~499 5%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~499 2%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~499 5%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~499 2%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~499 5%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~499 2%
Mac Mini · M2 Pro 16GB Q8_0 ~499 5%
Mac Mini · M2 Pro 32GB Q8_0 ~499 2%
MacBook Air · M5 16GB Q8_0 ~383 5%
MacBook Air · M5 24GB Q8_0 ~383 3%
MacBook Air · M5 32GB Q8_0 ~383 2%
MacBook Pro 14" · M5 16GB Q8_0 ~383 5%
MacBook Pro 14" · M5 24GB Q8_0 ~383 3%
MacBook Pro 14" · M5 32GB Q8_0 ~383 2%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~374 4%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~374 2%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~374 4%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~374 2%
MacBook Air · M4 16GB Q8_0 ~299 5%
MacBook Air · M4 24GB Q8_0 ~299 3%
MacBook Air · M4 32GB Q8_0 ~299 2%
Mac Mini · M4 16GB Q8_0 ~299 5%
Mac Mini · M4 24GB Q8_0 ~299 3%
Mac Mini · M4 32GB Q8_0 ~299 2%
iMac · M4 16GB Q8_0 ~299 5%
iMac · M4 24GB Q8_0 ~299 3%
iMac · M4 32GB Q8_0 ~299 2%
MacBook Air · M2 8GB Q8_0 ~249 9%
MacBook Air · M2 16GB Q8_0 ~249 5%
MacBook Air · M2 24GB Q8_0 ~249 3%
MacBook Air · M3 8GB Q8_0 ~249 9%
MacBook Air · M3 16GB Q8_0 ~249 5%
MacBook Air · M3 24GB Q8_0 ~249 3%
Mac Mini · M2 8GB Q8_0 ~249 9%
Mac Mini · M2 16GB Q8_0 ~249 5%
Mac Mini · M2 24GB Q8_0 ~249 3%
iMac · M3 8GB Q8_0 ~249 9%
iMac · M3 16GB Q8_0 ~249 5%
iMac · M3 24GB Q8_0 ~249 3%
MacBook Air · M1 8GB Q8_0 ~170 9%
MacBook Air · M1 16GB Q8_0 ~170 5%
Mac Mini · M1 8GB Q8_0 ~170 9%
Mac Mini · M1 16GB Q8_0 ~170 5%
iMac · M1 8GB Q8_0 ~170 9%
iMac · M1 16GB Q8_0 ~170 5%

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