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nomic embed text v1.5

Embedding model by Nomic · 0.14B parameters · Released 2024-02-10

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

Runs Excellently

nomic embed text v1.5 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 3% of your RAM.

~1,149 tok/s

Q8_0 · 0.7 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 0.7 GB~1,149 tok/s✓
Q6_K 0.6 GB~1,508 tok/s✓
Q5_K_M 0.6 GB~1,774 tok/s✓
Q4_K_M 0.6 GB~2,079 tok/s✓
Q3_K_M 0.6 GB~2,513 tok/s✓
Q2_K 0.6 GB~3,260 tok/s✓

Specifications

Parameters137M
Architecturenomic_bert
Context Length2K
CategoryEmbedding
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads10,743,895

GGUF Sources

mradermacher
View on HuggingFace →

Which Mac Can Run nomic embed text v1.5?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~374 tok/s · 8% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~6,896 0%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~6,896 0%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~6,896 0%
Mac Studio · M6 Ultra 192GB Q8_0 ~6,896 0%
Mac Studio · M6 Ultra 256GB Q8_0 ~6,896 0%
Mac Studio · M6 Ultra 384GB Q8_0 ~6,896 0%
Mac Studio · M5 Ultra 128GB Q8_0 ~4,595 1%
Mac Studio · M5 Ultra 192GB Q8_0 ~4,595 0%
Mac Studio · M5 Ultra 256GB Q8_0 ~4,595 0%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~3,446 1%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~3,446 1%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~3,446 1%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~3,446 0%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~3,446 1%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~3,446 1%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~3,446 1%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~3,446 0%
Mac Studio · M6 Max 48GB Q8_0 ~3,446 1%
Mac Studio · M6 Max 64GB Q8_0 ~3,446 1%
Mac Studio · M6 Max 128GB Q8_0 ~3,446 1%
Mac Studio · M6 Max 192GB Q8_0 ~3,446 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~2,993 1%
Mac Studio · M1 Ultra 128GB Q8_0 ~2,993 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~2,993 1%
Mac Studio · M2 Ultra 96GB Q8_0 ~2,993 1%
Mac Studio · M2 Ultra 128GB Q8_0 ~2,993 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~2,993 0%
Mac Studio · M3 Ultra 96GB Q8_0 ~2,993 1%
Mac Studio · M3 Ultra 192GB Q8_0 ~2,993 0%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~2,297 2%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~2,297 1%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~2,297 1%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~2,297 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~2,297 2%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~2,297 1%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~2,297 1%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~2,297 1%
Mac Studio · M5 Max 36GB Q8_0 ~2,297 2%
Mac Studio · M5 Max 64GB Q8_0 ~2,297 1%
Mac Studio · M5 Max 128GB Q8_0 ~2,297 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~2,043 2%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~2,043 1%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~2,043 1%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~2,043 1%
Mac Studio · M4 Max 36GB Q8_0 ~2,043 2%
Mac Studio · M4 Max 64GB Q8_0 ~2,043 1%
Mac Studio · M4 Max 128GB Q8_0 ~2,043 1%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~1,534 3%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~1,534 1%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~1,534 1%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~1,534 3%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~1,534 1%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~1,534 1%
Mac Mini · M6 Pro 24GB Q8_0 ~1,534 3%
Mac Mini · M6 Pro 48GB Q8_0 ~1,534 1%
Mac Mini · M6 Pro 64GB Q8_0 ~1,534 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~1,497 2%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~1,497 1%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~1,497 2%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~1,497 1%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~1,497 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~1,497 2%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~1,497 1%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~1,497 1%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~1,497 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~1,497 1%
Mac Studio · M1 Max 32GB Q8_0 ~1,497 2%
Mac Studio · M1 Max 64GB Q8_0 ~1,497 1%
Mac Studio · M2 Max 32GB Q8_0 ~1,497 2%
Mac Studio · M2 Max 64GB Q8_0 ~1,497 1%
Mac Studio · M2 Max 96GB Q8_0 ~1,497 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~1,149 3%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~1,149 1%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~1,149 1%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~1,149 3%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~1,149 1%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~1,021 3%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~1,021 1%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~1,021 3%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~1,021 1%
Mac Mini · M4 Pro 24GB Q8_0 ~1,021 3%
Mac Mini · M4 Pro 48GB Q8_0 ~1,021 1%
MacBook Air · M6 16GB Q8_0 ~763 4%
MacBook Air · M6 24GB Q8_0 ~763 3%
MacBook Air · M6 32GB Q8_0 ~763 2%
MacBook Pro 14" · M6 16GB Q8_0 ~763 4%
MacBook Pro 14" · M6 24GB Q8_0 ~763 3%
MacBook Pro 14" · M6 32GB Q8_0 ~763 2%
Mac Mini · M6 16GB Q8_0 ~763 4%
Mac Mini · M6 24GB Q8_0 ~763 3%
Mac Mini · M6 32GB Q8_0 ~763 2%
iMac · M6 16GB Q8_0 ~763 4%
iMac · M6 24GB Q8_0 ~763 3%
iMac · M6 32GB Q8_0 ~763 2%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~748 4%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~748 2%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~748 4%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~748 2%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~748 4%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~748 2%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~748 4%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~748 2%
Mac Mini · M2 Pro 16GB Q8_0 ~748 4%
Mac Mini · M2 Pro 32GB Q8_0 ~748 2%
MacBook Air · M5 16GB Q8_0 ~575 4%
MacBook Air · M5 24GB Q8_0 ~575 3%
MacBook Air · M5 32GB Q8_0 ~575 2%
MacBook Pro 14" · M5 16GB Q8_0 ~575 4%
MacBook Pro 14" · M5 24GB Q8_0 ~575 3%
MacBook Pro 14" · M5 32GB Q8_0 ~575 2%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~561 4%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~561 2%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~561 4%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~561 2%
MacBook Air · M4 16GB Q8_0 ~449 4%
MacBook Air · M4 24GB Q8_0 ~449 3%
MacBook Air · M4 32GB Q8_0 ~449 2%
Mac Mini · M4 16GB Q8_0 ~449 4%
Mac Mini · M4 24GB Q8_0 ~449 3%
Mac Mini · M4 32GB Q8_0 ~449 2%
iMac · M4 16GB Q8_0 ~449 4%
iMac · M4 24GB Q8_0 ~449 3%
iMac · M4 32GB Q8_0 ~449 2%
MacBook Air · M2 8GB Q8_0 ~374 8%
MacBook Air · M2 16GB Q8_0 ~374 4%
MacBook Air · M2 24GB Q8_0 ~374 3%
MacBook Air · M3 8GB Q8_0 ~374 8%
MacBook Air · M3 16GB Q8_0 ~374 4%
MacBook Air · M3 24GB Q8_0 ~374 3%
Mac Mini · M2 8GB Q8_0 ~374 8%
Mac Mini · M2 16GB Q8_0 ~374 4%
Mac Mini · M2 24GB Q8_0 ~374 3%
iMac · M3 8GB Q8_0 ~374 8%
iMac · M3 16GB Q8_0 ~374 4%
iMac · M3 24GB Q8_0 ~374 3%
MacBook Air · M1 8GB Q8_0 ~255 8%
MacBook Air · M1 16GB Q8_0 ~255 4%
Mac Mini · M1 8GB Q8_0 ~255 8%
Mac Mini · M1 16GB Q8_0 ~255 4%
iMac · M1 8GB Q8_0 ~255 8%
iMac · M1 16GB Q8_0 ~255 4%

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