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granite embedding english r2

Embedding model by ibm-granite · 0.15B 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

granite embedding english r2 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 3% of your RAM.

~1,072 tok/s

Q8_0 · 0.7 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 0.7 GB~1,072 tok/s✓
Q6_K 0.6 GB~1,407 tok/s✓
Q5_K_M 0.6 GB~1,655 tok/s✓
Q4_K_M 0.6 GB~1,941 tok/s✓
Q3_K_M 0.6 GB~2,345 tok/s✓
Q2_K 0.6 GB~3,042 tok/s✓

Specifications

Parameters149M
Architecturemodernbert
Context Length8K
CategoryEmbedding
Formatgguf
Minimum RAM1 GB
Licenseapache-2.0
HuggingFace Downloads52,109

GGUF Sources

mradermacher
View on HuggingFace →

Which Mac Can Run granite embedding english r2?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~349 tok/s · 8% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~2,860 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~2,860 0%
Mac Studio · M3 Ultra 512GB Q8_0 ~2,860 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~2,794 1%
Mac Studio · M1 Ultra 128GB Q8_0 ~2,794 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~2,794 1%
Mac Studio · M2 Ultra 128GB Q8_0 ~2,794 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~2,794 0%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~2,144 2%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~2,144 1%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~2,144 1%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~2,144 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~2,144 2%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~2,144 1%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~2,144 1%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~2,144 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~1,907 2%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~1,907 1%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~1,907 1%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~1,907 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~1,907 2%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~1,907 1%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~1,907 1%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~1,907 1%
Mac Studio · M4 Max 36GB Q8_0 ~1,907 2%
Mac Studio · M4 Max 48GB Q8_0 ~1,907 1%
Mac Studio · M4 Max 64GB Q8_0 ~1,907 1%
Mac Studio · M4 Max 128GB Q8_0 ~1,907 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~1,397 2%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~1,397 1%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~1,397 2%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~1,397 1%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~1,397 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~1,397 2%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~1,397 1%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~1,397 1%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~1,397 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~1,397 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~1,397 2%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~1,397 1%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~1,397 2%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~1,397 1%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~1,397 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~1,397 2%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~1,397 1%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~1,397 1%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~1,397 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~1,397 1%
Mac Studio · M1 Max 32GB Q8_0 ~1,397 2%
Mac Studio · M1 Max 64GB Q8_0 ~1,397 1%
Mac Studio · M2 Max 32GB Q8_0 ~1,397 2%
Mac Studio · M2 Max 64GB Q8_0 ~1,397 1%
Mac Studio · M2 Max 96GB Q8_0 ~1,397 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~1,072 3%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~1,072 1%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~1,072 1%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~1,072 3%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~1,072 1%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~1,072 1%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~953 3%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~953 1%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~953 3%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~953 1%
Mac mini · M4 Pro 24GB Q8_0 ~953 3%
Mac mini · M4 Pro 48GB Q8_0 ~953 1%
Mac mini · M4 Pro 64GB Q8_0 ~953 1%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~698 4%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~698 2%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~698 4%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~698 2%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~698 4%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~698 2%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~698 4%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~698 2%
Mac mini · M2 Pro 16GB Q8_0 ~698 4%
Mac mini · M2 Pro 32GB Q8_0 ~698 2%
MacBook Air · M5 16GB Q8_0 ~534 4%
MacBook Air · M5 24GB Q8_0 ~534 3%
MacBook Air · M5 32GB Q8_0 ~534 2%
MacBook Pro 14" · M5 16GB Q8_0 ~534 4%
MacBook Pro 14" · M5 24GB Q8_0 ~534 3%
MacBook Pro 14" · M5 32GB Q8_0 ~534 2%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~524 4%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~524 2%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~524 4%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~524 2%
MacBook Air · M4 16GB Q8_0 ~419 4%
MacBook Air · M4 24GB Q8_0 ~419 3%
MacBook Air · M4 32GB Q8_0 ~419 2%
MacBook Pro 14" · M4 16GB Q8_0 ~419 4%
MacBook Pro 14" · M4 24GB Q8_0 ~419 3%
MacBook Pro 14" · M4 32GB Q8_0 ~419 2%
Mac mini · M4 16GB Q8_0 ~419 4%
Mac mini · M4 24GB Q8_0 ~419 3%
Mac mini · M4 32GB Q8_0 ~419 2%
iMac · M4 16GB Q8_0 ~419 4%
iMac · M4 24GB Q8_0 ~419 3%
iMac · M4 32GB Q8_0 ~419 2%
MacBook Air · M2 8GB Q8_0 ~349 8%
MacBook Air · M2 16GB Q8_0 ~349 4%
MacBook Air · M2 24GB Q8_0 ~349 3%
MacBook Air · M3 8GB Q8_0 ~349 8%
MacBook Air · M3 16GB Q8_0 ~349 4%
MacBook Air · M3 24GB Q8_0 ~349 3%
MacBook Pro 14" · M3 8GB Q8_0 ~349 8%
MacBook Pro 14" · M3 16GB Q8_0 ~349 4%
MacBook Pro 14" · M3 24GB Q8_0 ~349 3%
Mac mini · M2 8GB Q8_0 ~349 8%
Mac mini · M2 16GB Q8_0 ~349 4%
Mac mini · M2 24GB Q8_0 ~349 3%
iMac · M3 8GB Q8_0 ~349 8%
iMac · M3 16GB Q8_0 ~349 4%
iMac · M3 24GB Q8_0 ~349 3%
MacBook Air · M1 8GB Q8_0 ~238 8%
MacBook Air · M1 16GB Q8_0 ~238 4%
Mac mini · M1 8GB Q8_0 ~238 8%
Mac mini · M1 16GB Q8_0 ~238 4%
iMac · M1 8GB Q8_0 ~238 8%
iMac · M1 16GB Q8_0 ~238 4%

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