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bge small zh v1.5

Embedding model by BAAI · 0.02B 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

bge small zh v1.5 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 2% of your RAM.

~8,040 tok/s

Q8_0 · 0.5 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 0.5 GB~8,040 tok/s✓
Q6_K 0.5 GB~10,553 tok/s✓
Q5_K_M 0.5 GB~12,415 tok/s✓
Q4_K_M 0.5 GB~14,556 tok/s✓
Q3_K_M 0.5 GB~17,589 tok/s✓
Q2_K 0.5 GB~22,818 tok/s✓

Specifications

Parameters24M
Architecturebert
Context Length512
CategoryEmbedding
Formatgguf
Minimum RAM1 GB
Licensemit
HuggingFace Downloads4,930,941
View on HuggingFace →

Which Mac Can Run bge small zh v1.5?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~2,619 tok/s · 7% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~21,450 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~21,450 0%
Mac Studio · M3 Ultra 512GB Q8_0 ~21,450 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~20,952 1%
Mac Studio · M1 Ultra 128GB Q8_0 ~20,952 0%
Mac Studio · M2 Ultra 64GB Q8_0 ~20,952 1%
Mac Studio · M2 Ultra 128GB Q8_0 ~20,952 0%
Mac Studio · M2 Ultra 192GB Q8_0 ~20,952 0%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~16,081 1%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~16,081 1%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~16,081 1%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~16,081 0%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~16,081 1%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~16,081 1%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~16,081 1%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~16,081 0%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~14,300 1%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~14,300 1%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~14,300 1%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~14,300 0%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~14,300 1%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~14,300 1%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~14,300 1%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~14,300 0%
Mac Studio · M4 Max 36GB Q8_0 ~14,300 1%
Mac Studio · M4 Max 48GB Q8_0 ~14,300 1%
Mac Studio · M4 Max 64GB Q8_0 ~14,300 1%
Mac Studio · M4 Max 128GB Q8_0 ~14,300 0%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~10,476 2%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~10,476 1%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~10,476 2%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~10,476 1%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~10,476 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~10,476 1%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~10,476 1%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~10,476 1%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~10,476 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~10,476 0%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~10,476 2%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~10,476 1%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~10,476 2%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~10,476 1%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~10,476 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~10,476 1%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~10,476 1%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~10,476 1%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~10,476 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~10,476 0%
Mac Studio · M1 Max 32GB Q8_0 ~10,476 2%
Mac Studio · M1 Max 64GB Q8_0 ~10,476 1%
Mac Studio · M2 Max 32GB Q8_0 ~10,476 2%
Mac Studio · M2 Max 64GB Q8_0 ~10,476 1%
Mac Studio · M2 Max 96GB Q8_0 ~10,476 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~8,040 2%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~8,040 1%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~8,040 1%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~8,040 2%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~8,040 1%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~8,040 1%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~7,150 2%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~7,150 1%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~7,150 2%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~7,150 1%
Mac mini · M4 Pro 24GB Q8_0 ~7,150 2%
Mac mini · M4 Pro 48GB Q8_0 ~7,150 1%
Mac mini · M4 Pro 64GB Q8_0 ~7,150 1%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~5,238 3%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~5,238 2%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~5,238 3%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~5,238 2%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~5,238 3%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~5,238 2%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~5,238 3%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~5,238 2%
Mac mini · M2 Pro 16GB Q8_0 ~5,238 3%
Mac mini · M2 Pro 32GB Q8_0 ~5,238 2%
MacBook Air · M5 16GB Q8_0 ~4,007 3%
MacBook Air · M5 24GB Q8_0 ~4,007 2%
MacBook Air · M5 32GB Q8_0 ~4,007 2%
MacBook Pro 14" · M5 16GB Q8_0 ~4,007 3%
MacBook Pro 14" · M5 24GB Q8_0 ~4,007 2%
MacBook Pro 14" · M5 32GB Q8_0 ~4,007 2%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~3,929 3%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~3,929 1%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~3,929 3%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~3,929 1%
MacBook Air · M4 16GB Q8_0 ~3,143 3%
MacBook Air · M4 24GB Q8_0 ~3,143 2%
MacBook Air · M4 32GB Q8_0 ~3,143 2%
MacBook Pro 14" · M4 16GB Q8_0 ~3,143 3%
MacBook Pro 14" · M4 24GB Q8_0 ~3,143 2%
MacBook Pro 14" · M4 32GB Q8_0 ~3,143 2%
Mac mini · M4 16GB Q8_0 ~3,143 3%
Mac mini · M4 24GB Q8_0 ~3,143 2%
Mac mini · M4 32GB Q8_0 ~3,143 2%
iMac · M4 16GB Q8_0 ~3,143 3%
iMac · M4 24GB Q8_0 ~3,143 2%
iMac · M4 32GB Q8_0 ~3,143 2%
MacBook Air · M2 8GB Q8_0 ~2,619 7%
MacBook Air · M2 16GB Q8_0 ~2,619 3%
MacBook Air · M2 24GB Q8_0 ~2,619 2%
MacBook Air · M3 8GB Q8_0 ~2,619 7%
MacBook Air · M3 16GB Q8_0 ~2,619 3%
MacBook Air · M3 24GB Q8_0 ~2,619 2%
MacBook Pro 14" · M3 8GB Q8_0 ~2,619 7%
MacBook Pro 14" · M3 16GB Q8_0 ~2,619 3%
MacBook Pro 14" · M3 24GB Q8_0 ~2,619 2%
Mac mini · M2 8GB Q8_0 ~2,619 7%
Mac mini · M2 16GB Q8_0 ~2,619 3%
Mac mini · M2 24GB Q8_0 ~2,619 2%
iMac · M3 8GB Q8_0 ~2,619 7%
iMac · M3 16GB Q8_0 ~2,619 3%
iMac · M3 24GB Q8_0 ~2,619 2%
MacBook Air · M1 8GB Q8_0 ~1,788 7%
MacBook Air · M1 16GB Q8_0 ~1,788 3%
Mac mini · M1 8GB Q8_0 ~1,788 7%
Mac mini · M1 16GB Q8_0 ~1,788 3%
iMac · M1 8GB Q8_0 ~1,788 7%
iMac · M1 16GB Q8_0 ~1,788 3%

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