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medical biencoder ko bert question

Coding model by snumin44 · 0.11B 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

medical biencoder ko bert question fits comfortably in your 24 GB Mac using Q8_0 quantization, using 3% of your RAM.

~1,462 tok/s

Q8_0 · 0.6 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 0.6 GB~1,462 tok/s✓
Q6_K 0.6 GB~1,919 tok/s✓
Q5_K_M 0.6 GB~2,257 tok/s✓
Q4_K_M 0.6 GB~2,647 tok/s✓
Q3_K_M 0.6 GB~3,198 tok/s✓
Q2_K 0.5 GB~4,149 tok/s✓

Specifications

Parameters111M
Architecturebert
Context Length512
CategoryCoding
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads14,178
View on HuggingFace →

Which Mac Can Run medical biencoder ko bert question?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~476 tok/s · 8% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~3,900 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~3,900 0%
Mac Studio · M3 Ultra 512GB Q8_0 ~3,900 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~3,810 1%
Mac Studio · M1 Ultra 128GB Q8_0 ~3,810 0%
Mac Studio · M2 Ultra 64GB Q8_0 ~3,810 1%
Mac Studio · M2 Ultra 128GB Q8_0 ~3,810 0%
Mac Studio · M2 Ultra 192GB Q8_0 ~3,810 0%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~2,924 2%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~2,924 1%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~2,924 1%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~2,924 0%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~2,924 2%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~2,924 1%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~2,924 1%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~2,924 0%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~2,600 2%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~2,600 1%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~2,600 1%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~2,600 0%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~2,600 2%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~2,600 1%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~2,600 1%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~2,600 0%
Mac Studio · M4 Max 36GB Q8_0 ~2,600 2%
Mac Studio · M4 Max 48GB Q8_0 ~2,600 1%
Mac Studio · M4 Max 64GB Q8_0 ~2,600 1%
Mac Studio · M4 Max 128GB Q8_0 ~2,600 0%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~1,905 2%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~1,905 1%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~1,905 2%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~1,905 1%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~1,905 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~1,905 2%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~1,905 1%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~1,905 1%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~1,905 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~1,905 0%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~1,905 2%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~1,905 1%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~1,905 2%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~1,905 1%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~1,905 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~1,905 2%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~1,905 1%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~1,905 1%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~1,905 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~1,905 0%
Mac Studio · M1 Max 32GB Q8_0 ~1,905 2%
Mac Studio · M1 Max 64GB Q8_0 ~1,905 1%
Mac Studio · M2 Max 32GB Q8_0 ~1,905 2%
Mac Studio · M2 Max 64GB Q8_0 ~1,905 1%
Mac Studio · M2 Max 96GB Q8_0 ~1,905 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~1,462 3%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~1,462 1%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~1,462 1%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~1,462 3%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~1,462 1%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~1,462 1%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~1,300 3%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~1,300 1%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~1,300 3%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~1,300 1%
Mac mini · M4 Pro 24GB Q8_0 ~1,300 3%
Mac mini · M4 Pro 48GB Q8_0 ~1,300 1%
Mac mini · M4 Pro 64GB Q8_0 ~1,300 1%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~952 4%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~952 2%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~952 4%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~952 2%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~952 4%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~952 2%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~952 4%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~952 2%
Mac mini · M2 Pro 16GB Q8_0 ~952 4%
Mac mini · M2 Pro 32GB Q8_0 ~952 2%
MacBook Air · M5 16GB Q8_0 ~729 4%
MacBook Air · M5 24GB Q8_0 ~729 3%
MacBook Air · M5 32GB Q8_0 ~729 2%
MacBook Pro 14" · M5 16GB Q8_0 ~729 4%
MacBook Pro 14" · M5 24GB Q8_0 ~729 3%
MacBook Pro 14" · M5 32GB Q8_0 ~729 2%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~714 3%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~714 2%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~714 3%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~714 2%
MacBook Air · M4 16GB Q8_0 ~571 4%
MacBook Air · M4 24GB Q8_0 ~571 3%
MacBook Air · M4 32GB Q8_0 ~571 2%
MacBook Pro 14" · M4 16GB Q8_0 ~571 4%
MacBook Pro 14" · M4 24GB Q8_0 ~571 3%
MacBook Pro 14" · M4 32GB Q8_0 ~571 2%
Mac mini · M4 16GB Q8_0 ~571 4%
Mac mini · M4 24GB Q8_0 ~571 3%
Mac mini · M4 32GB Q8_0 ~571 2%
iMac · M4 16GB Q8_0 ~571 4%
iMac · M4 24GB Q8_0 ~571 3%
iMac · M4 32GB Q8_0 ~571 2%
MacBook Air · M2 8GB Q8_0 ~476 8%
MacBook Air · M2 16GB Q8_0 ~476 4%
MacBook Air · M2 24GB Q8_0 ~476 3%
MacBook Air · M3 8GB Q8_0 ~476 8%
MacBook Air · M3 16GB Q8_0 ~476 4%
MacBook Air · M3 24GB Q8_0 ~476 3%
MacBook Pro 14" · M3 8GB Q8_0 ~476 8%
MacBook Pro 14" · M3 16GB Q8_0 ~476 4%
MacBook Pro 14" · M3 24GB Q8_0 ~476 3%
Mac mini · M2 8GB Q8_0 ~476 8%
Mac mini · M2 16GB Q8_0 ~476 4%
Mac mini · M2 24GB Q8_0 ~476 3%
iMac · M3 8GB Q8_0 ~476 8%
iMac · M3 16GB Q8_0 ~476 4%
iMac · M3 24GB Q8_0 ~476 3%
MacBook Air · M1 8GB Q8_0 ~325 8%
MacBook Air · M1 16GB Q8_0 ~325 4%
Mac mini · M1 8GB Q8_0 ~325 8%
Mac mini · M1 16GB Q8_0 ~325 4%
iMac · M1 8GB Q8_0 ~325 8%
iMac · M1 16GB Q8_0 ~325 4%

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