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gemma 2b

General model by Google · 2.51B parameters

Runs Excellently

gemma 2b fits comfortably in your 24 GB Mac using Q8_0 quantization, using 14% of your RAM.

~57 tok/s

Q8_0 · 3.3 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 3.3 GB~57 tok/s
Q6_K 2.7 GB~75 tok/s
Q5_K_M 2.4 GB~88 tok/s
Q4_K_M 2.1 GB~103 tok/s
Q3_K_M 1.9 GB~125 tok/s
Q2_K 1.6 GB~162 tok/s

Specifications

Parameters2.5B
Architecturegemma
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1.4 GB
HuggingFace Downloads160,785

GGUF Sources

Which Mac Can Run gemma 2b?

Minimum Mac

MacBook Air — M1 8GB

Q8_0 · ~14 tok/s · 41% RAM

MacQuanttok/sRAM %
MacBook Air · M1 8GB Q8_0 ~14 41%
MacBook Air · M2 8GB Q8_0 ~21 41%
MacBook Air · M3 8GB Q8_0 ~21 41%
Mac Mini · M1 8GB Q8_0 ~14 41%
Mac Mini · M2 8GB Q8_0 ~21 41%
iMac · M1 8GB Q8_0 ~14 41%
iMac · M3 8GB Q8_0 ~21 41%
MacBook Air · M1 16GB Q8_0 ~14 21%
MacBook Air · M2 16GB Q8_0 ~21 21%
MacBook Air · M3 16GB Q8_0 ~21 21%
MacBook Air · M4 16GB Q8_0 ~25 21%
MacBook Air · M5 16GB Q8_0 ~32 21%
MacBook Air · M6 16GB Q8_0 ~43 21%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~42 21%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~42 21%
MacBook Pro 14" · M5 16GB Q8_0 ~32 21%
MacBook Pro 14" · M6 16GB Q8_0 ~43 21%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~42 21%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~42 21%
Mac Mini · M1 16GB Q8_0 ~14 21%
Mac Mini · M2 16GB Q8_0 ~21 21%
Mac Mini · M2 Pro 16GB Q8_0 ~42 21%
Mac Mini · M4 16GB Q8_0 ~25 21%
Mac Mini · M6 16GB Q8_0 ~43 21%
iMac · M1 16GB Q8_0 ~14 21%
iMac · M3 16GB Q8_0 ~21 21%
iMac · M4 16GB Q8_0 ~25 21%
iMac · M6 16GB Q8_0 ~43 21%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~31 18%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~31 18%
MacBook Air · M2 24GB Q8_0 ~21 14%
MacBook Air · M3 24GB Q8_0 ~21 14%
MacBook Air · M4 24GB Q8_0 ~25 14%
MacBook Air · M5 24GB Q8_0 ~32 14%
MacBook Air · M6 24GB Q8_0 ~43 14%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~57 14%
MacBook Pro 14" · M5 24GB Q8_0 ~32 14%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~64 14%
MacBook Pro 14" · M6 24GB Q8_0 ~43 14%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~86 14%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~57 14%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~64 14%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~86 14%
Mac Mini · M2 24GB Q8_0 ~21 14%
Mac Mini · M4 24GB Q8_0 ~25 14%
Mac Mini · M4 Pro 24GB Q8_0 ~57 14%
Mac Mini · M6 24GB Q8_0 ~43 14%
Mac Mini · M6 Pro 24GB Q8_0 ~86 14%
iMac · M3 24GB Q8_0 ~21 14%
iMac · M4 24GB Q8_0 ~25 14%
iMac · M6 24GB Q8_0 ~43 14%
MacBook Air · M4 32GB Q8_0 ~25 10%
MacBook Air · M5 32GB Q8_0 ~32 10%
MacBook Air · M6 32GB Q8_0 ~43 10%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~42 10%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~42 10%
MacBook Pro 14" · M5 32GB Q8_0 ~32 10%
MacBook Pro 14" · M6 32GB Q8_0 ~43 10%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~42 10%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~83 10%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~42 10%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~83 10%
Mac Mini · M2 Pro 32GB Q8_0 ~42 10%
Mac Mini · M4 32GB Q8_0 ~25 10%
Mac Mini · M6 32GB Q8_0 ~43 10%
Mac Studio · M1 Max 32GB Q8_0 ~83 10%
Mac Studio · M2 Max 32GB Q8_0 ~83 10%
iMac · M4 32GB Q8_0 ~25 10%
iMac · M6 32GB Q8_0 ~43 10%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~31 9%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~128 9%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~31 9%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~83 9%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~114 9%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~128 9%
Mac Studio · M4 Max 36GB Q8_0 ~114 9%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~57 7%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~64 7%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~128 7%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~86 7%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~192 7%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~83 7%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~57 7%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~114 7%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~64 7%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~128 7%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~86 7%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~192 7%
Mac Mini · M4 Pro 48GB Q8_0 ~57 7%
Mac Mini · M6 Pro 48GB Q8_0 ~86 7%
Mac Studio · M6 Max 48GB Q8_0 ~192 7%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~64 5%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~128 5%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~86 5%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~192 5%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~83 5%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~83 5%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~83 5%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~114 5%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~128 5%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~86 5%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~192 5%
Mac Mini · M6 Pro 64GB Q8_0 ~86 5%
Mac Studio · M1 Max 64GB Q8_0 ~83 5%
Mac Studio · M1 Ultra 64GB Q8_0 ~167 5%
Mac Studio · M2 Max 64GB Q8_0 ~83 5%
Mac Studio · M2 Ultra 64GB Q8_0 ~167 5%
Mac Studio · M4 Max 64GB Q8_0 ~114 5%
Mac Studio · M6 Max 64GB Q8_0 ~192 5%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~83 3%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~83 3%
Mac Studio · M2 Max 96GB Q8_0 ~83 3%
Mac Studio · M2 Ultra 96GB Q8_0 ~167 3%
Mac Pro · M2 Ultra 96GB Q8_0 ~167 3%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~128 3%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~192 3%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~83 3%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~114 3%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~128 3%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~192 3%
Mac Studio · M1 Ultra 128GB Q8_0 ~167 3%
Mac Studio · M2 Ultra 128GB Q8_0 ~167 3%
Mac Studio · M4 Max 128GB Q8_0 ~114 3%
Mac Studio · M4 Ultra 128GB Q8_0 ~171 3%
Mac Studio · M6 Max 128GB Q8_0 ~192 3%
Mac Pro · M2 Ultra 128GB Q8_0 ~167 3%
Mac Pro · M4 Ultra 128GB Q8_0 ~171 3%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~192 2%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~192 2%
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~385 2%
Mac Studio · M2 Ultra 192GB Q8_0 ~167 2%
Mac Studio · M4 Ultra 192GB Q8_0 ~171 2%
Mac Studio · M6 Max 192GB Q8_0 ~192 2%
Mac Studio · M6 Ultra 192GB Q8_0 ~385 2%
Mac Pro · M2 Ultra 192GB Q8_0 ~167 2%
Mac Pro · M4 Ultra 192GB Q8_0 ~171 2%
Mac Pro · M6 Ultra 192GB Q8_0 ~385 2%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~385 1%
Mac Studio · M4 Ultra 256GB Q8_0 ~171 1%
Mac Studio · M6 Ultra 256GB Q8_0 ~385 1%
Mac Pro · M4 Ultra 256GB Q8_0 ~171 1%
Mac Pro · M6 Ultra 256GB Q8_0 ~385 1%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~385 1%
Mac Studio · M6 Ultra 384GB Q8_0 ~385 1%
Mac Pro · M6 Ultra 384GB Q8_0 ~385 1%

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