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granite 3.0 2b base

General model by ibm-granite · 2.53B 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 3.0 2b base fits comfortably in your 24 GB Mac using Q8_0 quantization, using 14% of your RAM.

~64 tok/s

Q8_0 · 3.3 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 3.3 GB~64 tok/s✓
Q6_K 2.7 GB~83 tok/s✓
Q5_K_M 2.4 GB~98 tok/s✓
Q4_K_M 2.1 GB~115 tok/s✓
Q3_K_M 1.9 GB~139 tok/s✓
Q2_K 1.6 GB~180 tok/s✓

Specifications

Parameters2.5B
Architecturegranite
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1.4 GB
HuggingFace Downloads3,391

GGUF Sources

mradermacher
View on HuggingFace →

Which Mac Can Run granite 3.0 2b base?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~21 tok/s · 42% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~170 3%
Mac Studio · M3 Ultra 256GB Q8_0 ~170 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~170 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~166 5%
Mac Studio · M1 Ultra 128GB Q8_0 ~166 3%
Mac Studio · M2 Ultra 64GB Q8_0 ~166 5%
Mac Studio · M2 Ultra 128GB Q8_0 ~166 3%
Mac Studio · M2 Ultra 192GB Q8_0 ~166 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~127 9%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~127 7%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~127 5%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~127 3%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~127 9%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~127 7%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~127 5%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~127 3%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~113 9%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~113 7%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~113 5%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~113 3%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~113 9%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~113 7%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~113 5%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~113 3%
Mac Studio · M4 Max 36GB Q8_0 ~113 9%
Mac Studio · M4 Max 48GB Q8_0 ~113 7%
Mac Studio · M4 Max 64GB Q8_0 ~113 5%
Mac Studio · M4 Max 128GB Q8_0 ~113 3%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~83 10%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~83 5%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~83 10%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~83 5%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~83 3%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~83 9%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~83 7%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~83 5%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~83 3%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~83 3%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~83 10%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~83 5%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~83 10%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~83 5%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~83 3%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~83 9%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~83 7%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~83 5%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~83 3%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~83 3%
Mac Studio · M1 Max 32GB Q8_0 ~83 10%
Mac Studio · M1 Max 64GB Q8_0 ~83 5%
Mac Studio · M2 Max 32GB Q8_0 ~83 10%
Mac Studio · M2 Max 64GB Q8_0 ~83 5%
Mac Studio · M2 Max 96GB Q8_0 ~83 3%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~64 14%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~64 7%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~64 5%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~64 14%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~64 7%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~64 5%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~57 14%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~57 7%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~57 14%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~57 7%
Mac mini · M4 Pro 24GB Q8_0 ~57 14%
Mac mini · M4 Pro 48GB Q8_0 ~57 7%
Mac mini · M4 Pro 64GB Q8_0 ~57 5%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~41 21%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~41 10%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~41 21%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~41 10%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~41 21%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~41 10%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~41 21%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~41 10%
Mac mini · M2 Pro 16GB Q8_0 ~41 21%
Mac mini · M2 Pro 32GB Q8_0 ~41 10%
MacBook Air · M5 16GB Q8_0 ~32 21%
MacBook Air · M5 24GB Q8_0 ~32 14%
MacBook Air · M5 32GB Q8_0 ~32 10%
MacBook Pro 14" · M5 16GB Q8_0 ~32 21%
MacBook Pro 14" · M5 24GB Q8_0 ~32 14%
MacBook Pro 14" · M5 32GB Q8_0 ~32 10%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~31 18%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~31 9%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~31 18%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~31 9%
MacBook Air · M4 16GB Q8_0 ~25 21%
MacBook Air · M4 24GB Q8_0 ~25 14%
MacBook Air · M4 32GB Q8_0 ~25 10%
MacBook Pro 14" · M4 16GB Q8_0 ~25 21%
MacBook Pro 14" · M4 24GB Q8_0 ~25 14%
MacBook Pro 14" · M4 32GB Q8_0 ~25 10%
Mac mini · M4 16GB Q8_0 ~25 21%
Mac mini · M4 24GB Q8_0 ~25 14%
Mac mini · M4 32GB Q8_0 ~25 10%
iMac · M4 16GB Q8_0 ~25 21%
iMac · M4 24GB Q8_0 ~25 14%
iMac · M4 32GB Q8_0 ~25 10%
MacBook Air · M2 8GB Q8_0 ~21 42%
MacBook Air · M2 16GB Q8_0 ~21 21%
MacBook Air · M2 24GB Q8_0 ~21 14%
MacBook Air · M3 8GB Q8_0 ~21 42%
MacBook Air · M3 16GB Q8_0 ~21 21%
MacBook Air · M3 24GB Q8_0 ~21 14%
MacBook Pro 14" · M3 8GB Q8_0 ~21 42%
MacBook Pro 14" · M3 16GB Q8_0 ~21 21%
MacBook Pro 14" · M3 24GB Q8_0 ~21 14%
Mac mini · M2 8GB Q8_0 ~21 42%
Mac mini · M2 16GB Q8_0 ~21 21%
Mac mini · M2 24GB Q8_0 ~21 14%
iMac · M3 8GB Q8_0 ~21 42%
iMac · M3 16GB Q8_0 ~21 21%
iMac · M3 24GB Q8_0 ~21 14%
MacBook Air · M1 8GB Q8_0 ~14 42%
MacBook Air · M1 16GB Q8_0 ~14 21%
Mac mini · M1 8GB Q8_0 ~14 42%
Mac mini · M1 16GB Q8_0 ~14 21%
iMac · M1 8GB Q8_0 ~14 42%
iMac · M1 16GB Q8_0 ~14 21%

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