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granite 3b code base 2k

Coding model by ibm-granite · 3.48B parameters

Chip
Unified Memory
Bandwidth 307 GB/s
Available for Models ~21 GB

Runs Excellently

granite 3b code base 2k fits comfortably in your 24 GB Mac using Q8_0 quantization, using 18% of your RAM.

~46 tok/s

Q8_0 · 4.4 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 4.4 GB~46 tok/s✓
Q6_K 3.5 GB~61 tok/s✓
Q5_K_M 3.1 GB~71 tok/s✓
Q4_K_M 2.7 GB~84 tok/s✓
Q3_K_M 2.4 GB~101 tok/s✓
Q2_K 2.0 GB~131 tok/s✓

Specifications

Parameters3.5B
Architecturellama
Context Length2K
CategoryCoding
Formatgguf
Minimum RAM1.9 GB
HuggingFace Downloads36,867

GGUF Sources

mradermacher
View on HuggingFace →

Which Mac Can Run granite 3b code base 2k?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~15 tok/s · 55% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~277 2%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~277 2%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~277 1%
Mac Studio · M6 Ultra 192GB Q8_0 ~277 2%
Mac Studio · M6 Ultra 256GB Q8_0 ~277 2%
Mac Studio · M6 Ultra 384GB Q8_0 ~277 1%
Mac Studio · M5 Ultra 128GB Q8_0 ~185 3%
Mac Studio · M5 Ultra 192GB Q8_0 ~185 2%
Mac Studio · M5 Ultra 256GB Q8_0 ~185 2%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~139 9%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~139 7%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~139 3%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~139 2%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~139 9%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~139 7%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~139 3%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~139 2%
Mac Studio · M6 Max 48GB Q8_0 ~139 9%
Mac Studio · M6 Max 64GB Q8_0 ~139 7%
Mac Studio · M6 Max 128GB Q8_0 ~139 3%
Mac Studio · M6 Max 192GB Q8_0 ~139 2%
Mac Studio · M1 Ultra 64GB Q8_0 ~120 7%
Mac Studio · M1 Ultra 128GB Q8_0 ~120 3%
Mac Studio · M2 Ultra 64GB Q8_0 ~120 7%
Mac Studio · M2 Ultra 96GB Q8_0 ~120 5%
Mac Studio · M2 Ultra 128GB Q8_0 ~120 3%
Mac Studio · M2 Ultra 192GB Q8_0 ~120 2%
Mac Studio · M3 Ultra 96GB Q8_0 ~120 5%
Mac Studio · M3 Ultra 192GB Q8_0 ~120 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~92 12%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~92 9%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~92 7%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~92 3%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~92 12%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~92 9%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~92 7%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~92 3%
Mac Studio · M5 Max 36GB Q8_0 ~92 12%
Mac Studio · M5 Max 64GB Q8_0 ~92 7%
Mac Studio · M5 Max 128GB Q8_0 ~92 3%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~82 12%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~82 9%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~82 7%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~82 3%
Mac Studio · M4 Max 36GB Q8_0 ~82 12%
Mac Studio · M4 Max 64GB Q8_0 ~82 7%
Mac Studio · M4 Max 128GB Q8_0 ~82 3%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~62 18%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~62 9%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~62 7%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~62 18%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~62 9%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~62 7%
Mac Mini · M6 Pro 24GB Q8_0 ~62 18%
Mac Mini · M6 Pro 48GB Q8_0 ~62 9%
Mac Mini · M6 Pro 64GB Q8_0 ~62 7%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~60 14%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~60 7%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~60 14%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~60 7%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~60 5%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~60 12%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~60 9%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~60 7%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~60 5%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~60 3%
Mac Studio · M1 Max 32GB Q8_0 ~60 14%
Mac Studio · M1 Max 64GB Q8_0 ~60 7%
Mac Studio · M2 Max 32GB Q8_0 ~60 14%
Mac Studio · M2 Max 64GB Q8_0 ~60 7%
Mac Studio · M2 Max 96GB Q8_0 ~60 5%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~46 18%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~46 9%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~46 7%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~46 18%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~46 9%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~41 18%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~41 9%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~41 18%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~41 9%
Mac Mini · M4 Pro 24GB Q8_0 ~41 18%
Mac Mini · M4 Pro 48GB Q8_0 ~41 9%
MacBook Air · M6 16GB Q8_0 ~31 27%
MacBook Air · M6 24GB Q8_0 ~31 18%
MacBook Air · M6 32GB Q8_0 ~31 14%
MacBook Pro 14" · M6 16GB Q8_0 ~31 27%
MacBook Pro 14" · M6 24GB Q8_0 ~31 18%
MacBook Pro 14" · M6 32GB Q8_0 ~31 14%
Mac Mini · M6 16GB Q8_0 ~31 27%
Mac Mini · M6 24GB Q8_0 ~31 18%
Mac Mini · M6 32GB Q8_0 ~31 14%
iMac · M6 16GB Q8_0 ~31 27%
iMac · M6 24GB Q8_0 ~31 18%
iMac · M6 32GB Q8_0 ~31 14%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~30 27%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~30 14%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~30 27%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~30 14%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~30 27%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~30 14%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~30 27%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~30 14%
Mac Mini · M2 Pro 16GB Q8_0 ~30 27%
Mac Mini · M2 Pro 32GB Q8_0 ~30 14%
MacBook Air · M5 16GB Q8_0 ~23 27%
MacBook Air · M5 24GB Q8_0 ~23 18%
MacBook Air · M5 32GB Q8_0 ~23 14%
MacBook Pro 14" · M5 16GB Q8_0 ~23 27%
MacBook Pro 14" · M5 24GB Q8_0 ~23 18%
MacBook Pro 14" · M5 32GB Q8_0 ~23 14%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~23 24%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~23 12%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~23 24%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~23 12%
MacBook Air · M4 16GB Q8_0 ~18 27%
MacBook Air · M4 24GB Q8_0 ~18 18%
MacBook Air · M4 32GB Q8_0 ~18 14%
Mac Mini · M4 16GB Q8_0 ~18 27%
Mac Mini · M4 24GB Q8_0 ~18 18%
Mac Mini · M4 32GB Q8_0 ~18 14%
iMac · M4 16GB Q8_0 ~18 27%
iMac · M4 24GB Q8_0 ~18 18%
iMac · M4 32GB Q8_0 ~18 14%
MacBook Air · M2 8GB Q8_0 ~15 55%
MacBook Air · M2 16GB Q8_0 ~15 27%
MacBook Air · M2 24GB Q8_0 ~15 18%
MacBook Air · M3 8GB Q8_0 ~15 55%
MacBook Air · M3 16GB Q8_0 ~15 27%
MacBook Air · M3 24GB Q8_0 ~15 18%
Mac Mini · M2 8GB Q8_0 ~15 55%
Mac Mini · M2 16GB Q8_0 ~15 27%
Mac Mini · M2 24GB Q8_0 ~15 18%
iMac · M3 8GB Q8_0 ~15 55%
iMac · M3 16GB Q8_0 ~15 27%
iMac · M3 24GB Q8_0 ~15 18%
MacBook Air · M1 8GB Q8_0 ~10 55%
MacBook Air · M1 16GB Q8_0 ~10 27%
Mac Mini · M1 8GB Q8_0 ~10 55%
Mac Mini · M1 16GB Q8_0 ~10 27%
iMac · M1 8GB Q8_0 ~10 55%
iMac · M1 16GB Q8_0 ~10 27%

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