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open calm 3b

General model by cyberagent · 2.65B 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

open calm 3b fits comfortably in your 24 GB Mac using Q8_0 quantization, using 14% of your RAM.

~61 tok/s

Q8_0 · 3.5 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 3.5 GB~61 tok/s✓
Q6_K 2.8 GB~80 tok/s✓
Q5_K_M 2.5 GB~94 tok/s✓
Q4_K_M 2.2 GB~110 tok/s✓
Q3_K_M 1.9 GB~133 tok/s✓
Q2_K 1.7 GB~172 tok/s✓

Specifications

Parameters2.7B
Architecturegpt_neox
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1.5 GB
Licensecc-by-sa-4.0
HuggingFace Downloads112,793
View on HuggingFace →

Which Mac Can Run open calm 3b?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~20 tok/s · 43% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~162 4%
Mac Studio · M3 Ultra 256GB Q8_0 ~162 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~162 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~158 5%
Mac Studio · M1 Ultra 128GB Q8_0 ~158 3%
Mac Studio · M2 Ultra 64GB Q8_0 ~158 5%
Mac Studio · M2 Ultra 128GB Q8_0 ~158 3%
Mac Studio · M2 Ultra 192GB Q8_0 ~158 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~121 10%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~121 7%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~121 5%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~121 3%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~121 10%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~121 7%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~121 5%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~121 3%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~108 10%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~108 7%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~108 5%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~108 3%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~108 10%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~108 7%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~108 5%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~108 3%
Mac Studio · M4 Max 36GB Q8_0 ~108 10%
Mac Studio · M4 Max 48GB Q8_0 ~108 7%
Mac Studio · M4 Max 64GB Q8_0 ~108 5%
Mac Studio · M4 Max 128GB Q8_0 ~108 3%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~79 11%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~79 5%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~79 11%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~79 5%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~79 4%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~79 10%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~79 7%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~79 5%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~79 4%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~79 3%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~79 11%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~79 5%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~79 11%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~79 5%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~79 4%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~79 10%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~79 7%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~79 5%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~79 4%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~79 3%
Mac Studio · M1 Max 32GB Q8_0 ~79 11%
Mac Studio · M1 Max 64GB Q8_0 ~79 5%
Mac Studio · M2 Max 32GB Q8_0 ~79 11%
Mac Studio · M2 Max 64GB Q8_0 ~79 5%
Mac Studio · M2 Max 96GB Q8_0 ~79 4%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~61 14%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~61 7%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~61 5%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~61 14%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~61 7%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~61 5%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~54 14%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~54 7%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~54 14%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~54 7%
Mac mini · M4 Pro 24GB Q8_0 ~54 14%
Mac mini · M4 Pro 48GB Q8_0 ~54 7%
Mac mini · M4 Pro 64GB Q8_0 ~54 5%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~40 22%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~40 11%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~40 22%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~40 11%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~40 22%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~40 11%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~40 22%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~40 11%
Mac mini · M2 Pro 16GB Q8_0 ~40 22%
Mac mini · M2 Pro 32GB Q8_0 ~40 11%
MacBook Air · M5 16GB Q8_0 ~30 22%
MacBook Air · M5 24GB Q8_0 ~30 14%
MacBook Air · M5 32GB Q8_0 ~30 11%
MacBook Pro 14" · M5 16GB Q8_0 ~30 22%
MacBook Pro 14" · M5 24GB Q8_0 ~30 14%
MacBook Pro 14" · M5 32GB Q8_0 ~30 11%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~30 19%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~30 10%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~30 19%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~30 10%
MacBook Air · M4 16GB Q8_0 ~24 22%
MacBook Air · M4 24GB Q8_0 ~24 14%
MacBook Air · M4 32GB Q8_0 ~24 11%
MacBook Pro 14" · M4 16GB Q8_0 ~24 22%
MacBook Pro 14" · M4 24GB Q8_0 ~24 14%
MacBook Pro 14" · M4 32GB Q8_0 ~24 11%
Mac mini · M4 16GB Q8_0 ~24 22%
Mac mini · M4 24GB Q8_0 ~24 14%
Mac mini · M4 32GB Q8_0 ~24 11%
iMac · M4 16GB Q8_0 ~24 22%
iMac · M4 24GB Q8_0 ~24 14%
iMac · M4 32GB Q8_0 ~24 11%
MacBook Air · M2 8GB Q8_0 ~20 43%
MacBook Air · M2 16GB Q8_0 ~20 22%
MacBook Air · M2 24GB Q8_0 ~20 14%
MacBook Air · M3 8GB Q8_0 ~20 43%
MacBook Air · M3 16GB Q8_0 ~20 22%
MacBook Air · M3 24GB Q8_0 ~20 14%
MacBook Pro 14" · M3 8GB Q8_0 ~20 43%
MacBook Pro 14" · M3 16GB Q8_0 ~20 22%
MacBook Pro 14" · M3 24GB Q8_0 ~20 14%
Mac mini · M2 8GB Q8_0 ~20 43%
Mac mini · M2 16GB Q8_0 ~20 22%
Mac mini · M2 24GB Q8_0 ~20 14%
iMac · M3 8GB Q8_0 ~20 43%
iMac · M3 16GB Q8_0 ~20 22%
iMac · M3 24GB Q8_0 ~20 14%
MacBook Air · M1 8GB Q8_0 ~13 43%
MacBook Air · M1 16GB Q8_0 ~13 22%
Mac mini · M1 8GB Q8_0 ~13 43%
Mac mini · M1 16GB Q8_0 ~13 22%
iMac · M1 8GB Q8_0 ~13 43%
iMac · M1 16GB Q8_0 ~13 22%

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