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Mellum2 12B A2.5B Thinking

General model by jetbrains · 12.15B 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

Mellum2 12B A2.5B Thinking fits comfortably in your 24 GB Mac using Q8_0 quantization, using 59% of your RAM.

tok/s

Q8_0 · 14.1 GB · Benchmark needed

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 14.1 GB~78 tok/s
Q6_K 11.0 GB~103 tok/s
Q5_K_M 9.6 GB~121 tok/s
Q4_K_M 8.3 GB~142 tok/s
Q3_K_M 7.1 GB~172 tok/s
Q2_K 5.8 GB~223 tok/s

Specifications

Parameters12.1B
Architecturemellum
Context Length131K
CategoryGeneral
Mixture of Experts 64 experts, 8 active
Formatgguf
Minimum RAM6.8 GB
Licenseapache-2.0
HuggingFace Downloads26,991

Which Mac Can Run Mellum2 12B A2.5B Thinking?

Minimum Mac

MacBook Pro 14" — M1 Pro 16GB

Q6_K · benchmark needed · 69% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 15%
Mac Studio · M3 Ultra 256GB Q8_0 5%
Mac Studio · M3 Ultra 512GB Q8_0 3%
Mac Studio · M1 Ultra 64GB Q8_0 22%
Mac Studio · M1 Ultra 128GB Q8_0 11%
Mac Studio · M2 Ultra 64GB Q8_0 22%
Mac Studio · M2 Ultra 128GB Q8_0 11%
Mac Studio · M2 Ultra 192GB Q8_0 7%
MacBook Pro 14" · M5 Max 36GB Q8_0 39%
MacBook Pro 14" · M5 Max 48GB Q8_0 29%
MacBook Pro 14" · M5 Max 64GB Q8_0 22%
MacBook Pro 14" · M5 Max 128GB Q8_0 11%
MacBook Pro 16" · M5 Max 36GB Q8_0 39%
MacBook Pro 16" · M5 Max 48GB Q8_0 29%
MacBook Pro 16" · M5 Max 64GB Q8_0 22%
MacBook Pro 16" · M5 Max 128GB Q8_0 11%
MacBook Pro 14" · M4 Max 36GB Q8_0 39%
MacBook Pro 14" · M4 Max 48GB Q8_0 29%
MacBook Pro 14" · M4 Max 64GB Q8_0 22%
MacBook Pro 14" · M4 Max 128GB Q8_0 11%
MacBook Pro 16" · M4 Max 36GB Q8_0 39%
MacBook Pro 16" · M4 Max 48GB Q8_0 29%
MacBook Pro 16" · M4 Max 64GB Q8_0 22%
MacBook Pro 16" · M4 Max 128GB Q8_0 11%
Mac Studio · M4 Max 36GB Q8_0 39%
Mac Studio · M4 Max 48GB Q8_0 29%
Mac Studio · M4 Max 64GB Q8_0 22%
Mac Studio · M4 Max 128GB Q8_0 11%
MacBook Pro 14" · M1 Max 32GB Q8_0 44%
MacBook Pro 14" · M1 Max 64GB Q8_0 22%
MacBook Pro 14" · M2 Max 32GB Q8_0 44%
MacBook Pro 14" · M2 Max 64GB Q8_0 22%
MacBook Pro 14" · M2 Max 96GB Q8_0 15%
MacBook Pro 14" · M3 Max 36GB Q8_0 39%
MacBook Pro 14" · M3 Max 48GB Q8_0 29%
MacBook Pro 14" · M3 Max 64GB Q8_0 22%
MacBook Pro 14" · M3 Max 96GB Q8_0 15%
MacBook Pro 14" · M3 Max 128GB Q8_0 11%
MacBook Pro 16" · M1 Max 32GB Q8_0 44%
MacBook Pro 16" · M1 Max 64GB Q8_0 22%
MacBook Pro 16" · M2 Max 32GB Q8_0 44%
MacBook Pro 16" · M2 Max 64GB Q8_0 22%
MacBook Pro 16" · M2 Max 96GB Q8_0 15%
MacBook Pro 16" · M3 Max 36GB Q8_0 39%
MacBook Pro 16" · M3 Max 48GB Q8_0 29%
MacBook Pro 16" · M3 Max 64GB Q8_0 22%
MacBook Pro 16" · M3 Max 96GB Q8_0 15%
MacBook Pro 16" · M3 Max 128GB Q8_0 11%
Mac Studio · M1 Max 32GB Q8_0 44%
Mac Studio · M1 Max 64GB Q8_0 22%
Mac Studio · M2 Max 32GB Q8_0 44%
Mac Studio · M2 Max 64GB Q8_0 22%
Mac Studio · M2 Max 96GB Q8_0 15%
MacBook Pro 14" · M5 Pro 24GB Q8_0 59%
MacBook Pro 14" · M5 Pro 48GB Q8_0 29%
MacBook Pro 14" · M5 Pro 64GB Q8_0 22%
MacBook Pro 16" · M5 Pro 24GB Q8_0 59%
MacBook Pro 16" · M5 Pro 48GB Q8_0 29%
MacBook Pro 16" · M5 Pro 64GB Q8_0 22%
MacBook Pro 14" · M4 Pro 24GB Q8_0 59%
MacBook Pro 14" · M4 Pro 48GB Q8_0 29%
MacBook Pro 16" · M4 Pro 24GB Q8_0 59%
MacBook Pro 16" · M4 Pro 48GB Q8_0 29%
Mac mini · M4 Pro 24GB Q8_0 59%
Mac mini · M4 Pro 48GB Q8_0 29%
Mac mini · M4 Pro 64GB Q8_0 22%
MacBook Pro 14" · M1 Pro 16GB Q6_K 69%
MacBook Pro 14" · M2 Pro 16GB Q6_K 69%
MacBook Pro 16" · M1 Pro 16GB Q6_K 69%
MacBook Pro 16" · M2 Pro 16GB Q6_K 69%
Mac mini · M2 Pro 16GB Q6_K 69%
MacBook Air · M5 16GB Q6_K 69%
MacBook Pro 14" · M5 16GB Q6_K 69%
MacBook Pro 14" · M1 Pro 32GB Q8_0 44%
MacBook Pro 14" · M2 Pro 32GB Q8_0 44%
MacBook Pro 16" · M1 Pro 32GB Q8_0 44%
MacBook Pro 16" · M2 Pro 32GB Q8_0 44%
Mac mini · M2 Pro 32GB Q8_0 44%
MacBook Air · M4 16GB Q6_K 69%
MacBook Pro 14" · M4 16GB Q6_K 69%
Mac mini · M4 16GB Q6_K 69%
iMac · M4 16GB Q6_K 69%
MacBook Air · M5 24GB Q8_0 59%
MacBook Air · M5 32GB Q8_0 44%
MacBook Pro 14" · M5 24GB Q8_0 59%
MacBook Pro 14" · M5 32GB Q8_0 44%
MacBook Pro 14" · M3 Pro 18GB Q8_0 78%
MacBook Pro 14" · M3 Pro 36GB Q8_0 39%
MacBook Pro 16" · M3 Pro 18GB Q8_0 78%
MacBook Pro 16" · M3 Pro 36GB Q8_0 39%
MacBook Air · M2 16GB Q6_K 69%
MacBook Air · M3 16GB Q6_K 69%
MacBook Pro 14" · M3 16GB Q6_K 69%
Mac mini · M2 16GB Q6_K 69%
iMac · M3 16GB Q6_K 69%
MacBook Air · M4 24GB Q8_0 59%
MacBook Air · M4 32GB Q8_0 44%
MacBook Pro 14" · M4 24GB Q8_0 59%
MacBook Pro 14" · M4 32GB Q8_0 44%
Mac mini · M4 24GB Q8_0 59%
Mac mini · M4 32GB Q8_0 44%
iMac · M4 24GB Q8_0 59%
iMac · M4 32GB Q8_0 44%
MacBook Air · M2 24GB Q8_0 59%
MacBook Air · M3 24GB Q8_0 59%
MacBook Pro 14" · M3 24GB Q8_0 59%
Mac mini · M2 24GB Q8_0 59%
iMac · M3 24GB Q8_0 59%
MacBook Air · M1 16GB Q6_K 69%
Mac mini · M1 16GB Q6_K 69%
iMac · M1 16GB Q6_K 69%
MacBook Air · M2 8GB Q2_K 72%
MacBook Air · M3 8GB Q2_K 72%
MacBook Pro 14" · M3 8GB Q2_K 72%
Mac mini · M2 8GB Q2_K 72%
iMac · M3 8GB Q2_K 72%
MacBook Air · M1 8GB Q2_K 72%
Mac mini · M1 8GB Q2_K 72%
iMac · M1 8GB Q2_K 72%

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