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Kumru 2B Thinking v1.0

General model by dogukanvzr · 2.38B 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

Kumru 2B Thinking v1.0 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 13% of your RAM.

~68 tok/s

Q8_0 · 3.2 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 3.2 GB~68 tok/s✓
Q6_K 2.6 GB~89 tok/s✓
Q5_K_M 2.3 GB~104 tok/s✓
Q4_K_M 2.0 GB~122 tok/s✓
Q3_K_M 1.8 GB~148 tok/s✓
Q2_K 1.5 GB~192 tok/s✓

Specifications

Parameters2.4B
Architecturemistral
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1.3 GB
HuggingFace Downloads1,006
View on HuggingFace →

Which Mac Can Run Kumru 2B Thinking v1.0?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~22 tok/s · 39% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~180 3%
Mac Studio · M3 Ultra 256GB Q8_0 ~180 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~180 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~176 5%
Mac Studio · M1 Ultra 128GB Q8_0 ~176 2%
Mac Studio · M2 Ultra 64GB Q8_0 ~176 5%
Mac Studio · M2 Ultra 128GB Q8_0 ~176 2%
Mac Studio · M2 Ultra 192GB Q8_0 ~176 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~135 9%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~135 7%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~135 5%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~135 2%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~135 9%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~135 7%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~135 5%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~135 2%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~120 9%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~120 7%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~120 5%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~120 2%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~120 9%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~120 7%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~120 5%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~120 2%
Mac Studio · M4 Max 36GB Q8_0 ~120 9%
Mac Studio · M4 Max 48GB Q8_0 ~120 7%
Mac Studio · M4 Max 64GB Q8_0 ~120 5%
Mac Studio · M4 Max 128GB Q8_0 ~120 2%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~88 10%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~88 5%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~88 10%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~88 5%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~88 3%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~88 9%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~88 7%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~88 5%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~88 3%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~88 2%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~88 10%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~88 5%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~88 10%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~88 5%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~88 3%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~88 9%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~88 7%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~88 5%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~88 3%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~88 2%
Mac Studio · M1 Max 32GB Q8_0 ~88 10%
Mac Studio · M1 Max 64GB Q8_0 ~88 5%
Mac Studio · M2 Max 32GB Q8_0 ~88 10%
Mac Studio · M2 Max 64GB Q8_0 ~88 5%
Mac Studio · M2 Max 96GB Q8_0 ~88 3%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~68 13%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~68 7%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~68 5%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~68 13%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~68 7%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~68 5%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~60 13%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~60 7%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~60 13%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~60 7%
Mac mini · M4 Pro 24GB Q8_0 ~60 13%
Mac mini · M4 Pro 48GB Q8_0 ~60 7%
Mac mini · M4 Pro 64GB Q8_0 ~60 5%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~44 20%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~44 10%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~44 20%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~44 10%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~44 20%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~44 10%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~44 20%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~44 10%
Mac mini · M2 Pro 16GB Q8_0 ~44 20%
Mac mini · M2 Pro 32GB Q8_0 ~44 10%
MacBook Air · M5 16GB Q8_0 ~34 20%
MacBook Air · M5 24GB Q8_0 ~34 13%
MacBook Air · M5 32GB Q8_0 ~34 10%
MacBook Pro 14" · M5 16GB Q8_0 ~34 20%
MacBook Pro 14" · M5 24GB Q8_0 ~34 13%
MacBook Pro 14" · M5 32GB Q8_0 ~34 10%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~33 18%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~33 9%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~33 18%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~33 9%
MacBook Air · M4 16GB Q8_0 ~26 20%
MacBook Air · M4 24GB Q8_0 ~26 13%
MacBook Air · M4 32GB Q8_0 ~26 10%
MacBook Pro 14" · M4 16GB Q8_0 ~26 20%
MacBook Pro 14" · M4 24GB Q8_0 ~26 13%
MacBook Pro 14" · M4 32GB Q8_0 ~26 10%
Mac mini · M4 16GB Q8_0 ~26 20%
Mac mini · M4 24GB Q8_0 ~26 13%
Mac mini · M4 32GB Q8_0 ~26 10%
iMac · M4 16GB Q8_0 ~26 20%
iMac · M4 24GB Q8_0 ~26 13%
iMac · M4 32GB Q8_0 ~26 10%
MacBook Air · M2 8GB Q8_0 ~22 39%
MacBook Air · M2 16GB Q8_0 ~22 20%
MacBook Air · M2 24GB Q8_0 ~22 13%
MacBook Air · M3 8GB Q8_0 ~22 39%
MacBook Air · M3 16GB Q8_0 ~22 20%
MacBook Air · M3 24GB Q8_0 ~22 13%
MacBook Pro 14" · M3 8GB Q8_0 ~22 39%
MacBook Pro 14" · M3 16GB Q8_0 ~22 20%
MacBook Pro 14" · M3 24GB Q8_0 ~22 13%
Mac mini · M2 8GB Q8_0 ~22 39%
Mac mini · M2 16GB Q8_0 ~22 20%
Mac mini · M2 24GB Q8_0 ~22 13%
iMac · M3 8GB Q8_0 ~22 39%
iMac · M3 16GB Q8_0 ~22 20%
iMac · M3 24GB Q8_0 ~22 13%
MacBook Air · M1 8GB Q8_0 ~15 39%
MacBook Air · M1 16GB Q8_0 ~15 20%
Mac mini · M1 8GB Q8_0 ~15 39%
Mac mini · M1 16GB Q8_0 ~15 20%
iMac · M1 8GB Q8_0 ~15 39%
iMac · M1 16GB Q8_0 ~15 20%

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