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13b_reasoner

Reasoning model by metatrustsig · 12.85B parameters · Released 2024-02-26

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

13b_reasoner fits comfortably in your 24 GB Mac using Q8_0 quantization, using 62% of your RAM.

~13 tok/s

Q8_0 · 14.8 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 14.8 GB~13 tok/s✓
Q6_K 11.6 GB~16 tok/s✓
Q5_K_M 10.1 GB~19 tok/s✓
Q4_K_M 8.8 GB~23 tok/s✓
Q3_K_M 7.5 GB~27 tok/s✓
Q2_K 6.1 GB~36 tok/s✓

Specifications

Parameters12.9B
Architecturellama
Context Length4K
CategoryReasoning
Formatgguf
Minimum RAM7.2 GB
Licensellama2
View on HuggingFace →

Which Mac Can Run 13b_reasoner?

Minimum Mac

MacBook Pro 14" — M1 Pro 16GB

Q6_K · ~11 tok/s · 73% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~33 15%
Mac Studio · M3 Ultra 256GB Q8_0 ~33 6%
Mac Studio · M3 Ultra 512GB Q8_0 ~33 3%
Mac Studio · M1 Ultra 64GB Q8_0 ~33 23%
Mac Studio · M1 Ultra 128GB Q8_0 ~33 12%
Mac Studio · M2 Ultra 64GB Q8_0 ~33 23%
Mac Studio · M2 Ultra 128GB Q8_0 ~33 12%
Mac Studio · M2 Ultra 192GB Q8_0 ~33 8%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~25 41%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~25 31%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~25 23%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~25 12%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~25 41%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~25 31%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~25 23%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~25 12%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~22 41%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~22 31%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~22 23%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~22 12%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~22 41%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~22 31%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~22 23%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~22 12%
Mac Studio · M4 Max 36GB Q8_0 ~22 41%
Mac Studio · M4 Max 48GB Q8_0 ~22 31%
Mac Studio · M4 Max 64GB Q8_0 ~22 23%
Mac Studio · M4 Max 128GB Q8_0 ~22 12%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~16 46%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~16 23%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~16 46%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~16 23%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~16 15%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~16 41%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~16 31%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~16 23%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~16 15%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~16 12%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~16 46%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~16 23%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~16 46%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~16 23%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~16 15%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~16 41%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~16 31%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~16 23%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~16 15%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~16 12%
Mac Studio · M1 Max 32GB Q8_0 ~16 46%
Mac Studio · M1 Max 64GB Q8_0 ~16 23%
Mac Studio · M2 Max 32GB Q8_0 ~16 46%
Mac Studio · M2 Max 64GB Q8_0 ~16 23%
Mac Studio · M2 Max 96GB Q8_0 ~16 15%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~13 62%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~13 31%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~13 23%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~13 62%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~13 31%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~13 23%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~11 62%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~11 31%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~11 62%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~11 31%
Mac mini · M4 Pro 24GB Q8_0 ~11 62%
Mac mini · M4 Pro 48GB Q8_0 ~11 31%
Mac mini · M4 Pro 64GB Q8_0 ~11 23%
MacBook Pro 14" · M1 Pro 16GB Q6_K ~11 73%
MacBook Pro 14" · M2 Pro 16GB Q6_K ~11 73%
MacBook Pro 16" · M1 Pro 16GB Q6_K ~11 73%
MacBook Pro 16" · M2 Pro 16GB Q6_K ~11 73%
Mac mini · M2 Pro 16GB Q6_K ~11 73%
MacBook Air · M5 16GB Q6_K ~8 73%
MacBook Pro 14" · M5 16GB Q6_K ~8 73%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~8 46%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~8 46%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~8 46%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~8 46%
Mac mini · M2 Pro 32GB Q8_0 ~8 46%
MacBook Air · M4 16GB Q6_K ~6 73%
MacBook Pro 14" · M4 16GB Q6_K ~6 73%
Mac mini · M4 16GB Q6_K ~6 73%
iMac · M4 16GB Q6_K ~6 73%
MacBook Air · M5 24GB Q8_0 ~6 62%
MacBook Air · M5 32GB Q8_0 ~6 46%
MacBook Pro 14" · M5 24GB Q8_0 ~6 62%
MacBook Pro 14" · M5 32GB Q8_0 ~6 46%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~6 82%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~6 41%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~6 82%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~6 41%
MacBook Air · M2 16GB Q6_K ~5 73%
MacBook Air · M3 16GB Q6_K ~5 73%
MacBook Pro 14" · M3 16GB Q6_K ~5 73%
Mac mini · M2 16GB Q6_K ~5 73%
iMac · M3 16GB Q6_K ~5 73%
MacBook Air · M4 24GB Q8_0 ~5 62%
MacBook Air · M4 32GB Q8_0 ~5 46%
MacBook Pro 14" · M4 24GB Q8_0 ~5 62%
MacBook Pro 14" · M4 32GB Q8_0 ~5 46%
Mac mini · M4 24GB Q8_0 ~5 62%
Mac mini · M4 32GB Q8_0 ~5 46%
iMac · M4 24GB Q8_0 ~5 62%
iMac · M4 32GB Q8_0 ~5 46%
MacBook Air · M2 24GB Q8_0 ~4 62%
MacBook Air · M3 24GB Q8_0 ~4 62%
MacBook Pro 14" · M3 24GB Q8_0 ~4 62%
Mac mini · M2 24GB Q8_0 ~4 62%
iMac · M3 24GB Q8_0 ~4 62%
MacBook Air · M1 16GB Q6_K ~4 73%
Mac mini · M1 16GB Q6_K ~4 73%
iMac · M1 16GB Q6_K ~4 73%
MacBook Air · M2 8GB Q2_K ~12 76%
MacBook Air · M3 8GB Q2_K ~12 76%
MacBook Pro 14" · M3 8GB Q2_K ~12 76%
Mac mini · M2 8GB Q2_K ~12 76%
iMac · M3 8GB Q2_K ~12 76%
MacBook Air · M1 8GB Q2_K ~8 76%
Mac mini · M1 8GB Q2_K ~8 76%
iMac · M1 8GB Q2_K ~8 76%

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