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VAETKI 20B A2B

General model by NCAI · 19.6B parameters · Released 2025-12-29

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

VAETKI 20B A2B fits comfortably in your 24 GB Mac using Q6_K quantization, using 73% of your RAM.

— tok/s

Q6_K · 17.5 GB · Benchmark needed

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 22.4 GB~73 tok/s✗
Q6_K Recommended 17.5 GB~96 tok/s✓
Q5_K_M 15.1 GB~113 tok/s✓
Q4_K_M 13.2 GB~132 tok/s✓
Q3_K_M 11.2 GB~160 tok/s✓
Q2_K 9.0 GB~207 tok/s✓

Specifications

Parameters19.6B
Architecturevaetki
Context Length33K
CategoryGeneral
Mixture of Experts 128 experts, 8 active
Formatgguf
Minimum RAM11 GB
Licensemit
HuggingFace Downloads110
View on HuggingFace →

Which Mac Can Run VAETKI 20B A2B?

Minimum Mac

MacBook Pro 14" — M5 Pro 24GB

Q6_K · benchmark needed · 73% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 — 23%
Mac Studio · M3 Ultra 256GB Q8_0 — 9%
Mac Studio · M3 Ultra 512GB Q8_0 — 4%
Mac Studio · M1 Ultra 64GB Q8_0 — 35%
Mac Studio · M1 Ultra 128GB Q8_0 — 17%
Mac Studio · M2 Ultra 64GB Q8_0 — 35%
Mac Studio · M2 Ultra 128GB Q8_0 — 17%
Mac Studio · M2 Ultra 192GB Q8_0 — 12%
MacBook Pro 14" · M5 Max 36GB Q8_0 — 62%
MacBook Pro 14" · M5 Max 48GB Q8_0 — 47%
MacBook Pro 14" · M5 Max 64GB Q8_0 — 35%
MacBook Pro 14" · M5 Max 128GB Q8_0 — 17%
MacBook Pro 16" · M5 Max 36GB Q8_0 — 62%
MacBook Pro 16" · M5 Max 48GB Q8_0 — 47%
MacBook Pro 16" · M5 Max 64GB Q8_0 — 35%
MacBook Pro 16" · M5 Max 128GB Q8_0 — 17%
MacBook Pro 14" · M4 Max 36GB Q8_0 — 62%
MacBook Pro 14" · M4 Max 48GB Q8_0 — 47%
MacBook Pro 14" · M4 Max 64GB Q8_0 — 35%
MacBook Pro 14" · M4 Max 128GB Q8_0 — 17%
MacBook Pro 16" · M4 Max 36GB Q8_0 — 62%
MacBook Pro 16" · M4 Max 48GB Q8_0 — 47%
MacBook Pro 16" · M4 Max 64GB Q8_0 — 35%
MacBook Pro 16" · M4 Max 128GB Q8_0 — 17%
Mac Studio · M4 Max 36GB Q8_0 — 62%
Mac Studio · M4 Max 48GB Q8_0 — 47%
Mac Studio · M4 Max 64GB Q8_0 — 35%
Mac Studio · M4 Max 128GB Q8_0 — 17%
MacBook Pro 14" · M5 Pro 24GB Q6_K — 73%
MacBook Pro 16" · M5 Pro 24GB Q6_K — 73%
MacBook Pro 14" · M1 Max 32GB Q8_0 — 70%
MacBook Pro 14" · M1 Max 64GB Q8_0 — 35%
MacBook Pro 14" · M2 Max 32GB Q8_0 — 70%
MacBook Pro 14" · M2 Max 64GB Q8_0 — 35%
MacBook Pro 14" · M2 Max 96GB Q8_0 — 23%
MacBook Pro 14" · M3 Max 36GB Q8_0 — 62%
MacBook Pro 14" · M3 Max 48GB Q8_0 — 47%
MacBook Pro 14" · M3 Max 64GB Q8_0 — 35%
MacBook Pro 14" · M3 Max 96GB Q8_0 — 23%
MacBook Pro 14" · M3 Max 128GB Q8_0 — 17%
MacBook Pro 16" · M1 Max 32GB Q8_0 — 70%
MacBook Pro 16" · M1 Max 64GB Q8_0 — 35%
MacBook Pro 16" · M2 Max 32GB Q8_0 — 70%
MacBook Pro 16" · M2 Max 64GB Q8_0 — 35%
MacBook Pro 16" · M2 Max 96GB Q8_0 — 23%
MacBook Pro 16" · M3 Max 36GB Q8_0 — 62%
MacBook Pro 16" · M3 Max 48GB Q8_0 — 47%
MacBook Pro 16" · M3 Max 64GB Q8_0 — 35%
MacBook Pro 16" · M3 Max 96GB Q8_0 — 23%
MacBook Pro 16" · M3 Max 128GB Q8_0 — 17%
Mac Studio · M1 Max 32GB Q8_0 — 70%
Mac Studio · M1 Max 64GB Q8_0 — 35%
Mac Studio · M2 Max 32GB Q8_0 — 70%
Mac Studio · M2 Max 64GB Q8_0 — 35%
Mac Studio · M2 Max 96GB Q8_0 — 23%
MacBook Pro 14" · M4 Pro 24GB Q6_K — 73%
MacBook Pro 16" · M4 Pro 24GB Q6_K — 73%
Mac mini · M4 Pro 24GB Q6_K — 73%
MacBook Pro 14" · M5 Pro 48GB Q8_0 — 47%
MacBook Pro 14" · M5 Pro 64GB Q8_0 — 35%
MacBook Pro 16" · M5 Pro 48GB Q8_0 — 47%
MacBook Pro 16" · M5 Pro 64GB Q8_0 — 35%
MacBook Pro 14" · M4 Pro 48GB Q8_0 — 47%
MacBook Pro 16" · M4 Pro 48GB Q8_0 — 47%
Mac mini · M4 Pro 48GB Q8_0 — 47%
Mac mini · M4 Pro 64GB Q8_0 — 35%
MacBook Air · M5 24GB Q6_K — 73%
MacBook Pro 14" · M5 24GB Q6_K — 73%
MacBook Pro 14" · M1 Pro 32GB Q8_0 — 70%
MacBook Pro 14" · M2 Pro 32GB Q8_0 — 70%
MacBook Pro 16" · M1 Pro 32GB Q8_0 — 70%
MacBook Pro 16" · M2 Pro 32GB Q8_0 — 70%
Mac mini · M2 Pro 32GB Q8_0 — 70%
MacBook Air · M4 24GB Q6_K — 73%
MacBook Pro 14" · M4 24GB Q6_K — 73%
Mac mini · M4 24GB Q6_K — 73%
iMac · M4 24GB Q6_K — 73%
MacBook Air · M5 32GB Q8_0 — 70%
MacBook Pro 14" · M5 32GB Q8_0 — 70%
MacBook Pro 14" · M3 Pro 36GB Q8_0 — 62%
MacBook Pro 16" · M3 Pro 36GB Q8_0 — 62%
MacBook Air · M2 24GB Q6_K — 73%
MacBook Air · M3 24GB Q6_K — 73%
MacBook Pro 14" · M3 24GB Q6_K — 73%
Mac mini · M2 24GB Q6_K — 73%
iMac · M3 24GB Q6_K — 73%
MacBook Air · M4 32GB Q8_0 — 70%
MacBook Pro 14" · M4 32GB Q8_0 — 70%
Mac mini · M4 32GB Q8_0 — 70%
iMac · M4 32GB Q8_0 — 70%
MacBook Pro 14" · M1 Pro 16GB Q4_K_M — 82%
MacBook Pro 14" · M2 Pro 16GB Q4_K_M — 82%
MacBook Pro 16" · M1 Pro 16GB Q4_K_M — 82%
MacBook Pro 16" · M2 Pro 16GB Q4_K_M — 82%
Mac mini · M2 Pro 16GB Q4_K_M — 82%
MacBook Air · M5 16GB Q4_K_M — 82%
MacBook Pro 14" · M5 16GB Q4_K_M — 82%
MacBook Pro 14" · M3 Pro 18GB Q5_K_M — 84%
MacBook Pro 16" · M3 Pro 18GB Q5_K_M — 84%
MacBook Air · M4 16GB Q4_K_M — 82%
MacBook Pro 14" · M4 16GB Q4_K_M — 82%
Mac mini · M4 16GB Q4_K_M — 82%
iMac · M4 16GB Q4_K_M — 82%
MacBook Air · M2 16GB Q4_K_M — 82%
MacBook Air · M3 16GB Q4_K_M — 82%
MacBook Pro 14" · M3 16GB Q4_K_M — 82%
Mac mini · M2 16GB Q4_K_M — 82%
iMac · M3 16GB Q4_K_M — 82%
MacBook Air · M1 16GB Q4_K_M — 82%
Mac mini · M1 16GB Q4_K_M — 82%
iMac · M1 16GB Q4_K_M — 82%
MacBook Air · M2 8GB — — 113%
MacBook Air · M3 8GB — — 113%
MacBook Pro 14" · M3 8GB — — 113%
Mac mini · M2 8GB — — 113%
iMac · M3 8GB — — 113%
MacBook Air · M1 8GB — — 113%
Mac mini · M1 8GB — — 113%
iMac · M1 8GB — — 113%

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