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VAETKI VL 7B A1B

Multimodal model by NCAI · 7.58B 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 VL 7B A1B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 37% of your RAM.

— tok/s

Q8_0 · 9.0 GB · Benchmark needed

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 9.0 GB~134 tok/s✓
Q6_K 7.1 GB~176 tok/s✓
Q5_K_M 6.2 GB~207 tok/s✓
Q4_K_M 5.4 GB~243 tok/s✓
Q3_K_M 4.6 GB~293 tok/s✓
Q2_K 3.8 GB~380 tok/s✓

Specifications

Parameters7.6B
Architecturevaetki_vl
Context Length33K
CategoryMultimodal
Capabilitiesvision
Mixture of Experts 64 experts, 5 active
Formatgguf
Minimum RAM4.2 GB
Licensemit
HuggingFace Downloads178
View on HuggingFace →

Which Mac Can Run VAETKI VL 7B A1B?

Minimum Mac

MacBook Pro 14" — M1 Pro 16GB

Q8_0 · benchmark needed · 56% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 — 9%
Mac Studio · M3 Ultra 256GB Q8_0 — 3%
Mac Studio · M3 Ultra 512GB Q8_0 — 2%
Mac Studio · M1 Ultra 64GB Q8_0 — 14%
Mac Studio · M1 Ultra 128GB Q8_0 — 7%
Mac Studio · M2 Ultra 64GB Q8_0 — 14%
Mac Studio · M2 Ultra 128GB Q8_0 — 7%
Mac Studio · M2 Ultra 192GB Q8_0 — 5%
MacBook Pro 14" · M5 Max 36GB Q8_0 — 25%
MacBook Pro 14" · M5 Max 48GB Q8_0 — 19%
MacBook Pro 14" · M5 Max 64GB Q8_0 — 14%
MacBook Pro 14" · M5 Max 128GB Q8_0 — 7%
MacBook Pro 16" · M5 Max 36GB Q8_0 — 25%
MacBook Pro 16" · M5 Max 48GB Q8_0 — 19%
MacBook Pro 16" · M5 Max 64GB Q8_0 — 14%
MacBook Pro 16" · M5 Max 128GB Q8_0 — 7%
MacBook Pro 14" · M4 Max 36GB Q8_0 — 25%
MacBook Pro 14" · M4 Max 48GB Q8_0 — 19%
MacBook Pro 14" · M4 Max 64GB Q8_0 — 14%
MacBook Pro 14" · M4 Max 128GB Q8_0 — 7%
MacBook Pro 16" · M4 Max 36GB Q8_0 — 25%
MacBook Pro 16" · M4 Max 48GB Q8_0 — 19%
MacBook Pro 16" · M4 Max 64GB Q8_0 — 14%
MacBook Pro 16" · M4 Max 128GB Q8_0 — 7%
Mac Studio · M4 Max 36GB Q8_0 — 25%
Mac Studio · M4 Max 48GB Q8_0 — 19%
Mac Studio · M4 Max 64GB Q8_0 — 14%
Mac Studio · M4 Max 128GB Q8_0 — 7%
MacBook Pro 14" · M1 Max 32GB Q8_0 — 28%
MacBook Pro 14" · M1 Max 64GB Q8_0 — 14%
MacBook Pro 14" · M2 Max 32GB Q8_0 — 28%
MacBook Pro 14" · M2 Max 64GB Q8_0 — 14%
MacBook Pro 14" · M2 Max 96GB Q8_0 — 9%
MacBook Pro 14" · M3 Max 36GB Q8_0 — 25%
MacBook Pro 14" · M3 Max 48GB Q8_0 — 19%
MacBook Pro 14" · M3 Max 64GB Q8_0 — 14%
MacBook Pro 14" · M3 Max 96GB Q8_0 — 9%
MacBook Pro 14" · M3 Max 128GB Q8_0 — 7%
MacBook Pro 16" · M1 Max 32GB Q8_0 — 28%
MacBook Pro 16" · M1 Max 64GB Q8_0 — 14%
MacBook Pro 16" · M2 Max 32GB Q8_0 — 28%
MacBook Pro 16" · M2 Max 64GB Q8_0 — 14%
MacBook Pro 16" · M2 Max 96GB Q8_0 — 9%
MacBook Pro 16" · M3 Max 36GB Q8_0 — 25%
MacBook Pro 16" · M3 Max 48GB Q8_0 — 19%
MacBook Pro 16" · M3 Max 64GB Q8_0 — 14%
MacBook Pro 16" · M3 Max 96GB Q8_0 — 9%
MacBook Pro 16" · M3 Max 128GB Q8_0 — 7%
Mac Studio · M1 Max 32GB Q8_0 — 28%
Mac Studio · M1 Max 64GB Q8_0 — 14%
Mac Studio · M2 Max 32GB Q8_0 — 28%
Mac Studio · M2 Max 64GB Q8_0 — 14%
Mac Studio · M2 Max 96GB Q8_0 — 9%
MacBook Pro 14" · M5 Pro 24GB Q8_0 — 37%
MacBook Pro 14" · M5 Pro 48GB Q8_0 — 19%
MacBook Pro 14" · M5 Pro 64GB Q8_0 — 14%
MacBook Pro 16" · M5 Pro 24GB Q8_0 — 37%
MacBook Pro 16" · M5 Pro 48GB Q8_0 — 19%
MacBook Pro 16" · M5 Pro 64GB Q8_0 — 14%
MacBook Pro 14" · M4 Pro 24GB Q8_0 — 37%
MacBook Pro 14" · M4 Pro 48GB Q8_0 — 19%
MacBook Pro 16" · M4 Pro 24GB Q8_0 — 37%
MacBook Pro 16" · M4 Pro 48GB Q8_0 — 19%
Mac mini · M4 Pro 24GB Q8_0 — 37%
Mac mini · M4 Pro 48GB Q8_0 — 19%
Mac mini · M4 Pro 64GB Q8_0 — 14%
MacBook Pro 14" · M1 Pro 16GB Q8_0 — 56%
MacBook Pro 14" · M1 Pro 32GB Q8_0 — 28%
MacBook Pro 14" · M2 Pro 16GB Q8_0 — 56%
MacBook Pro 14" · M2 Pro 32GB Q8_0 — 28%
MacBook Pro 16" · M1 Pro 16GB Q8_0 — 56%
MacBook Pro 16" · M1 Pro 32GB Q8_0 — 28%
MacBook Pro 16" · M2 Pro 16GB Q8_0 — 56%
MacBook Pro 16" · M2 Pro 32GB Q8_0 — 28%
Mac mini · M2 Pro 16GB Q8_0 — 56%
Mac mini · M2 Pro 32GB Q8_0 — 28%
MacBook Air · M5 16GB Q8_0 — 56%
MacBook Air · M5 24GB Q8_0 — 37%
MacBook Air · M5 32GB Q8_0 — 28%
MacBook Pro 14" · M5 16GB Q8_0 — 56%
MacBook Pro 14" · M5 24GB Q8_0 — 37%
MacBook Pro 14" · M5 32GB Q8_0 — 28%
MacBook Pro 14" · M3 Pro 18GB Q8_0 — 50%
MacBook Pro 14" · M3 Pro 36GB Q8_0 — 25%
MacBook Pro 16" · M3 Pro 18GB Q8_0 — 50%
MacBook Pro 16" · M3 Pro 36GB Q8_0 — 25%
MacBook Air · M4 16GB Q8_0 — 56%
MacBook Air · M4 24GB Q8_0 — 37%
MacBook Air · M4 32GB Q8_0 — 28%
MacBook Pro 14" · M4 16GB Q8_0 — 56%
MacBook Pro 14" · M4 24GB Q8_0 — 37%
MacBook Pro 14" · M4 32GB Q8_0 — 28%
Mac mini · M4 16GB Q8_0 — 56%
Mac mini · M4 24GB Q8_0 — 37%
Mac mini · M4 32GB Q8_0 — 28%
iMac · M4 16GB Q8_0 — 56%
iMac · M4 24GB Q8_0 — 37%
iMac · M4 32GB Q8_0 — 28%
MacBook Air · M2 16GB Q8_0 — 56%
MacBook Air · M2 24GB Q8_0 — 37%
MacBook Air · M3 16GB Q8_0 — 56%
MacBook Air · M3 24GB Q8_0 — 37%
MacBook Pro 14" · M3 16GB Q8_0 — 56%
MacBook Pro 14" · M3 24GB Q8_0 — 37%
Mac mini · M2 16GB Q8_0 — 56%
Mac mini · M2 24GB Q8_0 — 37%
iMac · M3 16GB Q8_0 — 56%
iMac · M3 24GB Q8_0 — 37%
MacBook Air · M1 16GB Q8_0 — 56%
Mac mini · M1 16GB Q8_0 — 56%
iMac · M1 16GB Q8_0 — 56%
MacBook Air · M2 8GB Q5_K_M — 77%
MacBook Air · M3 8GB Q5_K_M — 77%
MacBook Pro 14" · M3 8GB Q5_K_M — 77%
Mac mini · M2 8GB Q5_K_M — 77%
iMac · M3 8GB Q5_K_M — 77%
MacBook Air · M1 8GB Q5_K_M — 77%
Mac mini · M1 8GB Q5_K_M — 77%
iMac · M1 8GB Q5_K_M — 77%

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