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Velvet 2B

General model by almawave · 2.22B 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

Velvet 2B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 12% of your RAM.

~72 tok/s

Q8_0 · 3.0 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 3.0 GB~72 tok/s✓
Q6_K 2.4 GB~95 tok/s✓
Q5_K_M 2.2 GB~112 tok/s✓
Q4_K_M 1.9 GB~131 tok/s✓
Q3_K_M 1.7 GB~158 tok/s✓
Q2_K 1.5 GB~206 tok/s✓

Specifications

Parameters2.2B
Architecturemistral
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1.2 GB
HuggingFace Downloads2,894
View on HuggingFace →

Which Mac Can Run Velvet 2B?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~24 tok/s · 37% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~193 3%
Mac Studio · M3 Ultra 256GB Q8_0 ~193 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~193 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~189 5%
Mac Studio · M1 Ultra 128GB Q8_0 ~189 2%
Mac Studio · M2 Ultra 64GB Q8_0 ~189 5%
Mac Studio · M2 Ultra 128GB Q8_0 ~189 2%
Mac Studio · M2 Ultra 192GB Q8_0 ~189 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~145 8%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~145 6%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~145 5%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~145 2%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~145 8%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~145 6%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~145 5%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~145 2%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~129 8%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~129 6%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~129 5%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~129 2%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~129 8%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~129 6%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~129 5%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~129 2%
Mac Studio · M4 Max 36GB Q8_0 ~129 8%
Mac Studio · M4 Max 48GB Q8_0 ~129 6%
Mac Studio · M4 Max 64GB Q8_0 ~129 5%
Mac Studio · M4 Max 128GB Q8_0 ~129 2%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~94 9%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~94 5%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~94 9%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~94 5%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~94 3%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~94 8%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~94 6%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~94 5%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~94 3%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~94 2%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~94 9%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~94 5%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~94 9%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~94 5%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~94 3%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~94 8%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~94 6%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~94 5%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~94 3%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~94 2%
Mac Studio · M1 Max 32GB Q8_0 ~94 9%
Mac Studio · M1 Max 64GB Q8_0 ~94 5%
Mac Studio · M2 Max 32GB Q8_0 ~94 9%
Mac Studio · M2 Max 64GB Q8_0 ~94 5%
Mac Studio · M2 Max 96GB Q8_0 ~94 3%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~72 12%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~72 6%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~72 5%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~72 12%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~72 6%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~72 5%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~64 12%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~64 6%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~64 12%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~64 6%
Mac mini · M4 Pro 24GB Q8_0 ~64 12%
Mac mini · M4 Pro 48GB Q8_0 ~64 6%
Mac mini · M4 Pro 64GB Q8_0 ~64 5%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~47 19%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~47 9%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~47 19%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~47 9%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~47 19%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~47 9%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~47 19%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~47 9%
Mac mini · M2 Pro 16GB Q8_0 ~47 19%
Mac mini · M2 Pro 32GB Q8_0 ~47 9%
MacBook Air · M5 16GB Q8_0 ~36 19%
MacBook Air · M5 24GB Q8_0 ~36 12%
MacBook Air · M5 32GB Q8_0 ~36 9%
MacBook Pro 14" · M5 16GB Q8_0 ~36 19%
MacBook Pro 14" · M5 24GB Q8_0 ~36 12%
MacBook Pro 14" · M5 32GB Q8_0 ~36 9%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~35 17%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~35 8%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~35 17%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~35 8%
MacBook Air · M4 16GB Q8_0 ~28 19%
MacBook Air · M4 24GB Q8_0 ~28 12%
MacBook Air · M4 32GB Q8_0 ~28 9%
MacBook Pro 14" · M4 16GB Q8_0 ~28 19%
MacBook Pro 14" · M4 24GB Q8_0 ~28 12%
MacBook Pro 14" · M4 32GB Q8_0 ~28 9%
Mac mini · M4 16GB Q8_0 ~28 19%
Mac mini · M4 24GB Q8_0 ~28 12%
Mac mini · M4 32GB Q8_0 ~28 9%
iMac · M4 16GB Q8_0 ~28 19%
iMac · M4 24GB Q8_0 ~28 12%
iMac · M4 32GB Q8_0 ~28 9%
MacBook Air · M2 8GB Q8_0 ~24 37%
MacBook Air · M2 16GB Q8_0 ~24 19%
MacBook Air · M2 24GB Q8_0 ~24 12%
MacBook Air · M3 8GB Q8_0 ~24 37%
MacBook Air · M3 16GB Q8_0 ~24 19%
MacBook Air · M3 24GB Q8_0 ~24 12%
MacBook Pro 14" · M3 8GB Q8_0 ~24 37%
MacBook Pro 14" · M3 16GB Q8_0 ~24 19%
MacBook Pro 14" · M3 24GB Q8_0 ~24 12%
Mac mini · M2 8GB Q8_0 ~24 37%
Mac mini · M2 16GB Q8_0 ~24 19%
Mac mini · M2 24GB Q8_0 ~24 12%
iMac · M3 8GB Q8_0 ~24 37%
iMac · M3 16GB Q8_0 ~24 19%
iMac · M3 24GB Q8_0 ~24 12%
MacBook Air · M1 8GB Q8_0 ~16 37%
MacBook Air · M1 16GB Q8_0 ~16 19%
Mac mini · M1 8GB Q8_0 ~16 37%
Mac mini · M1 16GB Q8_0 ~16 19%
iMac · M1 8GB Q8_0 ~16 37%
iMac · M1 16GB Q8_0 ~16 19%

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