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NuExtract 2.0 2B

General model by numind · 2.21B parameters

Chip
Unified Memory
Bandwidth 307 GB/s
Available for Models ~21 GB

Runs Excellently

NuExtract 2.0 2B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 12% of your RAM.

~73 tok/s

Q8_0 · 3.0 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 3.0 GB~73 tok/s✓
Q6_K 2.4 GB~96 tok/s✓
Q5_K_M 2.1 GB~112 tok/s✓
Q4_K_M 1.9 GB~132 tok/s✓
Q3_K_M 1.7 GB~159 tok/s✓
Q2_K 1.5 GB~206 tok/s✓

Specifications

Parameters2.2B
Architectureqwen2_vl
Context Length33K
CategoryGeneral
Formatgguf
Minimum RAM1.2 GB
HuggingFace Downloads6,486

GGUF Sources

mradermacher
View on HuggingFace →

Which Mac Can Run NuExtract 2.0 2B?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~24 tok/s · 37% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~437 2%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~437 1%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~437 1%
Mac Studio · M6 Ultra 192GB Q8_0 ~437 2%
Mac Studio · M6 Ultra 256GB Q8_0 ~437 1%
Mac Studio · M6 Ultra 384GB Q8_0 ~437 1%
Mac Studio · M5 Ultra 128GB Q8_0 ~291 2%
Mac Studio · M5 Ultra 192GB Q8_0 ~291 2%
Mac Studio · M5 Ultra 256GB Q8_0 ~291 1%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~218 6%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~218 5%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~218 2%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~218 2%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~218 6%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~218 5%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~218 2%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~218 2%
Mac Studio · M6 Max 48GB Q8_0 ~218 6%
Mac Studio · M6 Max 64GB Q8_0 ~218 5%
Mac Studio · M6 Max 128GB Q8_0 ~218 2%
Mac Studio · M6 Max 192GB Q8_0 ~218 2%
Mac Studio · M1 Ultra 64GB Q8_0 ~190 5%
Mac Studio · M1 Ultra 128GB Q8_0 ~190 2%
Mac Studio · M2 Ultra 64GB Q8_0 ~190 5%
Mac Studio · M2 Ultra 96GB Q8_0 ~190 3%
Mac Studio · M2 Ultra 128GB Q8_0 ~190 2%
Mac Studio · M2 Ultra 192GB Q8_0 ~190 2%
Mac Studio · M3 Ultra 96GB Q8_0 ~190 3%
Mac Studio · M3 Ultra 192GB Q8_0 ~190 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~146 8%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~146 6%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~146 5%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~146 2%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~146 8%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~146 6%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~146 5%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~146 2%
Mac Studio · M5 Max 36GB Q8_0 ~146 8%
Mac Studio · M5 Max 64GB Q8_0 ~146 5%
Mac Studio · M5 Max 128GB Q8_0 ~146 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 64GB Q8_0 ~129 5%
Mac Studio · M4 Max 128GB Q8_0 ~129 2%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~97 12%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~97 6%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~97 5%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~97 12%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~97 6%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~97 5%
Mac Mini · M6 Pro 24GB Q8_0 ~97 12%
Mac Mini · M6 Pro 48GB Q8_0 ~97 6%
Mac Mini · M6 Pro 64GB Q8_0 ~97 5%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~95 9%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~95 5%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~95 9%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~95 5%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~95 3%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~95 8%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~95 6%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~95 5%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~95 3%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~95 2%
Mac Studio · M1 Max 32GB Q8_0 ~95 9%
Mac Studio · M1 Max 64GB Q8_0 ~95 5%
Mac Studio · M2 Max 32GB Q8_0 ~95 9%
Mac Studio · M2 Max 64GB Q8_0 ~95 5%
Mac Studio · M2 Max 96GB Q8_0 ~95 3%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~73 12%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~73 6%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~73 5%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~73 12%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~73 6%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~65 12%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~65 6%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~65 12%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~65 6%
Mac Mini · M4 Pro 24GB Q8_0 ~65 12%
Mac Mini · M4 Pro 48GB Q8_0 ~65 6%
MacBook Air · M6 16GB Q8_0 ~48 19%
MacBook Air · M6 24GB Q8_0 ~48 12%
MacBook Air · M6 32GB Q8_0 ~48 9%
MacBook Pro 14" · M6 16GB Q8_0 ~48 19%
MacBook Pro 14" · M6 24GB Q8_0 ~48 12%
MacBook Pro 14" · M6 32GB Q8_0 ~48 9%
Mac Mini · M6 16GB Q8_0 ~48 19%
Mac Mini · M6 24GB Q8_0 ~48 12%
Mac Mini · M6 32GB Q8_0 ~48 9%
iMac · M6 16GB Q8_0 ~48 19%
iMac · M6 24GB Q8_0 ~48 12%
iMac · M6 32GB Q8_0 ~48 9%
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 ~36 16%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~36 8%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~36 16%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~36 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%
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%
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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