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PaddleOCR VL

General model by paddlepaddle · 0.96B parameters

Runs Excellently

PaddleOCR VL fits comfortably in your 24 GB Mac using Q8_0 quantization, using 7% of your RAM.

~149 tok/s

Q8_0 · 1.6 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 1.6 GB~149 tok/s
Q6_K 1.3 GB~196 tok/s
Q5_K_M 1.2 GB~230 tok/s
Q4_K_M 1.1 GB~270 tok/s
Q3_K_M 1.0 GB~326 tok/s
Q2_K 0.9 GB~423 tok/s

Specifications

Parameters959M
Architecturepaddleocr_vl
Context Length131K
CategoryGeneral
Capabilitiesvision
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads7,147

Which Mac Can Run PaddleOCR VL?

Minimum Mac

MacBook Air — M1 8GB

Q8_0 · ~37 tok/s · 20% RAM

MacQuanttok/sRAM %
MacBook Air · M1 8GB Q8_0 ~37 20%
MacBook Air · M2 8GB Q8_0 ~55 20%
MacBook Air · M3 8GB Q8_0 ~55 20%
Mac Mini · M1 8GB Q8_0 ~37 20%
Mac Mini · M2 8GB Q8_0 ~55 20%
iMac · M1 8GB Q8_0 ~37 20%
iMac · M3 8GB Q8_0 ~55 20%
MacBook Air · M1 16GB Q8_0 ~37 10%
MacBook Air · M2 16GB Q8_0 ~55 10%
MacBook Air · M3 16GB Q8_0 ~55 10%
MacBook Air · M4 16GB Q8_0 ~65 10%
MacBook Air · M5 16GB Q8_0 ~84 10%
MacBook Air · M6 16GB Q8_0 ~111 10%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~109 10%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~109 10%
MacBook Pro 14" · M5 16GB Q8_0 ~84 10%
MacBook Pro 14" · M6 16GB Q8_0 ~111 10%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~109 10%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~109 10%
Mac Mini · M1 16GB Q8_0 ~37 10%
Mac Mini · M2 16GB Q8_0 ~55 10%
Mac Mini · M2 Pro 16GB Q8_0 ~109 10%
Mac Mini · M4 16GB Q8_0 ~65 10%
Mac Mini · M6 16GB Q8_0 ~111 10%
iMac · M1 16GB Q8_0 ~37 10%
iMac · M3 16GB Q8_0 ~55 10%
iMac · M4 16GB Q8_0 ~65 10%
iMac · M6 16GB Q8_0 ~111 10%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~82 9%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~82 9%
MacBook Air · M2 24GB Q8_0 ~55 7%
MacBook Air · M3 24GB Q8_0 ~55 7%
MacBook Air · M4 24GB Q8_0 ~65 7%
MacBook Air · M5 24GB Q8_0 ~84 7%
MacBook Air · M6 24GB Q8_0 ~111 7%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~149 7%
MacBook Pro 14" · M5 24GB Q8_0 ~84 7%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~168 7%
MacBook Pro 14" · M6 24GB Q8_0 ~111 7%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~224 7%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~149 7%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~168 7%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~224 7%
Mac Mini · M2 24GB Q8_0 ~55 7%
Mac Mini · M4 24GB Q8_0 ~65 7%
Mac Mini · M4 Pro 24GB Q8_0 ~149 7%
Mac Mini · M6 24GB Q8_0 ~111 7%
Mac Mini · M6 Pro 24GB Q8_0 ~224 7%
iMac · M3 24GB Q8_0 ~55 7%
iMac · M4 24GB Q8_0 ~65 7%
iMac · M6 24GB Q8_0 ~111 7%
MacBook Air · M4 32GB Q8_0 ~65 5%
MacBook Air · M5 32GB Q8_0 ~84 5%
MacBook Air · M6 32GB Q8_0 ~111 5%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~109 5%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~109 5%
MacBook Pro 14" · M5 32GB Q8_0 ~84 5%
MacBook Pro 14" · M6 32GB Q8_0 ~111 5%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~109 5%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~218 5%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~109 5%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~218 5%
Mac Mini · M2 Pro 32GB Q8_0 ~109 5%
Mac Mini · M4 32GB Q8_0 ~65 5%
Mac Mini · M6 32GB Q8_0 ~111 5%
Mac Studio · M1 Max 32GB Q8_0 ~218 5%
Mac Studio · M2 Max 32GB Q8_0 ~218 5%
iMac · M4 32GB Q8_0 ~65 5%
iMac · M6 32GB Q8_0 ~111 5%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~82 4%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~335 4%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~82 4%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~218 4%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~298 4%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~335 4%
Mac Studio · M4 Max 36GB Q8_0 ~298 4%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~149 3%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~168 3%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~335 3%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~224 3%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~503 3%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~218 3%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~149 3%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~298 3%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~168 3%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~335 3%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~224 3%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~503 3%
Mac Mini · M4 Pro 48GB Q8_0 ~149 3%
Mac Mini · M6 Pro 48GB Q8_0 ~224 3%
Mac Studio · M6 Max 48GB Q8_0 ~503 3%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~168 2%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~335 2%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~224 2%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~503 2%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~218 2%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~218 2%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~218 2%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~298 2%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~335 2%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~224 2%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~503 2%
Mac Mini · M6 Pro 64GB Q8_0 ~224 2%
Mac Studio · M1 Max 64GB Q8_0 ~218 2%
Mac Studio · M1 Ultra 64GB Q8_0 ~437 2%
Mac Studio · M2 Max 64GB Q8_0 ~218 2%
Mac Studio · M2 Ultra 64GB Q8_0 ~437 2%
Mac Studio · M4 Max 64GB Q8_0 ~298 2%
Mac Studio · M6 Max 64GB Q8_0 ~503 2%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~218 2%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~218 2%
Mac Studio · M2 Max 96GB Q8_0 ~218 2%
Mac Studio · M2 Ultra 96GB Q8_0 ~437 2%
Mac Pro · M2 Ultra 96GB Q8_0 ~437 2%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~335 1%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~503 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~218 1%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~298 1%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~335 1%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~503 1%
Mac Studio · M1 Ultra 128GB Q8_0 ~437 1%
Mac Studio · M2 Ultra 128GB Q8_0 ~437 1%
Mac Studio · M4 Max 128GB Q8_0 ~298 1%
Mac Studio · M4 Ultra 128GB Q8_0 ~447 1%
Mac Studio · M6 Max 128GB Q8_0 ~503 1%
Mac Pro · M2 Ultra 128GB Q8_0 ~437 1%
Mac Pro · M4 Ultra 128GB Q8_0 ~447 1%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~503 1%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~503 1%
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~1,006 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~437 1%
Mac Studio · M4 Ultra 192GB Q8_0 ~447 1%
Mac Studio · M6 Max 192GB Q8_0 ~503 1%
Mac Studio · M6 Ultra 192GB Q8_0 ~1,006 1%
Mac Pro · M2 Ultra 192GB Q8_0 ~437 1%
Mac Pro · M4 Ultra 192GB Q8_0 ~447 1%
Mac Pro · M6 Ultra 192GB Q8_0 ~1,006 1%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~1,006 1%
Mac Studio · M4 Ultra 256GB Q8_0 ~447 1%
Mac Studio · M6 Ultra 256GB Q8_0 ~1,006 1%
Mac Pro · M4 Ultra 256GB Q8_0 ~447 1%
Mac Pro · M6 Ultra 256GB Q8_0 ~1,006 1%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~1,006 0%
Mac Studio · M6 Ultra 384GB Q8_0 ~1,006 0%
Mac Pro · M6 Ultra 384GB Q8_0 ~1,006 0%

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