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surya ocr 2

Multimodal model by datalab-to · 0.69B 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

surya ocr 2 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 5% of your RAM.

~233 tok/s

Q8_0 · 1.3 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 1.3 GB~233 tok/s✓
Q6_K 1.1 GB~306 tok/s✓
Q5_K_M 1.0 GB~360 tok/s✓
Q4_K_M 0.9 GB~422 tok/s✓
Q3_K_M 0.9 GB~510 tok/s✓
Q2_K 0.8 GB~661 tok/s✓

Specifications

Parameters686M
Architectureqwen3_5
Context Length262K
CategoryMultimodal
Capabilitiesvision
Formatgguf
Minimum RAM1 GB
Licenseopenrail
HuggingFace Downloads377,341
View on HuggingFace →

Which Mac Can Run surya ocr 2?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~76 tok/s · 16% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~622 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~622 0%
Mac Studio · M3 Ultra 512GB Q8_0 ~622 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~607 2%
Mac Studio · M1 Ultra 128GB Q8_0 ~607 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~607 2%
Mac Studio · M2 Ultra 128GB Q8_0 ~607 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~607 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~466 4%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~466 3%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~466 2%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~466 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~466 4%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~466 3%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~466 2%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~466 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~414 4%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~414 3%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~414 2%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~414 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~414 4%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~414 3%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~414 2%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~414 1%
Mac Studio · M4 Max 36GB Q8_0 ~414 4%
Mac Studio · M4 Max 48GB Q8_0 ~414 3%
Mac Studio · M4 Max 64GB Q8_0 ~414 2%
Mac Studio · M4 Max 128GB Q8_0 ~414 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~304 4%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~304 2%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~304 4%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~304 2%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~304 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~304 4%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~304 3%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~304 2%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~304 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~304 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~304 4%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~304 2%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~304 4%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~304 2%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~304 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~304 4%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~304 3%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~304 2%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~304 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~304 1%
Mac Studio · M1 Max 32GB Q8_0 ~304 4%
Mac Studio · M1 Max 64GB Q8_0 ~304 2%
Mac Studio · M2 Max 32GB Q8_0 ~304 4%
Mac Studio · M2 Max 64GB Q8_0 ~304 2%
Mac Studio · M2 Max 96GB Q8_0 ~304 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~233 5%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~233 3%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~233 2%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~233 5%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~233 3%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~233 2%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~207 5%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~207 3%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~207 5%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~207 3%
Mac mini · M4 Pro 24GB Q8_0 ~207 5%
Mac mini · M4 Pro 48GB Q8_0 ~207 3%
Mac mini · M4 Pro 64GB Q8_0 ~207 2%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~152 8%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~152 4%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~152 8%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~152 4%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~152 8%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~152 4%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~152 8%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~152 4%
Mac mini · M2 Pro 16GB Q8_0 ~152 8%
Mac mini · M2 Pro 32GB Q8_0 ~152 4%
MacBook Air · M5 16GB Q8_0 ~116 8%
MacBook Air · M5 24GB Q8_0 ~116 5%
MacBook Air · M5 32GB Q8_0 ~116 4%
MacBook Pro 14" · M5 16GB Q8_0 ~116 8%
MacBook Pro 14" · M5 24GB Q8_0 ~116 5%
MacBook Pro 14" · M5 32GB Q8_0 ~116 4%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~114 7%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~114 4%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~114 7%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~114 4%
MacBook Air · M4 16GB Q8_0 ~91 8%
MacBook Air · M4 24GB Q8_0 ~91 5%
MacBook Air · M4 32GB Q8_0 ~91 4%
MacBook Pro 14" · M4 16GB Q8_0 ~91 8%
MacBook Pro 14" · M4 24GB Q8_0 ~91 5%
MacBook Pro 14" · M4 32GB Q8_0 ~91 4%
Mac mini · M4 16GB Q8_0 ~91 8%
Mac mini · M4 24GB Q8_0 ~91 5%
Mac mini · M4 32GB Q8_0 ~91 4%
iMac · M4 16GB Q8_0 ~91 8%
iMac · M4 24GB Q8_0 ~91 5%
iMac · M4 32GB Q8_0 ~91 4%
MacBook Air · M2 8GB Q8_0 ~76 16%
MacBook Air · M2 16GB Q8_0 ~76 8%
MacBook Air · M2 24GB Q8_0 ~76 5%
MacBook Air · M3 8GB Q8_0 ~76 16%
MacBook Air · M3 16GB Q8_0 ~76 8%
MacBook Air · M3 24GB Q8_0 ~76 5%
MacBook Pro 14" · M3 8GB Q8_0 ~76 16%
MacBook Pro 14" · M3 16GB Q8_0 ~76 8%
MacBook Pro 14" · M3 24GB Q8_0 ~76 5%
Mac mini · M2 8GB Q8_0 ~76 16%
Mac mini · M2 16GB Q8_0 ~76 8%
Mac mini · M2 24GB Q8_0 ~76 5%
iMac · M3 8GB Q8_0 ~76 16%
iMac · M3 16GB Q8_0 ~76 8%
iMac · M3 24GB Q8_0 ~76 5%
MacBook Air · M1 8GB Q8_0 ~52 16%
MacBook Air · M1 16GB Q8_0 ~52 8%
Mac mini · M1 8GB Q8_0 ~52 16%
Mac mini · M1 16GB Q8_0 ~52 8%
iMac · M1 8GB Q8_0 ~52 16%
iMac · M1 16GB Q8_0 ~52 8%

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