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OvisOCR

Multimodal model by ath-maas · 1.38B 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

OvisOCR fits comfortably in your 24 GB Mac using Q8_0 quantization, using 8% of your RAM.

~117tok/s
Q8_02.0 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters1.4B
Architectureovis2_6
Context Length4K
CategoryMultimodal
Capabilitiesvision
Formatgguf
Minimum RAM1 GB
Licenseapache-2.0
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 2.0 GB~117 tok/s✓
Q6_K 1.7 GB~153 tok/s✓
Q5_K_M 1.5 GB~180 tok/s✓
Q4_K_M 1.4 GB~211 tok/s✓
Q3_K_M 1.3 GB~255 tok/s✓
Q2_K 1.1 GB~331 tok/s✓

Which Mac Can Run OvisOCR?

Affiliate disclosure: the shop icons in this table are Amazon affiliate links. As an Amazon Associate, ModelPiper earns from qualifying purchases. Every fit rating, quantization and tok/s figure below is computed from the hardware specs and is not influenced by that.

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~38 tok/s · 25% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~311 2%
Mac Studio · M3 Ultra 256GB Q8_0 ~311 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~311 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~304 3%
Mac Studio · M1 Ultra 128GB Q8_0 ~304 2%
Mac Studio · M2 Ultra 64GB Q8_0 ~304 3%
Mac Studio · M2 Ultra 128GB Q8_0 ~304 2%
Mac Studio · M2 Ultra 192GB Q8_0 ~304 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~233 6%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~233 4%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~233 3%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~233 2%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~233 6%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~233 4%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~233 3%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~233 2%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~207 6%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~207 4%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~207 3%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~207 2%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~207 6%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~207 4%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~207 3%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~207 2%
Mac Studio · M4 Max 36GB Q8_0 ~207 6%
Mac Studio · M4 Max 48GB Q8_0 ~207 4%
Mac Studio · M4 Max 64GB Q8_0 ~207 3%
Mac Studio · M4 Max 128GB Q8_0 ~207 2%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~152 6%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~152 3%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~152 6%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~152 3%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~152 2%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~152 6%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~152 4%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~152 3%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~152 2%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~152 2%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~152 6%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~152 3%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~152 6%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~152 3%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~152 2%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~152 6%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~152 4%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~152 3%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~152 2%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~152 2%
Mac Studio · M1 Max 32GB Q8_0 ~152 6%
Mac Studio · M1 Max 64GB Q8_0 ~152 3%
Mac Studio · M2 Max 32GB Q8_0 ~152 6%
Mac Studio · M2 Max 64GB Q8_0 ~152 3%
Mac Studio · M2 Max 96GB Q8_0 ~152 2%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~117 8%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~117 4%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~117 3%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~117 8%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~117 4%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~117 3%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~104 8%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~104 4%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~104 8%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~104 4%
Mac mini · M4 Pro 24GB Q8_0 ~104 8%
Mac mini · M4 Pro 48GB Q8_0 ~104 4%
Mac mini · M4 Pro 64GB Q8_0 ~104 3%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~76 13%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~76 6%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~76 13%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~76 6%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~76 13%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~76 6%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~76 13%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~76 6%
Mac mini · M2 Pro 16GB Q8_0 ~76 13%
Mac mini · M2 Pro 32GB Q8_0 ~76 6%
MacBook Air · M5 16GB Q8_0 ~58 13%
MacBook Air · M5 24GB Q8_0 ~58 8%
MacBook Air · M5 32GB Q8_0 ~58 6%
MacBook Pro 14" · M5 16GB Q8_0 ~58 13%
MacBook Pro 14" · M5 24GB Q8_0 ~58 8%
MacBook Pro 14" · M5 32GB Q8_0 ~58 6%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~57 11%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~57 6%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~57 11%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~57 6%
MacBook Air · M4 16GB Q8_0 ~46 13%
MacBook Air · M4 24GB Q8_0 ~46 8%
MacBook Air · M4 32GB Q8_0 ~46 6%
MacBook Pro 14" · M4 16GB Q8_0 ~46 13%
MacBook Pro 14" · M4 24GB Q8_0 ~46 8%
MacBook Pro 14" · M4 32GB Q8_0 ~46 6%
Mac mini · M4 16GB Q8_0 ~46 13%
Mac mini · M4 24GB Q8_0 ~46 8%
Mac mini · M4 32GB Q8_0 ~46 6%
iMac · M4 16GB Q8_0 ~46 13%
iMac · M4 24GB Q8_0 ~46 8%
iMac · M4 32GB Q8_0 ~46 6%
MacBook Air · M2 8GB Q8_0 ~38 25%
MacBook Air · M2 16GB Q8_0 ~38 13%
MacBook Air · M2 24GB Q8_0 ~38 8%
MacBook Air · M3 8GB Q8_0 ~38 25%
MacBook Air · M3 16GB Q8_0 ~38 13%
MacBook Air · M3 24GB Q8_0 ~38 8%
MacBook Pro 14" · M3 8GB Q8_0 ~38 25%
MacBook Pro 14" · M3 16GB Q8_0 ~38 13%
MacBook Pro 14" · M3 24GB Q8_0 ~38 8%
Mac mini · M2 8GB Q8_0 ~38 25%
Mac mini · M2 16GB Q8_0 ~38 13%
Mac mini · M2 24GB Q8_0 ~38 8%
iMac · M3 8GB Q8_0 ~38 25%
iMac · M3 16GB Q8_0 ~38 13%
iMac · M3 24GB Q8_0 ~38 8%
MacBook Air · M1 8GB Q8_0 ~26 25%
MacBook Air · M1 16GB Q8_0 ~26 13%
Mac mini · M1 8GB Q8_0 ~26 25%
Mac mini · M1 16GB Q8_0 ~26 13%
iMac · M1 8GB Q8_0 ~26 25%
iMac · M1 16GB Q8_0 ~26 13%

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