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paligemma2 3b pt 448

Multimodal model by Google · 3.03B 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, Mac mini M5 Pro

Runs Excellently

paligemma2 3b pt 448 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 16% of your RAM.

~53tok/s
Q8_03.9 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters3.0B
Architecturepaligemma
Context Length4K
CategoryMultimodal
Capabilitiesvision
Formatgguf
Minimum RAM1.7 GB
Licensegemma
HuggingFace Downloads48,649
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 3.9 GB~53 tok/s✓
Q6_K 3.1 GB~70 tok/s✓
Q5_K_M 2.8 GB~82 tok/s✓
Q4_K_M 2.5 GB~96 tok/s✓
Q3_K_M 2.2 GB~116 tok/s✓
Q2_K 1.8 GB~151 tok/s✓

Which Mac Can Run paligemma2 3b pt 448?

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 · ~17 tok/s · 49% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~212 4%
Mac Studio · M5 Ultra 256GB Q8_0 ~212 2%
Mac Studio · M5 Ultra 512GB Q8_0 ~212 1%
Mac Studio · M3 Ultra 96GB Q8_0 ~142 4%
Mac Studio · M3 Ultra 256GB Q8_0 ~142 2%
Mac Studio · M3 Ultra 512GB Q8_0 ~142 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~138 6%
Mac Studio · M1 Ultra 128GB Q8_0 ~138 3%
Mac Studio · M2 Ultra 64GB Q8_0 ~138 6%
Mac Studio · M2 Ultra 128GB Q8_0 ~138 3%
Mac Studio · M2 Ultra 192GB Q8_0 ~138 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~106 11%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~106 8%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~106 6%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~106 3%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~106 11%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~106 8%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~106 6%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~106 3%
Mac Studio · M5 Max 36GB Q8_0 ~106 11%
Mac Studio · M5 Max 48GB Q8_0 ~106 8%
Mac Studio · M5 Max 64GB Q8_0 ~106 6%
Mac Studio · M5 Max 128GB Q8_0 ~106 3%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~94 11%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~94 8%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~94 6%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~94 3%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~94 11%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~94 8%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~94 6%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~94 3%
Mac Studio · M4 Max 36GB Q8_0 ~94 11%
Mac Studio · M4 Max 48GB Q8_0 ~94 8%
Mac Studio · M4 Max 64GB Q8_0 ~94 6%
Mac Studio · M4 Max 128GB Q8_0 ~94 3%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~69 12%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~69 6%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~69 12%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~69 6%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~69 4%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~69 11%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~69 8%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~69 6%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~69 4%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~69 3%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~69 12%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~69 6%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~69 12%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~69 6%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~69 4%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~69 11%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~69 8%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~69 6%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~69 4%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~69 3%
Mac Studio · M1 Max 32GB Q8_0 ~69 12%
Mac Studio · M1 Max 64GB Q8_0 ~69 6%
Mac Studio · M2 Max 32GB Q8_0 ~69 12%
Mac Studio · M2 Max 64GB Q8_0 ~69 6%
Mac Studio · M2 Max 96GB Q8_0 ~69 4%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~53 16%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~53 8%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~53 6%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~53 16%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~53 8%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~53 6%
Mac mini · M5 Pro 24GB Q8_0 ~53 16%
Mac mini · M5 Pro 48GB Q8_0 ~53 8%
Mac mini · M5 Pro 64GB Q8_0 ~53 6%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~47 16%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~47 8%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~47 16%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~47 8%
Mac mini · M4 Pro 24GB Q8_0 ~47 16%
Mac mini · M4 Pro 48GB Q8_0 ~47 8%
Mac mini · M4 Pro 64GB Q8_0 ~47 6%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~35 24%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~35 12%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~35 24%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~35 12%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~35 24%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~35 12%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~35 24%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~35 12%
Mac mini · M2 Pro 16GB Q8_0 ~35 24%
Mac mini · M2 Pro 32GB Q8_0 ~35 12%
Mac mini · M6 16GB Q8_0 ~29 24%
Mac mini · M6 24GB Q8_0 ~29 16%
Mac mini · M6 32GB Q8_0 ~29 12%
MacBook Air · M5 16GB Q8_0 ~26 24%
MacBook Air · M5 24GB Q8_0 ~26 16%
MacBook Air · M5 32GB Q8_0 ~26 12%
MacBook Pro 14" · M5 16GB Q8_0 ~26 24%
MacBook Pro 14" · M5 24GB Q8_0 ~26 16%
MacBook Pro 14" · M5 32GB Q8_0 ~26 12%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~26 22%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~26 11%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~26 22%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~26 11%
MacBook Air · M4 16GB Q8_0 ~21 24%
MacBook Air · M4 24GB Q8_0 ~21 16%
MacBook Air · M4 32GB Q8_0 ~21 12%
MacBook Pro 14" · M4 16GB Q8_0 ~21 24%
MacBook Pro 14" · M4 24GB Q8_0 ~21 16%
MacBook Pro 14" · M4 32GB Q8_0 ~21 12%
Mac mini · M4 16GB Q8_0 ~21 24%
Mac mini · M4 24GB Q8_0 ~21 16%
Mac mini · M4 32GB Q8_0 ~21 12%
iMac · M4 16GB Q8_0 ~21 24%
iMac · M4 24GB Q8_0 ~21 16%
iMac · M4 32GB Q8_0 ~21 12%
MacBook Air · M2 8GB Q8_0 ~17 49%
MacBook Air · M2 16GB Q8_0 ~17 24%
MacBook Air · M2 24GB Q8_0 ~17 16%
MacBook Air · M3 8GB Q8_0 ~17 49%
MacBook Air · M3 16GB Q8_0 ~17 24%
MacBook Air · M3 24GB Q8_0 ~17 16%
MacBook Pro 14" · M3 8GB Q8_0 ~17 49%
MacBook Pro 14" · M3 16GB Q8_0 ~17 24%
MacBook Pro 14" · M3 24GB Q8_0 ~17 16%
Mac mini · M2 8GB Q8_0 ~17 49%
Mac mini · M2 16GB Q8_0 ~17 24%
Mac mini · M2 24GB Q8_0 ~17 16%
iMac · M3 8GB Q8_0 ~17 49%
iMac · M3 16GB Q8_0 ~17 24%
iMac · M3 24GB Q8_0 ~17 16%
MacBook Air · M1 8GB Q8_0 ~12 49%
MacBook Air · M1 16GB Q8_0 ~12 24%
Mac mini · M1 8GB Q8_0 ~12 49%
Mac mini · M1 16GB Q8_0 ~12 24%
iMac · M1 8GB Q8_0 ~12 49%
iMac · M1 16GB Q8_0 ~12 24%

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