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Mage VL

Multimodal model by Microsoft · 4.74B 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

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

~34tok/s
Q8_05.8 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters4.7B
Architecturemage_vl
Context Length262K
CategoryMultimodal
Capabilitiesvision
Formatgguf
Minimum RAM2.6 GB
Licenseapache-2.0
HuggingFace Downloads461,150
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 5.8 GB~34 tok/s✓
Q6_K 4.6 GB~45 tok/s✓
Q5_K_M 4.0 GB~52 tok/s✓
Q4_K_M 3.6 GB~61 tok/s✓
Q3_K_M 3.1 GB~74 tok/s✓
Q2_K 2.6 GB~96 tok/s✓

Which Mac Can Run Mage VL?

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 · ~11 tok/s · 72% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~136 6%
Mac Studio · M5 Ultra 256GB Q8_0 ~136 2%
Mac Studio · M5 Ultra 512GB Q8_0 ~136 1%
Mac Studio · M3 Ultra 96GB Q8_0 ~91 6%
Mac Studio · M3 Ultra 256GB Q8_0 ~91 2%
Mac Studio · M3 Ultra 512GB Q8_0 ~91 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~88 9%
Mac Studio · M1 Ultra 128GB Q8_0 ~88 5%
Mac Studio · M2 Ultra 64GB Q8_0 ~88 9%
Mac Studio · M2 Ultra 128GB Q8_0 ~88 5%
Mac Studio · M2 Ultra 192GB Q8_0 ~88 3%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~68 16%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~68 12%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~68 9%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~68 5%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~68 16%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~68 12%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~68 9%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~68 5%
Mac Studio · M5 Max 36GB Q8_0 ~68 16%
Mac Studio · M5 Max 48GB Q8_0 ~68 12%
Mac Studio · M5 Max 64GB Q8_0 ~68 9%
Mac Studio · M5 Max 128GB Q8_0 ~68 5%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~60 16%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~60 12%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~60 9%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~60 5%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~60 16%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~60 12%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~60 9%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~60 5%
Mac Studio · M4 Max 36GB Q8_0 ~60 16%
Mac Studio · M4 Max 48GB Q8_0 ~60 12%
Mac Studio · M4 Max 64GB Q8_0 ~60 9%
Mac Studio · M4 Max 128GB Q8_0 ~60 5%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~44 18%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~44 9%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~44 18%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~44 9%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~44 6%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~44 16%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~44 12%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~44 9%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~44 6%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~44 5%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~44 18%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~44 9%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~44 18%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~44 9%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~44 6%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~44 16%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~44 12%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~44 9%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~44 6%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~44 5%
Mac Studio · M1 Max 32GB Q8_0 ~44 18%
Mac Studio · M1 Max 64GB Q8_0 ~44 9%
Mac Studio · M2 Max 32GB Q8_0 ~44 18%
Mac Studio · M2 Max 64GB Q8_0 ~44 9%
Mac Studio · M2 Max 96GB Q8_0 ~44 6%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~34 24%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~34 12%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~34 9%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~34 24%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~34 12%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~34 9%
Mac mini · M5 Pro 24GB Q8_0 ~34 24%
Mac mini · M5 Pro 48GB Q8_0 ~34 12%
Mac mini · M5 Pro 64GB Q8_0 ~34 9%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~30 24%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~30 12%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~30 24%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~30 12%
Mac mini · M4 Pro 24GB Q8_0 ~30 24%
Mac mini · M4 Pro 48GB Q8_0 ~30 12%
Mac mini · M4 Pro 64GB Q8_0 ~30 9%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~22 36%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~22 18%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~22 36%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~22 18%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~22 36%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~22 18%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~22 36%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~22 18%
Mac mini · M2 Pro 16GB Q8_0 ~22 36%
Mac mini · M2 Pro 32GB Q8_0 ~22 18%
Mac mini · M6 16GB Q8_0 ~19 36%
Mac mini · M6 24GB Q8_0 ~19 24%
Mac mini · M6 32GB Q8_0 ~19 18%
MacBook Air · M5 16GB Q8_0 ~17 36%
MacBook Air · M5 24GB Q8_0 ~17 24%
MacBook Air · M5 32GB Q8_0 ~17 18%
MacBook Pro 14" · M5 16GB Q8_0 ~17 36%
MacBook Pro 14" · M5 24GB Q8_0 ~17 24%
MacBook Pro 14" · M5 32GB Q8_0 ~17 18%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~17 32%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~17 16%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~17 32%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~17 16%
MacBook Air · M4 16GB Q8_0 ~13 36%
MacBook Air · M4 24GB Q8_0 ~13 24%
MacBook Air · M4 32GB Q8_0 ~13 18%
MacBook Pro 14" · M4 16GB Q8_0 ~13 36%
MacBook Pro 14" · M4 24GB Q8_0 ~13 24%
MacBook Pro 14" · M4 32GB Q8_0 ~13 18%
Mac mini · M4 16GB Q8_0 ~13 36%
Mac mini · M4 24GB Q8_0 ~13 24%
Mac mini · M4 32GB Q8_0 ~13 18%
iMac · M4 16GB Q8_0 ~13 36%
iMac · M4 24GB Q8_0 ~13 24%
iMac · M4 32GB Q8_0 ~13 18%
MacBook Air · M2 8GB Q8_0 ~11 72%
MacBook Air · M2 16GB Q8_0 ~11 36%
MacBook Air · M2 24GB Q8_0 ~11 24%
MacBook Air · M3 8GB Q8_0 ~11 72%
MacBook Air · M3 16GB Q8_0 ~11 36%
MacBook Air · M3 24GB Q8_0 ~11 24%
MacBook Pro 14" · M3 8GB Q8_0 ~11 72%
MacBook Pro 14" · M3 16GB Q8_0 ~11 36%
MacBook Pro 14" · M3 24GB Q8_0 ~11 24%
Mac mini · M2 8GB Q8_0 ~11 72%
Mac mini · M2 16GB Q8_0 ~11 36%
Mac mini · M2 24GB Q8_0 ~11 24%
iMac · M3 8GB Q8_0 ~11 72%
iMac · M3 16GB Q8_0 ~11 36%
iMac · M3 24GB Q8_0 ~11 24%
MacBook Air · M1 8GB Q8_0 ~8 72%
MacBook Air · M1 16GB Q8_0 ~8 36%
Mac mini · M1 8GB Q8_0 ~8 72%
Mac mini · M1 16GB Q8_0 ~8 36%
iMac · M1 8GB Q8_0 ~8 72%
iMac · M1 16GB Q8_0 ~8 36%

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