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Penguin VL 2B

Multimodal model by tencent · 2.17B 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

Penguin VL 2B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 12% of your RAM.

~74tok/s
Q8_02.9 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters2.2B
Architecturepenguinvl_qwen3
Context Length4K
CategoryMultimodal
Capabilitiesvision
Formatgguf
Minimum RAM1.2 GB
Licenseapache-2.0
HuggingFace Downloads1,560
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 2.9 GB~74 tok/s✓
Q6_K 2.4 GB~97 tok/s✓
Q5_K_M 2.1 GB~114 tok/s✓
Q4_K_M 1.9 GB~134 tok/s✓
Q3_K_M 1.7 GB~162 tok/s✓
Q2_K 1.4 GB~210 tok/s✓

Which Mac Can Run Penguin VL 2B?

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 · ~24 tok/s · 37% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~296 3%
Mac Studio · M5 Ultra 256GB Q8_0 ~296 1%
Mac Studio · M5 Ultra 512GB Q8_0 ~296 1%
Mac Studio · M3 Ultra 96GB Q8_0 ~198 3%
Mac Studio · M3 Ultra 256GB Q8_0 ~198 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~198 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~193 5%
Mac Studio · M1 Ultra 128GB Q8_0 ~193 2%
Mac Studio · M2 Ultra 64GB Q8_0 ~193 5%
Mac Studio · M2 Ultra 128GB Q8_0 ~193 2%
Mac Studio · M2 Ultra 192GB Q8_0 ~193 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~148 8%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~148 6%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~148 5%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~148 2%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~148 8%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~148 6%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~148 5%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~148 2%
Mac Studio · M5 Max 36GB Q8_0 ~148 8%
Mac Studio · M5 Max 48GB Q8_0 ~148 6%
Mac Studio · M5 Max 64GB Q8_0 ~148 5%
Mac Studio · M5 Max 128GB Q8_0 ~148 2%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~132 8%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~132 6%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~132 5%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~132 2%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~132 8%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~132 6%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~132 5%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~132 2%
Mac Studio · M4 Max 36GB Q8_0 ~132 8%
Mac Studio · M4 Max 48GB Q8_0 ~132 6%
Mac Studio · M4 Max 64GB Q8_0 ~132 5%
Mac Studio · M4 Max 128GB Q8_0 ~132 2%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~97 9%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~97 5%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~97 9%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~97 5%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~97 3%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~97 8%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~97 6%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~97 5%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~97 3%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~97 2%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~97 9%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~97 5%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~97 9%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~97 5%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~97 3%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~97 8%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~97 6%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~97 5%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~97 3%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~97 2%
Mac Studio · M1 Max 32GB Q8_0 ~97 9%
Mac Studio · M1 Max 64GB Q8_0 ~97 5%
Mac Studio · M2 Max 32GB Q8_0 ~97 9%
Mac Studio · M2 Max 64GB Q8_0 ~97 5%
Mac Studio · M2 Max 96GB Q8_0 ~97 3%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~74 12%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~74 6%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~74 5%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~74 12%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~74 6%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~74 5%
Mac mini · M5 Pro 24GB Q8_0 ~74 12%
Mac mini · M5 Pro 48GB Q8_0 ~74 6%
Mac mini · M5 Pro 64GB Q8_0 ~74 5%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~66 12%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~66 6%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~66 12%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~66 6%
Mac mini · M4 Pro 24GB Q8_0 ~66 12%
Mac mini · M4 Pro 48GB Q8_0 ~66 6%
Mac mini · M4 Pro 64GB Q8_0 ~66 5%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~48 18%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~48 9%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~48 18%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~48 9%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~48 18%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~48 9%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~48 18%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~48 9%
Mac mini · M2 Pro 16GB Q8_0 ~48 18%
Mac mini · M2 Pro 32GB Q8_0 ~48 9%
Mac mini · M6 16GB Q8_0 ~41 18%
Mac mini · M6 24GB Q8_0 ~41 12%
Mac mini · M6 32GB Q8_0 ~41 9%
MacBook Air · M5 16GB Q8_0 ~37 18%
MacBook Air · M5 24GB Q8_0 ~37 12%
MacBook Air · M5 32GB Q8_0 ~37 9%
MacBook Pro 14" · M5 16GB Q8_0 ~37 18%
MacBook Pro 14" · M5 24GB Q8_0 ~37 12%
MacBook Pro 14" · M5 32GB Q8_0 ~37 9%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~36 16%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~36 8%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~36 16%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~36 8%
MacBook Air · M4 16GB Q8_0 ~29 18%
MacBook Air · M4 24GB Q8_0 ~29 12%
MacBook Air · M4 32GB Q8_0 ~29 9%
MacBook Pro 14" · M4 16GB Q8_0 ~29 18%
MacBook Pro 14" · M4 24GB Q8_0 ~29 12%
MacBook Pro 14" · M4 32GB Q8_0 ~29 9%
Mac mini · M4 16GB Q8_0 ~29 18%
Mac mini · M4 24GB Q8_0 ~29 12%
Mac mini · M4 32GB Q8_0 ~29 9%
iMac · M4 16GB Q8_0 ~29 18%
iMac · M4 24GB Q8_0 ~29 12%
iMac · M4 32GB Q8_0 ~29 9%
MacBook Air · M2 8GB Q8_0 ~24 37%
MacBook Air · M2 16GB Q8_0 ~24 18%
MacBook Air · M2 24GB Q8_0 ~24 12%
MacBook Air · M3 8GB Q8_0 ~24 37%
MacBook Air · M3 16GB Q8_0 ~24 18%
MacBook Air · M3 24GB Q8_0 ~24 12%
MacBook Pro 14" · M3 8GB Q8_0 ~24 37%
MacBook Pro 14" · M3 16GB Q8_0 ~24 18%
MacBook Pro 14" · M3 24GB Q8_0 ~24 12%
Mac mini · M2 8GB Q8_0 ~24 37%
Mac mini · M2 16GB Q8_0 ~24 18%
Mac mini · M2 24GB Q8_0 ~24 12%
iMac · M3 8GB Q8_0 ~24 37%
iMac · M3 16GB Q8_0 ~24 18%
iMac · M3 24GB Q8_0 ~24 12%
MacBook Air · M1 8GB Q8_0 ~16 37%
MacBook Air · M1 16GB Q8_0 ~16 18%
Mac mini · M1 8GB Q8_0 ~16 37%
Mac mini · M1 16GB Q8_0 ~16 18%
iMac · M1 8GB Q8_0 ~16 37%
iMac · M1 16GB Q8_0 ~16 18%

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