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MiniCPM V 4.6

Multimodal model by openbmb · 1.3B 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

MiniCPM V 4.6 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 8% of your RAM.

~124 tok/s

Q8_0 · 2.0 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 2.0 GB~124 tok/s✓
Q6_K 1.6 GB~162 tok/s✓
Q5_K_M 1.5 GB~191 tok/s✓
Q4_K_M 1.3 GB~224 tok/s✓
Q3_K_M 1.2 GB~271 tok/s✓
Q2_K 1.1 GB~351 tok/s✓

Specifications

Parameters1.3B
Architectureminicpmv4_6
Context Length262K
CategoryMultimodal
Capabilitiesvision
Formatgguf
Minimum RAM1 GB
Licenseapache-2.0
HuggingFace Downloads809,413

GGUF Sources

ggml-orgmradermacher
View on HuggingFace →

Which Mac Can Run MiniCPM V 4.6?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~40 tok/s · 24% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~330 2%
Mac Studio · M3 Ultra 256GB Q8_0 ~330 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~330 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~322 3%
Mac Studio · M1 Ultra 128GB Q8_0 ~322 2%
Mac Studio · M2 Ultra 64GB Q8_0 ~322 3%
Mac Studio · M2 Ultra 128GB Q8_0 ~322 2%
Mac Studio · M2 Ultra 192GB Q8_0 ~322 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~247 5%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~247 4%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~247 3%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~247 2%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~247 5%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~247 4%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~247 3%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~247 2%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~220 5%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~220 4%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~220 3%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~220 2%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~220 5%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~220 4%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~220 3%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~220 2%
Mac Studio · M4 Max 36GB Q8_0 ~220 5%
Mac Studio · M4 Max 48GB Q8_0 ~220 4%
Mac Studio · M4 Max 64GB Q8_0 ~220 3%
Mac Studio · M4 Max 128GB Q8_0 ~220 2%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~161 6%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~161 3%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~161 6%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~161 3%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~161 2%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~161 5%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~161 4%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~161 3%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~161 2%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~161 2%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~161 6%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~161 3%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~161 6%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~161 3%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~161 2%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~161 5%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~161 4%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~161 3%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~161 2%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~161 2%
Mac Studio · M1 Max 32GB Q8_0 ~161 6%
Mac Studio · M1 Max 64GB Q8_0 ~161 3%
Mac Studio · M2 Max 32GB Q8_0 ~161 6%
Mac Studio · M2 Max 64GB Q8_0 ~161 3%
Mac Studio · M2 Max 96GB Q8_0 ~161 2%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~124 8%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~124 4%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~124 3%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~124 8%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~124 4%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~124 3%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~110 8%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~110 4%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~110 8%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~110 4%
Mac mini · M4 Pro 24GB Q8_0 ~110 8%
Mac mini · M4 Pro 48GB Q8_0 ~110 4%
Mac mini · M4 Pro 64GB Q8_0 ~110 3%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~81 12%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~81 6%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~81 12%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~81 6%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~81 12%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~81 6%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~81 12%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~81 6%
Mac mini · M2 Pro 16GB Q8_0 ~81 12%
Mac mini · M2 Pro 32GB Q8_0 ~81 6%
MacBook Air · M5 16GB Q8_0 ~62 12%
MacBook Air · M5 24GB Q8_0 ~62 8%
MacBook Air · M5 32GB Q8_0 ~62 6%
MacBook Pro 14" · M5 16GB Q8_0 ~62 12%
MacBook Pro 14" · M5 24GB Q8_0 ~62 8%
MacBook Pro 14" · M5 32GB Q8_0 ~62 6%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~60 11%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~60 5%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~60 11%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~60 5%
MacBook Air · M4 16GB Q8_0 ~48 12%
MacBook Air · M4 24GB Q8_0 ~48 8%
MacBook Air · M4 32GB Q8_0 ~48 6%
MacBook Pro 14" · M4 16GB Q8_0 ~48 12%
MacBook Pro 14" · M4 24GB Q8_0 ~48 8%
MacBook Pro 14" · M4 32GB Q8_0 ~48 6%
Mac mini · M4 16GB Q8_0 ~48 12%
Mac mini · M4 24GB Q8_0 ~48 8%
Mac mini · M4 32GB Q8_0 ~48 6%
iMac · M4 16GB Q8_0 ~48 12%
iMac · M4 24GB Q8_0 ~48 8%
iMac · M4 32GB Q8_0 ~48 6%
MacBook Air · M2 8GB Q8_0 ~40 24%
MacBook Air · M2 16GB Q8_0 ~40 12%
MacBook Air · M2 24GB Q8_0 ~40 8%
MacBook Air · M3 8GB Q8_0 ~40 24%
MacBook Air · M3 16GB Q8_0 ~40 12%
MacBook Air · M3 24GB Q8_0 ~40 8%
MacBook Pro 14" · M3 8GB Q8_0 ~40 24%
MacBook Pro 14" · M3 16GB Q8_0 ~40 12%
MacBook Pro 14" · M3 24GB Q8_0 ~40 8%
Mac mini · M2 8GB Q8_0 ~40 24%
Mac mini · M2 16GB Q8_0 ~40 12%
Mac mini · M2 24GB Q8_0 ~40 8%
iMac · M3 8GB Q8_0 ~40 24%
iMac · M3 16GB Q8_0 ~40 12%
iMac · M3 24GB Q8_0 ~40 8%
MacBook Air · M1 8GB Q8_0 ~28 24%
MacBook Air · M1 16GB Q8_0 ~28 12%
Mac mini · M1 8GB Q8_0 ~28 24%
Mac mini · M1 16GB Q8_0 ~28 12%
iMac · M1 8GB Q8_0 ~28 24%
iMac · M1 16GB Q8_0 ~28 12%

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