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MobileLLM Pro base

General model by facebook · 1.08B 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

MobileLLM Pro base fits comfortably in your 24 GB Mac using Q8_0 quantization, using 7% of your RAM.

~149 tok/s

Q8_0 · 1.7 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 1.7 GB~149 tok/s✓
Q6_K 1.4 GB~195 tok/s✓
Q5_K_M 1.3 GB~230 tok/s✓
Q4_K_M 1.2 GB~270 tok/s✓
Q3_K_M 1.1 GB~326 tok/s✓
Q2_K 1.0 GB~423 tok/s✓

Specifications

Parameters1.1B
Architecturellama4_text
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads3,496
View on HuggingFace →

Which Mac Can Run MobileLLM Pro base?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~49 tok/s · 21% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~397 2%
Mac Studio · M3 Ultra 256GB Q8_0 ~397 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~397 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~388 3%
Mac Studio · M1 Ultra 128GB Q8_0 ~388 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~388 3%
Mac Studio · M2 Ultra 128GB Q8_0 ~388 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~388 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~298 5%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~298 4%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~298 3%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~298 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~298 5%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~298 4%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~298 3%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~298 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~265 5%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~265 4%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~265 3%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~265 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~265 5%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~265 4%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~265 3%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~265 1%
Mac Studio · M4 Max 36GB Q8_0 ~265 5%
Mac Studio · M4 Max 48GB Q8_0 ~265 4%
Mac Studio · M4 Max 64GB Q8_0 ~265 3%
Mac Studio · M4 Max 128GB Q8_0 ~265 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~194 5%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~194 3%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~194 5%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~194 3%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~194 2%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~194 5%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~194 4%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~194 3%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~194 2%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~194 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~194 5%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~194 3%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~194 5%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~194 3%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~194 2%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~194 5%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~194 4%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~194 3%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~194 2%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~194 1%
Mac Studio · M1 Max 32GB Q8_0 ~194 5%
Mac Studio · M1 Max 64GB Q8_0 ~194 3%
Mac Studio · M2 Max 32GB Q8_0 ~194 5%
Mac Studio · M2 Max 64GB Q8_0 ~194 3%
Mac Studio · M2 Max 96GB Q8_0 ~194 2%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~149 7%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~149 4%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~149 3%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~149 7%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~149 4%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~149 3%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~132 7%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~132 4%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~132 7%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~132 4%
Mac mini · M4 Pro 24GB Q8_0 ~132 7%
Mac mini · M4 Pro 48GB Q8_0 ~132 4%
Mac mini · M4 Pro 64GB Q8_0 ~132 3%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~97 11%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~97 5%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~97 11%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~97 5%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~97 11%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~97 5%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~97 11%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~97 5%
Mac mini · M2 Pro 16GB Q8_0 ~97 11%
Mac mini · M2 Pro 32GB Q8_0 ~97 5%
MacBook Air · M5 16GB Q8_0 ~74 11%
MacBook Air · M5 24GB Q8_0 ~74 7%
MacBook Air · M5 32GB Q8_0 ~74 5%
MacBook Pro 14" · M5 16GB Q8_0 ~74 11%
MacBook Pro 14" · M5 24GB Q8_0 ~74 7%
MacBook Pro 14" · M5 32GB Q8_0 ~74 5%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~73 9%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~73 5%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~73 9%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~73 5%
MacBook Air · M4 16GB Q8_0 ~58 11%
MacBook Air · M4 24GB Q8_0 ~58 7%
MacBook Air · M4 32GB Q8_0 ~58 5%
MacBook Pro 14" · M4 16GB Q8_0 ~58 11%
MacBook Pro 14" · M4 24GB Q8_0 ~58 7%
MacBook Pro 14" · M4 32GB Q8_0 ~58 5%
Mac mini · M4 16GB Q8_0 ~58 11%
Mac mini · M4 24GB Q8_0 ~58 7%
Mac mini · M4 32GB Q8_0 ~58 5%
iMac · M4 16GB Q8_0 ~58 11%
iMac · M4 24GB Q8_0 ~58 7%
iMac · M4 32GB Q8_0 ~58 5%
MacBook Air · M2 8GB Q8_0 ~49 21%
MacBook Air · M2 16GB Q8_0 ~49 11%
MacBook Air · M2 24GB Q8_0 ~49 7%
MacBook Air · M3 8GB Q8_0 ~49 21%
MacBook Air · M3 16GB Q8_0 ~49 11%
MacBook Air · M3 24GB Q8_0 ~49 7%
MacBook Pro 14" · M3 8GB Q8_0 ~49 21%
MacBook Pro 14" · M3 16GB Q8_0 ~49 11%
MacBook Pro 14" · M3 24GB Q8_0 ~49 7%
Mac mini · M2 8GB Q8_0 ~49 21%
Mac mini · M2 16GB Q8_0 ~49 11%
Mac mini · M2 24GB Q8_0 ~49 7%
iMac · M3 8GB Q8_0 ~49 21%
iMac · M3 16GB Q8_0 ~49 11%
iMac · M3 24GB Q8_0 ~49 7%
MacBook Air · M1 8GB Q8_0 ~33 21%
MacBook Air · M1 16GB Q8_0 ~33 11%
Mac mini · M1 8GB Q8_0 ~33 21%
Mac mini · M1 16GB Q8_0 ~33 11%
iMac · M1 8GB Q8_0 ~33 21%
iMac · M1 16GB Q8_0 ~33 11%

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