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FastVLM 1.5B

General model by apple · 1.91B 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

FastVLM 1.5B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 11% of your RAM.

~84 tok/s

Q8_0 · 2.6 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 2.6 GB~84 tok/s✓
Q6_K 2.2 GB~111 tok/s✓
Q5_K_M 1.9 GB~130 tok/s✓
Q4_K_M 1.7 GB~152 tok/s✓
Q3_K_M 1.5 GB~184 tok/s✓
Q2_K 1.3 GB~239 tok/s✓

Specifications

Parameters1.9B
Architecturellava_qwen2
Context Length33K
CategoryGeneral
Formatgguf
Minimum RAM1.1 GB
HuggingFace Downloads3,293
View on HuggingFace →

Which Mac Can Run FastVLM 1.5B?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~27 tok/s · 33% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~225 3%
Mac Studio · M3 Ultra 256GB Q8_0 ~225 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~225 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~219 4%
Mac Studio · M1 Ultra 128GB Q8_0 ~219 2%
Mac Studio · M2 Ultra 64GB Q8_0 ~219 4%
Mac Studio · M2 Ultra 128GB Q8_0 ~219 2%
Mac Studio · M2 Ultra 192GB Q8_0 ~219 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~168 7%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~168 5%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~168 4%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~168 2%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~168 7%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~168 5%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~168 4%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~168 2%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~150 7%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~150 5%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~150 4%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~150 2%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~150 7%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~150 5%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~150 4%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~150 2%
Mac Studio · M4 Max 36GB Q8_0 ~150 7%
Mac Studio · M4 Max 48GB Q8_0 ~150 5%
Mac Studio · M4 Max 64GB Q8_0 ~150 4%
Mac Studio · M4 Max 128GB Q8_0 ~150 2%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~110 8%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~110 4%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~110 8%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~110 4%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~110 3%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~110 7%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~110 5%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~110 4%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~110 3%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~110 2%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~110 8%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~110 4%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~110 8%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~110 4%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~110 3%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~110 7%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~110 5%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~110 4%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~110 3%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~110 2%
Mac Studio · M1 Max 32GB Q8_0 ~110 8%
Mac Studio · M1 Max 64GB Q8_0 ~110 4%
Mac Studio · M2 Max 32GB Q8_0 ~110 8%
Mac Studio · M2 Max 64GB Q8_0 ~110 4%
Mac Studio · M2 Max 96GB Q8_0 ~110 3%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~84 11%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~84 5%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~84 4%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~84 11%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~84 5%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~84 4%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~75 11%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~75 5%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~75 11%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~75 5%
Mac mini · M4 Pro 24GB Q8_0 ~75 11%
Mac mini · M4 Pro 48GB Q8_0 ~75 5%
Mac mini · M4 Pro 64GB Q8_0 ~75 4%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~55 16%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~55 8%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~55 16%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~55 8%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~55 16%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~55 8%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~55 16%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~55 8%
Mac mini · M2 Pro 16GB Q8_0 ~55 16%
Mac mini · M2 Pro 32GB Q8_0 ~55 8%
MacBook Air · M5 16GB Q8_0 ~42 16%
MacBook Air · M5 24GB Q8_0 ~42 11%
MacBook Air · M5 32GB Q8_0 ~42 8%
MacBook Pro 14" · M5 16GB Q8_0 ~42 16%
MacBook Pro 14" · M5 24GB Q8_0 ~42 11%
MacBook Pro 14" · M5 32GB Q8_0 ~42 8%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~41 15%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~41 7%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~41 15%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~41 7%
MacBook Air · M4 16GB Q8_0 ~33 16%
MacBook Air · M4 24GB Q8_0 ~33 11%
MacBook Air · M4 32GB Q8_0 ~33 8%
MacBook Pro 14" · M4 16GB Q8_0 ~33 16%
MacBook Pro 14" · M4 24GB Q8_0 ~33 11%
MacBook Pro 14" · M4 32GB Q8_0 ~33 8%
Mac mini · M4 16GB Q8_0 ~33 16%
Mac mini · M4 24GB Q8_0 ~33 11%
Mac mini · M4 32GB Q8_0 ~33 8%
iMac · M4 16GB Q8_0 ~33 16%
iMac · M4 24GB Q8_0 ~33 11%
iMac · M4 32GB Q8_0 ~33 8%
MacBook Air · M2 8GB Q8_0 ~27 33%
MacBook Air · M2 16GB Q8_0 ~27 16%
MacBook Air · M2 24GB Q8_0 ~27 11%
MacBook Air · M3 8GB Q8_0 ~27 33%
MacBook Air · M3 16GB Q8_0 ~27 16%
MacBook Air · M3 24GB Q8_0 ~27 11%
MacBook Pro 14" · M3 8GB Q8_0 ~27 33%
MacBook Pro 14" · M3 16GB Q8_0 ~27 16%
MacBook Pro 14" · M3 24GB Q8_0 ~27 11%
Mac mini · M2 8GB Q8_0 ~27 33%
Mac mini · M2 16GB Q8_0 ~27 16%
Mac mini · M2 24GB Q8_0 ~27 11%
iMac · M3 8GB Q8_0 ~27 33%
iMac · M3 16GB Q8_0 ~27 16%
iMac · M3 24GB Q8_0 ~27 11%
MacBook Air · M1 8GB Q8_0 ~19 33%
MacBook Air · M1 16GB Q8_0 ~19 16%
Mac mini · M1 8GB Q8_0 ~19 33%
Mac mini · M1 16GB Q8_0 ~19 16%
iMac · M1 8GB Q8_0 ~19 33%
iMac · M1 16GB Q8_0 ~19 16%

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