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LFM2.5 VL 1.6B

General model by Liquid AI · 1.6B parameters · Released 2026-01-05

Chip
Unified Memory
Bandwidth 307 GB/s
Available for Models ~21 GB

Runs Excellently

LFM2.5 VL 1.6B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 10% of your RAM.

~101 tok/s

Q8_0 · 2.3 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 2.3 GB~101 tok/s✓
Q6_K 1.9 GB~132 tok/s✓
Q5_K_M 1.7 GB~155 tok/s✓
Q4_K_M 1.5 GB~182 tok/s✓
Q3_K_M 1.4 GB~220 tok/s✓
Q2_K 1.2 GB~285 tok/s✓

Specifications

Parameters1.6B
Architecturelfm2_vl
Context Length128K
CategoryGeneral
Capabilitiesvision
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads136,895

GGUF Sources

unsloth
View on HuggingFace →

Which Mac Can Run LFM2.5 VL 1.6B?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~33 tok/s · 29% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~603 1%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~603 1%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~603 1%
Mac Studio · M6 Ultra 192GB Q8_0 ~603 1%
Mac Studio · M6 Ultra 256GB Q8_0 ~603 1%
Mac Studio · M6 Ultra 384GB Q8_0 ~603 1%
Mac Studio · M5 Ultra 128GB Q8_0 ~402 2%
Mac Studio · M5 Ultra 192GB Q8_0 ~402 1%
Mac Studio · M5 Ultra 256GB Q8_0 ~402 1%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~302 5%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~302 4%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~302 2%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~302 1%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~302 5%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~302 4%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~302 2%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~302 1%
Mac Studio · M6 Max 48GB Q8_0 ~302 5%
Mac Studio · M6 Max 64GB Q8_0 ~302 4%
Mac Studio · M6 Max 128GB Q8_0 ~302 2%
Mac Studio · M6 Max 192GB Q8_0 ~302 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~262 4%
Mac Studio · M1 Ultra 128GB Q8_0 ~262 2%
Mac Studio · M2 Ultra 64GB Q8_0 ~262 4%
Mac Studio · M2 Ultra 96GB Q8_0 ~262 2%
Mac Studio · M2 Ultra 128GB Q8_0 ~262 2%
Mac Studio · M2 Ultra 192GB Q8_0 ~262 1%
Mac Studio · M3 Ultra 96GB Q8_0 ~262 2%
Mac Studio · M3 Ultra 192GB Q8_0 ~262 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~201 6%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~201 5%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~201 4%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~201 2%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~201 6%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~201 5%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~201 4%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~201 2%
Mac Studio · M5 Max 36GB Q8_0 ~201 6%
Mac Studio · M5 Max 64GB Q8_0 ~201 4%
Mac Studio · M5 Max 128GB Q8_0 ~201 2%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~179 6%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~179 5%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~179 4%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~179 2%
Mac Studio · M4 Max 36GB Q8_0 ~179 6%
Mac Studio · M4 Max 64GB Q8_0 ~179 4%
Mac Studio · M4 Max 128GB Q8_0 ~179 2%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~134 10%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~134 5%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~134 4%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~134 10%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~134 5%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~134 4%
Mac Mini · M6 Pro 24GB Q8_0 ~134 10%
Mac Mini · M6 Pro 48GB Q8_0 ~134 5%
Mac Mini · M6 Pro 64GB Q8_0 ~134 4%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~131 7%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~131 4%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~131 7%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~131 4%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~131 2%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~131 6%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~131 5%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~131 4%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~131 2%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~131 2%
Mac Studio · M1 Max 32GB Q8_0 ~131 7%
Mac Studio · M1 Max 64GB Q8_0 ~131 4%
Mac Studio · M2 Max 32GB Q8_0 ~131 7%
Mac Studio · M2 Max 64GB Q8_0 ~131 4%
Mac Studio · M2 Max 96GB Q8_0 ~131 2%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~101 10%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~101 5%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~101 4%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~101 10%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~101 5%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~89 10%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~89 5%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~89 10%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~89 5%
Mac Mini · M4 Pro 24GB Q8_0 ~89 10%
Mac Mini · M4 Pro 48GB Q8_0 ~89 5%
MacBook Air · M6 16GB Q8_0 ~67 14%
MacBook Air · M6 24GB Q8_0 ~67 10%
MacBook Air · M6 32GB Q8_0 ~67 7%
MacBook Pro 14" · M6 16GB Q8_0 ~67 14%
MacBook Pro 14" · M6 24GB Q8_0 ~67 10%
MacBook Pro 14" · M6 32GB Q8_0 ~67 7%
Mac Mini · M6 16GB Q8_0 ~67 14%
Mac Mini · M6 24GB Q8_0 ~67 10%
Mac Mini · M6 32GB Q8_0 ~67 7%
iMac · M6 16GB Q8_0 ~67 14%
iMac · M6 24GB Q8_0 ~67 10%
iMac · M6 32GB Q8_0 ~67 7%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~65 14%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~65 7%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~65 14%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~65 7%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~65 14%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~65 7%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~65 14%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~65 7%
Mac Mini · M2 Pro 16GB Q8_0 ~65 14%
Mac Mini · M2 Pro 32GB Q8_0 ~65 7%
MacBook Air · M5 16GB Q8_0 ~50 14%
MacBook Air · M5 24GB Q8_0 ~50 10%
MacBook Air · M5 32GB Q8_0 ~50 7%
MacBook Pro 14" · M5 16GB Q8_0 ~50 14%
MacBook Pro 14" · M5 24GB Q8_0 ~50 10%
MacBook Pro 14" · M5 32GB Q8_0 ~50 7%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~49 13%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~49 6%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~49 13%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~49 6%
MacBook Air · M4 16GB Q8_0 ~39 14%
MacBook Air · M4 24GB Q8_0 ~39 10%
MacBook Air · M4 32GB Q8_0 ~39 7%
Mac Mini · M4 16GB Q8_0 ~39 14%
Mac Mini · M4 24GB Q8_0 ~39 10%
Mac Mini · M4 32GB Q8_0 ~39 7%
iMac · M4 16GB Q8_0 ~39 14%
iMac · M4 24GB Q8_0 ~39 10%
iMac · M4 32GB Q8_0 ~39 7%
MacBook Air · M2 8GB Q8_0 ~33 29%
MacBook Air · M2 16GB Q8_0 ~33 14%
MacBook Air · M2 24GB Q8_0 ~33 10%
MacBook Air · M3 8GB Q8_0 ~33 29%
MacBook Air · M3 16GB Q8_0 ~33 14%
MacBook Air · M3 24GB Q8_0 ~33 10%
Mac Mini · M2 8GB Q8_0 ~33 29%
Mac Mini · M2 16GB Q8_0 ~33 14%
Mac Mini · M2 24GB Q8_0 ~33 10%
iMac · M3 8GB Q8_0 ~33 29%
iMac · M3 16GB Q8_0 ~33 14%
iMac · M3 24GB Q8_0 ~33 10%
MacBook Air · M1 8GB Q8_0 ~22 29%
MacBook Air · M1 16GB Q8_0 ~22 14%
Mac Mini · M1 8GB Q8_0 ~22 29%
Mac Mini · M1 16GB Q8_0 ~22 14%
iMac · M1 8GB Q8_0 ~22 29%
iMac · M1 16GB Q8_0 ~22 14%

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