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LFM2 24B A2B

General model by Liquid AI · 23.84B parameters · Released 2026-02-24

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

Tight Fit

LFM2 24B A2B can run but will be tight at 76% of RAM. Consider a lower quantization or closing other apps.

~108 tok/s

Q5_K_M · 18.3 GB

Alternative: Q4_K_M (15.9 GB, ~127 tok/s)

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 27.1 GB~70 tok/s✗
Q6_K 21.1 GB~92 tok/s✗
Q5_K_M Recommended 18.3 GB~108 tok/s✓
Q4_K_M 15.9 GB~127 tok/s✓
Q3_K_M 13.5 GB~153 tok/s✓
Q2_K 10.9 GB~198 tok/s✓

Specifications

Parameters23.8B
Architecturelfm2_moe
Context Length128K
CategoryGeneral
Mixture of Experts 64 experts, 4 active
Formatgguf
Minimum RAM13.3 GB
HuggingFace Downloads39,429

GGUF Sources

mradermacher
View on HuggingFace →

Which Mac Can Run LFM2 24B A2B?

Minimum Mac

MacBook Pro 16" — M1 Max 32GB

Q8_0 · ~91 tok/s · 85% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~420 14%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~420 11%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~420 7%
Mac Studio · M6 Ultra 192GB Q8_0 ~420 14%
Mac Studio · M6 Ultra 256GB Q8_0 ~420 11%
Mac Studio · M6 Ultra 384GB Q8_0 ~420 7%
Mac Studio · M5 Ultra 128GB Q8_0 ~280 21%
Mac Studio · M5 Ultra 192GB Q8_0 ~280 14%
Mac Studio · M5 Ultra 256GB Q8_0 ~280 11%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~210 56%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~210 42%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~210 21%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~210 14%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~210 56%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~210 42%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~210 21%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~210 14%
Mac Studio · M6 Max 48GB Q8_0 ~210 56%
Mac Studio · M6 Max 64GB Q8_0 ~210 42%
Mac Studio · M6 Max 128GB Q8_0 ~210 21%
Mac Studio · M6 Max 192GB Q8_0 ~210 14%
Mac Studio · M1 Ultra 64GB Q8_0 ~182 42%
Mac Studio · M1 Ultra 128GB Q8_0 ~182 21%
Mac Studio · M2 Ultra 64GB Q8_0 ~182 42%
Mac Studio · M2 Ultra 96GB Q8_0 ~182 28%
Mac Studio · M2 Ultra 128GB Q8_0 ~182 21%
Mac Studio · M2 Ultra 192GB Q8_0 ~182 14%
Mac Studio · M3 Ultra 96GB Q8_0 ~182 28%
Mac Studio · M3 Ultra 192GB Q8_0 ~182 14%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~140 75%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~140 56%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~140 42%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~140 21%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~140 75%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~140 56%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~140 42%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~140 21%
Mac Studio · M5 Max 36GB Q8_0 ~140 75%
Mac Studio · M5 Max 64GB Q8_0 ~140 42%
Mac Studio · M5 Max 128GB Q8_0 ~140 21%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~124 75%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~124 56%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~124 42%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~124 21%
Mac Studio · M4 Max 36GB Q8_0 ~124 75%
Mac Studio · M4 Max 64GB Q8_0 ~124 42%
Mac Studio · M4 Max 128GB Q8_0 ~124 21%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~93 56%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~93 42%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~93 56%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~93 42%
Mac Mini · M6 Pro 48GB Q8_0 ~93 56%
Mac Mini · M6 Pro 64GB Q8_0 ~93 42%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~91 85%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~91 42%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~91 85%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~91 42%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~91 28%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~91 75%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~91 56%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~91 42%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~91 28%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~91 21%
Mac Studio · M1 Max 32GB Q8_0 ~91 85%
Mac Studio · M1 Max 64GB Q8_0 ~91 42%
Mac Studio · M2 Max 32GB Q8_0 ~91 85%
Mac Studio · M2 Max 64GB Q8_0 ~91 42%
Mac Studio · M2 Max 96GB Q8_0 ~91 28%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~70 56%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~70 42%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~70 56%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~62 56%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~62 56%
Mac Mini · M4 Pro 48GB Q8_0 ~62 56%
MacBook Air · M6 32GB Q8_0 ~46 85%
MacBook Pro 14" · M6 32GB Q8_0 ~46 85%
Mac Mini · M6 32GB Q8_0 ~46 85%
iMac · M6 32GB Q8_0 ~46 85%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~46 85%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~46 85%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~46 85%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~46 85%
Mac Mini · M2 Pro 32GB Q8_0 ~46 85%
MacBook Air · M5 32GB Q8_0 ~35 85%
MacBook Pro 14" · M5 32GB Q8_0 ~35 85%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~34 75%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~34 75%
MacBook Air · M4 32GB Q8_0 ~27 85%
Mac Mini · M4 32GB Q8_0 ~27 85%
iMac · M4 32GB Q8_0 ~27 85%
MacBook Pro 14" · M6 Pro 24GB Q5_K_M ~144 76%
MacBook Pro 16" · M6 Pro 24GB Q5_K_M ~144 76%
Mac Mini · M6 Pro 24GB Q5_K_M ~144 76%
MacBook Pro 14" · M5 Pro 24GB Q5_K_M ~108 76%
MacBook Pro 16" · M5 Pro 24GB Q5_K_M ~108 76%
MacBook Air · M6 16GB Q3_K_M ~102 84%
MacBook Pro 14" · M6 16GB Q3_K_M ~102 84%
Mac Mini · M6 16GB Q3_K_M ~102 84%
iMac · M6 16GB Q3_K_M ~102 84%
MacBook Pro 14" · M1 Pro 16GB Q3_K_M ~100 84%
MacBook Pro 14" · M2 Pro 16GB Q3_K_M ~100 84%
MacBook Pro 16" · M1 Pro 16GB Q3_K_M ~100 84%
MacBook Pro 16" · M2 Pro 16GB Q3_K_M ~100 84%
Mac Mini · M2 Pro 16GB Q3_K_M ~100 84%
MacBook Pro 14" · M4 Pro 24GB Q5_K_M ~96 76%
MacBook Pro 16" · M4 Pro 24GB Q5_K_M ~96 76%
Mac Mini · M4 Pro 24GB Q5_K_M ~96 76%
MacBook Air · M5 16GB Q3_K_M ~77 84%
MacBook Pro 14" · M5 16GB Q3_K_M ~77 84%
MacBook Pro 14" · M3 Pro 18GB Q3_K_M ~75 75%
MacBook Pro 16" · M3 Pro 18GB Q3_K_M ~75 75%
MacBook Air · M6 24GB Q5_K_M ~72 76%
MacBook Pro 14" · M6 24GB Q5_K_M ~72 76%
Mac Mini · M6 24GB Q5_K_M ~72 76%
iMac · M6 24GB Q5_K_M ~72 76%
MacBook Air · M4 16GB Q3_K_M ~60 84%
Mac Mini · M4 16GB Q3_K_M ~60 84%
iMac · M4 16GB Q3_K_M ~60 84%
MacBook Air · M5 24GB Q5_K_M ~54 76%
MacBook Pro 14" · M5 24GB Q5_K_M ~54 76%
MacBook Air · M2 16GB Q3_K_M ~50 84%
MacBook Air · M3 16GB Q3_K_M ~50 84%
Mac Mini · M2 16GB Q3_K_M ~50 84%
iMac · M3 16GB Q3_K_M ~50 84%
MacBook Air · M4 24GB Q5_K_M ~42 76%
Mac Mini · M4 24GB Q5_K_M ~42 76%
iMac · M4 24GB Q5_K_M ~42 76%
MacBook Air · M2 24GB Q5_K_M ~35 76%
MacBook Air · M3 24GB Q5_K_M ~35 76%
Mac Mini · M2 24GB Q5_K_M ~35 76%
iMac · M3 24GB Q5_K_M ~35 76%
MacBook Air · M1 16GB Q3_K_M ~34 84%
Mac Mini · M1 16GB Q3_K_M ~34 84%
iMac · M1 16GB Q3_K_M ~34 84%
MacBook Air · M2 8GB — — 136%
MacBook Air · M3 8GB — — 136%
Mac Mini · M2 8GB — — 136%
iMac · M3 8GB — — 136%
MacBook Air · M1 8GB — — 136%
Mac Mini · M1 8GB — — 136%
iMac · M1 8GB — — 136%

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