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LFM2.5 8B A1B

General model by Liquid AI · 8.47B 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

LFM2.5 8B A1B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 41% of your RAM.

tok/s

Q8_0 · 9.9 GB · Benchmark needed

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 9.9 GB~113 tok/s
Q6_K 7.8 GB~148 tok/s
Q5_K_M 6.8 GB~174 tok/s
Q4_K_M 6.0 GB~204 tok/s
Q3_K_M 5.1 GB~246 tok/s
Q2_K 4.2 GB~319 tok/s

Specifications

Parameters8.5B
Architecturelfm2_moe
Context Length128K
CategoryGeneral
Mixture of Experts 32 experts, 4 active
Formatgguf
Minimum RAM4.7 GB
Licenselfm1.0
HuggingFace Downloads199,056

Which Mac Can Run LFM2.5 8B A1B?

Minimum Mac

MacBook Pro 14" — M1 Pro 16GB

Q8_0 · benchmark needed · 62% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 10%
Mac Studio · M3 Ultra 256GB Q8_0 4%
Mac Studio · M3 Ultra 512GB Q8_0 2%
Mac Studio · M1 Ultra 64GB Q8_0 16%
Mac Studio · M1 Ultra 128GB Q8_0 8%
Mac Studio · M2 Ultra 64GB Q8_0 16%
Mac Studio · M2 Ultra 128GB Q8_0 8%
Mac Studio · M2 Ultra 192GB Q8_0 5%
MacBook Pro 14" · M5 Max 36GB Q8_0 28%
MacBook Pro 14" · M5 Max 48GB Q8_0 21%
MacBook Pro 14" · M5 Max 64GB Q8_0 16%
MacBook Pro 14" · M5 Max 128GB Q8_0 8%
MacBook Pro 16" · M5 Max 36GB Q8_0 28%
MacBook Pro 16" · M5 Max 48GB Q8_0 21%
MacBook Pro 16" · M5 Max 64GB Q8_0 16%
MacBook Pro 16" · M5 Max 128GB Q8_0 8%
MacBook Pro 14" · M4 Max 36GB Q8_0 28%
MacBook Pro 14" · M4 Max 48GB Q8_0 21%
MacBook Pro 14" · M4 Max 64GB Q8_0 16%
MacBook Pro 14" · M4 Max 128GB Q8_0 8%
MacBook Pro 16" · M4 Max 36GB Q8_0 28%
MacBook Pro 16" · M4 Max 48GB Q8_0 21%
MacBook Pro 16" · M4 Max 64GB Q8_0 16%
MacBook Pro 16" · M4 Max 128GB Q8_0 8%
Mac Studio · M4 Max 36GB Q8_0 28%
Mac Studio · M4 Max 48GB Q8_0 21%
Mac Studio · M4 Max 64GB Q8_0 16%
Mac Studio · M4 Max 128GB Q8_0 8%
MacBook Pro 14" · M1 Max 32GB Q8_0 31%
MacBook Pro 14" · M1 Max 64GB Q8_0 16%
MacBook Pro 14" · M2 Max 32GB Q8_0 31%
MacBook Pro 14" · M2 Max 64GB Q8_0 16%
MacBook Pro 14" · M2 Max 96GB Q8_0 10%
MacBook Pro 14" · M3 Max 36GB Q8_0 28%
MacBook Pro 14" · M3 Max 48GB Q8_0 21%
MacBook Pro 14" · M3 Max 64GB Q8_0 16%
MacBook Pro 14" · M3 Max 96GB Q8_0 10%
MacBook Pro 14" · M3 Max 128GB Q8_0 8%
MacBook Pro 16" · M1 Max 32GB Q8_0 31%
MacBook Pro 16" · M1 Max 64GB Q8_0 16%
MacBook Pro 16" · M2 Max 32GB Q8_0 31%
MacBook Pro 16" · M2 Max 64GB Q8_0 16%
MacBook Pro 16" · M2 Max 96GB Q8_0 10%
MacBook Pro 16" · M3 Max 36GB Q8_0 28%
MacBook Pro 16" · M3 Max 48GB Q8_0 21%
MacBook Pro 16" · M3 Max 64GB Q8_0 16%
MacBook Pro 16" · M3 Max 96GB Q8_0 10%
MacBook Pro 16" · M3 Max 128GB Q8_0 8%
Mac Studio · M1 Max 32GB Q8_0 31%
Mac Studio · M1 Max 64GB Q8_0 16%
Mac Studio · M2 Max 32GB Q8_0 31%
Mac Studio · M2 Max 64GB Q8_0 16%
Mac Studio · M2 Max 96GB Q8_0 10%
MacBook Pro 14" · M5 Pro 24GB Q8_0 41%
MacBook Pro 14" · M5 Pro 48GB Q8_0 21%
MacBook Pro 14" · M5 Pro 64GB Q8_0 16%
MacBook Pro 16" · M5 Pro 24GB Q8_0 41%
MacBook Pro 16" · M5 Pro 48GB Q8_0 21%
MacBook Pro 16" · M5 Pro 64GB Q8_0 16%
MacBook Pro 14" · M4 Pro 24GB Q8_0 41%
MacBook Pro 14" · M4 Pro 48GB Q8_0 21%
MacBook Pro 16" · M4 Pro 24GB Q8_0 41%
MacBook Pro 16" · M4 Pro 48GB Q8_0 21%
Mac mini · M4 Pro 24GB Q8_0 41%
Mac mini · M4 Pro 48GB Q8_0 21%
Mac mini · M4 Pro 64GB Q8_0 16%
MacBook Pro 14" · M1 Pro 16GB Q8_0 62%
MacBook Pro 14" · M1 Pro 32GB Q8_0 31%
MacBook Pro 14" · M2 Pro 16GB Q8_0 62%
MacBook Pro 14" · M2 Pro 32GB Q8_0 31%
MacBook Pro 16" · M1 Pro 16GB Q8_0 62%
MacBook Pro 16" · M1 Pro 32GB Q8_0 31%
MacBook Pro 16" · M2 Pro 16GB Q8_0 62%
MacBook Pro 16" · M2 Pro 32GB Q8_0 31%
Mac mini · M2 Pro 16GB Q8_0 62%
Mac mini · M2 Pro 32GB Q8_0 31%
MacBook Air · M5 16GB Q8_0 62%
MacBook Air · M5 24GB Q8_0 41%
MacBook Air · M5 32GB Q8_0 31%
MacBook Pro 14" · M5 16GB Q8_0 62%
MacBook Pro 14" · M5 24GB Q8_0 41%
MacBook Pro 14" · M5 32GB Q8_0 31%
MacBook Pro 14" · M3 Pro 18GB Q8_0 55%
MacBook Pro 14" · M3 Pro 36GB Q8_0 28%
MacBook Pro 16" · M3 Pro 18GB Q8_0 55%
MacBook Pro 16" · M3 Pro 36GB Q8_0 28%
MacBook Air · M4 16GB Q8_0 62%
MacBook Air · M4 24GB Q8_0 41%
MacBook Air · M4 32GB Q8_0 31%
MacBook Pro 14" · M4 16GB Q8_0 62%
MacBook Pro 14" · M4 24GB Q8_0 41%
MacBook Pro 14" · M4 32GB Q8_0 31%
Mac mini · M4 16GB Q8_0 62%
Mac mini · M4 24GB Q8_0 41%
Mac mini · M4 32GB Q8_0 31%
iMac · M4 16GB Q8_0 62%
iMac · M4 24GB Q8_0 41%
iMac · M4 32GB Q8_0 31%
MacBook Air · M2 16GB Q8_0 62%
MacBook Air · M2 24GB Q8_0 41%
MacBook Air · M3 16GB Q8_0 62%
MacBook Air · M3 24GB Q8_0 41%
MacBook Pro 14" · M3 16GB Q8_0 62%
MacBook Pro 14" · M3 24GB Q8_0 41%
Mac mini · M2 16GB Q8_0 62%
Mac mini · M2 24GB Q8_0 41%
iMac · M3 16GB Q8_0 62%
iMac · M3 24GB Q8_0 41%
MacBook Air · M1 16GB Q8_0 62%
Mac mini · M1 16GB Q8_0 62%
iMac · M1 16GB Q8_0 62%
MacBook Air · M2 8GB Q4_K_M 75%
MacBook Air · M3 8GB Q4_K_M 75%
MacBook Pro 14" · M3 8GB Q4_K_M 75%
Mac mini · M2 8GB Q4_K_M 75%
iMac · M3 8GB Q4_K_M 75%
MacBook Air · M1 8GB Q4_K_M 75%
Mac mini · M1 8GB Q4_K_M 75%
iMac · M1 8GB Q4_K_M 75%

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