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LFM2 Audio 1.5B

General model by Liquid AI · 1.47B parameters · Released 2025-08-28

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

Runs Excellently

LFM2 Audio 1.5B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 9% of your RAM.

~109 tok/s

Q8_0 · 2.1 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 2.1 GB~109 tok/s✓
Q6_K 1.8 GB~144 tok/s✓
Q5_K_M 1.6 GB~169 tok/s✓
Q4_K_M 1.4 GB~198 tok/s✓
Q3_K_M 1.3 GB~239 tok/s✓
Q2_K 1.1 GB~310 tok/s✓

Specifications

Parameters1.5B
Architectureunknown
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads300

GGUF Sources

ggml-org
View on HuggingFace →

Which Mac Can Run LFM2 Audio 1.5B?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~36 tok/s · 27% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~657 1%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~657 1%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~657 1%
Mac Studio · M6 Ultra 192GB Q8_0 ~657 1%
Mac Studio · M6 Ultra 256GB Q8_0 ~657 1%
Mac Studio · M6 Ultra 384GB Q8_0 ~657 1%
Mac Studio · M5 Ultra 128GB Q8_0 ~438 2%
Mac Studio · M5 Ultra 192GB Q8_0 ~438 1%
Mac Studio · M5 Ultra 256GB Q8_0 ~438 1%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~328 4%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~328 3%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~328 2%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~328 1%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~328 4%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~328 3%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~328 2%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~328 1%
Mac Studio · M6 Max 48GB Q8_0 ~328 4%
Mac Studio · M6 Max 64GB Q8_0 ~328 3%
Mac Studio · M6 Max 128GB Q8_0 ~328 2%
Mac Studio · M6 Max 192GB Q8_0 ~328 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~285 3%
Mac Studio · M1 Ultra 128GB Q8_0 ~285 2%
Mac Studio · M2 Ultra 64GB Q8_0 ~285 3%
Mac Studio · M2 Ultra 96GB Q8_0 ~285 2%
Mac Studio · M2 Ultra 128GB Q8_0 ~285 2%
Mac Studio · M2 Ultra 192GB Q8_0 ~285 1%
Mac Studio · M3 Ultra 96GB Q8_0 ~285 2%
Mac Studio · M3 Ultra 192GB Q8_0 ~285 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~219 6%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~219 4%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~219 3%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~219 2%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~219 6%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~219 4%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~219 3%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~219 2%
Mac Studio · M5 Max 36GB Q8_0 ~219 6%
Mac Studio · M5 Max 64GB Q8_0 ~219 3%
Mac Studio · M5 Max 128GB Q8_0 ~219 2%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~195 6%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~195 4%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~195 3%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~195 2%
Mac Studio · M4 Max 36GB Q8_0 ~195 6%
Mac Studio · M4 Max 64GB Q8_0 ~195 3%
Mac Studio · M4 Max 128GB Q8_0 ~195 2%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~146 9%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~146 4%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~146 3%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~146 9%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~146 4%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~146 3%
Mac Mini · M6 Pro 24GB Q8_0 ~146 9%
Mac Mini · M6 Pro 48GB Q8_0 ~146 4%
Mac Mini · M6 Pro 64GB Q8_0 ~146 3%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~143 7%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~143 3%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~143 7%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~143 3%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~143 2%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~143 6%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~143 4%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~143 3%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~143 2%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~143 2%
Mac Studio · M1 Max 32GB Q8_0 ~143 7%
Mac Studio · M1 Max 64GB Q8_0 ~143 3%
Mac Studio · M2 Max 32GB Q8_0 ~143 7%
Mac Studio · M2 Max 64GB Q8_0 ~143 3%
Mac Studio · M2 Max 96GB Q8_0 ~143 2%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~109 9%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~109 4%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~109 3%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~109 9%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~109 4%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~97 9%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~97 4%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~97 9%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~97 4%
Mac Mini · M4 Pro 24GB Q8_0 ~97 9%
Mac Mini · M4 Pro 48GB Q8_0 ~97 4%
MacBook Air · M6 16GB Q8_0 ~73 13%
MacBook Air · M6 24GB Q8_0 ~73 9%
MacBook Air · M6 32GB Q8_0 ~73 7%
MacBook Pro 14" · M6 16GB Q8_0 ~73 13%
MacBook Pro 14" · M6 24GB Q8_0 ~73 9%
MacBook Pro 14" · M6 32GB Q8_0 ~73 7%
Mac Mini · M6 16GB Q8_0 ~73 13%
Mac Mini · M6 24GB Q8_0 ~73 9%
Mac Mini · M6 32GB Q8_0 ~73 7%
iMac · M6 16GB Q8_0 ~73 13%
iMac · M6 24GB Q8_0 ~73 9%
iMac · M6 32GB Q8_0 ~73 7%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~71 13%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~71 7%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~71 13%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~71 7%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~71 13%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~71 7%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~71 13%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~71 7%
Mac Mini · M2 Pro 16GB Q8_0 ~71 13%
Mac Mini · M2 Pro 32GB Q8_0 ~71 7%
MacBook Air · M5 16GB Q8_0 ~55 13%
MacBook Air · M5 24GB Q8_0 ~55 9%
MacBook Air · M5 32GB Q8_0 ~55 7%
MacBook Pro 14" · M5 16GB Q8_0 ~55 13%
MacBook Pro 14" · M5 24GB Q8_0 ~55 9%
MacBook Pro 14" · M5 32GB Q8_0 ~55 7%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~53 12%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~53 6%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~53 12%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~53 6%
MacBook Air · M4 16GB Q8_0 ~43 13%
MacBook Air · M4 24GB Q8_0 ~43 9%
MacBook Air · M4 32GB Q8_0 ~43 7%
Mac Mini · M4 16GB Q8_0 ~43 13%
Mac Mini · M4 24GB Q8_0 ~43 9%
Mac Mini · M4 32GB Q8_0 ~43 7%
iMac · M4 16GB Q8_0 ~43 13%
iMac · M4 24GB Q8_0 ~43 9%
iMac · M4 32GB Q8_0 ~43 7%
MacBook Air · M2 8GB Q8_0 ~36 27%
MacBook Air · M2 16GB Q8_0 ~36 13%
MacBook Air · M2 24GB Q8_0 ~36 9%
MacBook Air · M3 8GB Q8_0 ~36 27%
MacBook Air · M3 16GB Q8_0 ~36 13%
MacBook Air · M3 24GB Q8_0 ~36 9%
Mac Mini · M2 8GB Q8_0 ~36 27%
Mac Mini · M2 16GB Q8_0 ~36 13%
Mac Mini · M2 24GB Q8_0 ~36 9%
iMac · M3 8GB Q8_0 ~36 27%
iMac · M3 16GB Q8_0 ~36 13%
iMac · M3 24GB Q8_0 ~36 9%
MacBook Air · M1 8GB Q8_0 ~24 27%
MacBook Air · M1 16GB Q8_0 ~24 13%
Mac Mini · M1 8GB Q8_0 ~24 27%
Mac Mini · M1 16GB Q8_0 ~24 13%
iMac · M1 8GB Q8_0 ~24 27%
iMac · M1 16GB Q8_0 ~24 13%

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