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LFM2 1.2B ONNX

General model by lemonelabs · 1.21B 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, Mac mini M5 Pro

Runs Excellently

LFM2 1.2B ONNX fits comfortably in your 24 GB Mac using Q8_0 quantization, using 8% of your RAM.

~133tok/s
Q8_01.8 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters1.2B
Architecturelfm2
Context Length128K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
Licenselfm1.0
HuggingFace Downloads18,819
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 1.8 GB~133 tok/s✓
Q6_K 1.5 GB~174 tok/s✓
Q5_K_M 1.4 GB~205 tok/s✓
Q4_K_M 1.3 GB~241 tok/s✓
Q3_K_M 1.2 GB~291 tok/s✓
Q2_K 1.0 GB~377 tok/s✓

Which Mac Can Run LFM2 1.2B ONNX?

Affiliate disclosure: the shop icons in this table are Amazon affiliate links. As an Amazon Associate, ModelPiper earns from qualifying purchases. Every fit rating, quantization and tok/s figure below is computed from the hardware specs and is not influenced by that.

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~43 tok/s · 23% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~532 2%
Mac Studio · M5 Ultra 256GB Q8_0 ~532 1%
Mac Studio · M5 Ultra 512GB Q8_0 ~532 0%
Mac Studio · M3 Ultra 96GB Q8_0 ~355 2%
Mac Studio · M3 Ultra 256GB Q8_0 ~355 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~355 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~346 3%
Mac Studio · M1 Ultra 128GB Q8_0 ~346 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~346 3%
Mac Studio · M2 Ultra 128GB Q8_0 ~346 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~346 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~266 5%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~266 4%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~266 3%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~266 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~266 5%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~266 4%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~266 3%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~266 1%
Mac Studio · M5 Max 36GB Q8_0 ~266 5%
Mac Studio · M5 Max 48GB Q8_0 ~266 4%
Mac Studio · M5 Max 64GB Q8_0 ~266 3%
Mac Studio · M5 Max 128GB Q8_0 ~266 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~236 5%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~236 4%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~236 3%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~236 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~236 5%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~236 4%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~236 3%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~236 1%
Mac Studio · M4 Max 36GB Q8_0 ~236 5%
Mac Studio · M4 Max 48GB Q8_0 ~236 4%
Mac Studio · M4 Max 64GB Q8_0 ~236 3%
Mac Studio · M4 Max 128GB Q8_0 ~236 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~173 6%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~173 3%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~173 6%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~173 3%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~173 2%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~173 5%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~173 4%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~173 3%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~173 2%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~173 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~173 6%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~173 3%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~173 6%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~173 3%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~173 2%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~173 5%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~173 4%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~173 3%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~173 2%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~173 1%
Mac Studio · M1 Max 32GB Q8_0 ~173 6%
Mac Studio · M1 Max 64GB Q8_0 ~173 3%
Mac Studio · M2 Max 32GB Q8_0 ~173 6%
Mac Studio · M2 Max 64GB Q8_0 ~173 3%
Mac Studio · M2 Max 96GB Q8_0 ~173 2%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~133 8%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~133 4%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~133 3%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~133 8%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~133 4%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~133 3%
Mac mini · M5 Pro 24GB Q8_0 ~133 8%
Mac mini · M5 Pro 48GB Q8_0 ~133 4%
Mac mini · M5 Pro 64GB Q8_0 ~133 3%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~118 8%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~118 4%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~118 8%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~118 4%
Mac mini · M4 Pro 24GB Q8_0 ~118 8%
Mac mini · M4 Pro 48GB Q8_0 ~118 4%
Mac mini · M4 Pro 64GB Q8_0 ~118 3%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~87 12%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~87 6%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~87 12%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~87 6%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~87 12%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~87 6%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~87 12%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~87 6%
Mac mini · M2 Pro 16GB Q8_0 ~87 12%
Mac mini · M2 Pro 32GB Q8_0 ~87 6%
Mac mini · M6 16GB Q8_0 ~74 12%
Mac mini · M6 24GB Q8_0 ~74 8%
Mac mini · M6 32GB Q8_0 ~74 6%
MacBook Air · M5 16GB Q8_0 ~66 12%
MacBook Air · M5 24GB Q8_0 ~66 8%
MacBook Air · M5 32GB Q8_0 ~66 6%
MacBook Pro 14" · M5 16GB Q8_0 ~66 12%
MacBook Pro 14" · M5 24GB Q8_0 ~66 8%
MacBook Pro 14" · M5 32GB Q8_0 ~66 6%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~65 10%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~65 5%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~65 10%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~65 5%
MacBook Air · M4 16GB Q8_0 ~52 12%
MacBook Air · M4 24GB Q8_0 ~52 8%
MacBook Air · M4 32GB Q8_0 ~52 6%
MacBook Pro 14" · M4 16GB Q8_0 ~52 12%
MacBook Pro 14" · M4 24GB Q8_0 ~52 8%
MacBook Pro 14" · M4 32GB Q8_0 ~52 6%
Mac mini · M4 16GB Q8_0 ~52 12%
Mac mini · M4 24GB Q8_0 ~52 8%
Mac mini · M4 32GB Q8_0 ~52 6%
iMac · M4 16GB Q8_0 ~52 12%
iMac · M4 24GB Q8_0 ~52 8%
iMac · M4 32GB Q8_0 ~52 6%
MacBook Air · M2 8GB Q8_0 ~43 23%
MacBook Air · M2 16GB Q8_0 ~43 12%
MacBook Air · M2 24GB Q8_0 ~43 8%
MacBook Air · M3 8GB Q8_0 ~43 23%
MacBook Air · M3 16GB Q8_0 ~43 12%
MacBook Air · M3 24GB Q8_0 ~43 8%
MacBook Pro 14" · M3 8GB Q8_0 ~43 23%
MacBook Pro 14" · M3 16GB Q8_0 ~43 12%
MacBook Pro 14" · M3 24GB Q8_0 ~43 8%
Mac mini · M2 8GB Q8_0 ~43 23%
Mac mini · M2 16GB Q8_0 ~43 12%
Mac mini · M2 24GB Q8_0 ~43 8%
iMac · M3 8GB Q8_0 ~43 23%
iMac · M3 16GB Q8_0 ~43 12%
iMac · M3 24GB Q8_0 ~43 8%
MacBook Air · M1 8GB Q8_0 ~30 23%
MacBook Air · M1 16GB Q8_0 ~30 12%
Mac mini · M1 8GB Q8_0 ~30 23%
Mac mini · M1 16GB Q8_0 ~30 12%
iMac · M1 8GB Q8_0 ~30 23%
iMac · M1 16GB Q8_0 ~30 12%

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