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Perception LM 1B

General model by facebook · 1.53B parameters

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

Runs Excellently

Perception LM 1B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 9% of your RAM.

~105 tok/s

Q8_0 · 2.2 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 2.2 GB~105 tok/s✓
Q6_K 1.8 GB~138 tok/s✓
Q5_K_M 1.6 GB~162 tok/s✓
Q4_K_M 1.5 GB~190 tok/s✓
Q3_K_M 1.3 GB~230 tok/s✓
Q2_K 1.2 GB~298 tok/s✓

Specifications

Parameters1.5B
Architectureperception_lm
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads5,784
View on HuggingFace →

Which Mac Can Run Perception LM 1B?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~34 tok/s · 28% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~631 1%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~631 1%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~631 1%
Mac Studio · M6 Ultra 192GB Q8_0 ~631 1%
Mac Studio · M6 Ultra 256GB Q8_0 ~631 1%
Mac Studio · M6 Ultra 384GB Q8_0 ~631 1%
Mac Studio · M5 Ultra 128GB Q8_0 ~420 2%
Mac Studio · M5 Ultra 192GB Q8_0 ~420 1%
Mac Studio · M5 Ultra 256GB Q8_0 ~420 1%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~315 5%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~315 3%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~315 2%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~315 1%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~315 5%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~315 3%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~315 2%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~315 1%
Mac Studio · M6 Max 48GB Q8_0 ~315 5%
Mac Studio · M6 Max 64GB Q8_0 ~315 3%
Mac Studio · M6 Max 128GB Q8_0 ~315 2%
Mac Studio · M6 Max 192GB Q8_0 ~315 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~274 3%
Mac Studio · M1 Ultra 128GB Q8_0 ~274 2%
Mac Studio · M2 Ultra 64GB Q8_0 ~274 3%
Mac Studio · M2 Ultra 96GB Q8_0 ~274 2%
Mac Studio · M2 Ultra 128GB Q8_0 ~274 2%
Mac Studio · M2 Ultra 192GB Q8_0 ~274 1%
Mac Studio · M3 Ultra 96GB Q8_0 ~274 2%
Mac Studio · M3 Ultra 192GB Q8_0 ~274 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~210 6%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~210 5%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~210 3%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~210 2%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~210 6%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~210 5%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~210 3%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~210 2%
Mac Studio · M5 Max 36GB Q8_0 ~210 6%
Mac Studio · M5 Max 64GB Q8_0 ~210 3%
Mac Studio · M5 Max 128GB Q8_0 ~210 2%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~187 6%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~187 5%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~187 3%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~187 2%
Mac Studio · M4 Max 36GB Q8_0 ~187 6%
Mac Studio · M4 Max 64GB Q8_0 ~187 3%
Mac Studio · M4 Max 128GB Q8_0 ~187 2%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~140 9%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~140 5%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~140 3%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~140 9%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~140 5%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~140 3%
Mac Mini · M6 Pro 24GB Q8_0 ~140 9%
Mac Mini · M6 Pro 48GB Q8_0 ~140 5%
Mac Mini · M6 Pro 64GB Q8_0 ~140 3%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~137 7%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~137 3%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~137 7%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~137 3%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~137 2%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~137 6%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~137 5%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~137 3%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~137 2%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~137 2%
Mac Studio · M1 Max 32GB Q8_0 ~137 7%
Mac Studio · M1 Max 64GB Q8_0 ~137 3%
Mac Studio · M2 Max 32GB Q8_0 ~137 7%
Mac Studio · M2 Max 64GB Q8_0 ~137 3%
Mac Studio · M2 Max 96GB Q8_0 ~137 2%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~105 9%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~105 5%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~105 3%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~105 9%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~105 5%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~93 9%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~93 5%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~93 9%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~93 5%
Mac Mini · M4 Pro 24GB Q8_0 ~93 9%
Mac Mini · M4 Pro 48GB Q8_0 ~93 5%
MacBook Air · M6 16GB Q8_0 ~70 14%
MacBook Air · M6 24GB Q8_0 ~70 9%
MacBook Air · M6 32GB Q8_0 ~70 7%
MacBook Pro 14" · M6 16GB Q8_0 ~70 14%
MacBook Pro 14" · M6 24GB Q8_0 ~70 9%
MacBook Pro 14" · M6 32GB Q8_0 ~70 7%
Mac Mini · M6 16GB Q8_0 ~70 14%
Mac Mini · M6 24GB Q8_0 ~70 9%
Mac Mini · M6 32GB Q8_0 ~70 7%
iMac · M6 16GB Q8_0 ~70 14%
iMac · M6 24GB Q8_0 ~70 9%
iMac · M6 32GB Q8_0 ~70 7%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~68 14%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~68 7%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~68 14%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~68 7%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~68 14%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~68 7%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~68 14%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~68 7%
Mac Mini · M2 Pro 16GB Q8_0 ~68 14%
Mac Mini · M2 Pro 32GB Q8_0 ~68 7%
MacBook Air · M5 16GB Q8_0 ~53 14%
MacBook Air · M5 24GB Q8_0 ~53 9%
MacBook Air · M5 32GB Q8_0 ~53 7%
MacBook Pro 14" · M5 16GB Q8_0 ~53 14%
MacBook Pro 14" · M5 24GB Q8_0 ~53 9%
MacBook Pro 14" · M5 32GB Q8_0 ~53 7%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~51 12%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~51 6%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~51 12%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~51 6%
MacBook Air · M4 16GB Q8_0 ~41 14%
MacBook Air · M4 24GB Q8_0 ~41 9%
MacBook Air · M4 32GB Q8_0 ~41 7%
Mac Mini · M4 16GB Q8_0 ~41 14%
Mac Mini · M4 24GB Q8_0 ~41 9%
Mac Mini · M4 32GB Q8_0 ~41 7%
iMac · M4 16GB Q8_0 ~41 14%
iMac · M4 24GB Q8_0 ~41 9%
iMac · M4 32GB Q8_0 ~41 7%
MacBook Air · M2 8GB Q8_0 ~34 28%
MacBook Air · M2 16GB Q8_0 ~34 14%
MacBook Air · M2 24GB Q8_0 ~34 9%
MacBook Air · M3 8GB Q8_0 ~34 28%
MacBook Air · M3 16GB Q8_0 ~34 14%
MacBook Air · M3 24GB Q8_0 ~34 9%
Mac Mini · M2 8GB Q8_0 ~34 28%
Mac Mini · M2 16GB Q8_0 ~34 14%
Mac Mini · M2 24GB Q8_0 ~34 9%
iMac · M3 8GB Q8_0 ~34 28%
iMac · M3 16GB Q8_0 ~34 14%
iMac · M3 24GB Q8_0 ~34 9%
MacBook Air · M1 8GB Q8_0 ~23 28%
MacBook Air · M1 16GB Q8_0 ~23 14%
Mac Mini · M1 8GB Q8_0 ~23 28%
Mac Mini · M1 16GB Q8_0 ~23 14%
iMac · M1 8GB Q8_0 ~23 28%
iMac · M1 16GB Q8_0 ~23 14%

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