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Perception LM 3B

General model by facebook · 3.52B 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

Perception LM 3B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 18% of your RAM.

~46tok/s
Q8_04.4 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters3.5B
Architectureperception_lm
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM2 GB
HuggingFace Downloads7,230
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 4.4 GB~46 tok/s✓
Q6_K 3.5 GB~60 tok/s✓
Q5_K_M 3.1 GB~71 tok/s✓
Q4_K_M 2.8 GB~83 tok/s✓
Q3_K_M 2.4 GB~100 tok/s✓
Q2_K 2.0 GB~130 tok/s✓

Which Mac Can Run Perception LM 3B?

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 · ~15 tok/s · 55% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~183 5%
Mac Studio · M5 Ultra 256GB Q8_0 ~183 2%
Mac Studio · M5 Ultra 512GB Q8_0 ~183 1%
Mac Studio · M3 Ultra 96GB Q8_0 ~122 5%
Mac Studio · M3 Ultra 256GB Q8_0 ~122 2%
Mac Studio · M3 Ultra 512GB Q8_0 ~122 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~119 7%
Mac Studio · M1 Ultra 128GB Q8_0 ~119 3%
Mac Studio · M2 Ultra 64GB Q8_0 ~119 7%
Mac Studio · M2 Ultra 128GB Q8_0 ~119 3%
Mac Studio · M2 Ultra 192GB Q8_0 ~119 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~91 12%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~91 9%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~91 7%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~91 3%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~91 12%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~91 9%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~91 7%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~91 3%
Mac Studio · M5 Max 36GB Q8_0 ~91 12%
Mac Studio · M5 Max 48GB Q8_0 ~91 9%
Mac Studio · M5 Max 64GB Q8_0 ~91 7%
Mac Studio · M5 Max 128GB Q8_0 ~91 3%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~81 12%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~81 9%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~81 7%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~81 3%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~81 12%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~81 9%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~81 7%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~81 3%
Mac Studio · M4 Max 36GB Q8_0 ~81 12%
Mac Studio · M4 Max 48GB Q8_0 ~81 9%
Mac Studio · M4 Max 64GB Q8_0 ~81 7%
Mac Studio · M4 Max 128GB Q8_0 ~81 3%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~60 14%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~60 7%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~60 14%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~60 7%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~60 5%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~60 12%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~60 9%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~60 7%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~60 5%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~60 3%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~60 14%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~60 7%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~60 14%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~60 7%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~60 5%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~60 12%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~60 9%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~60 7%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~60 5%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~60 3%
Mac Studio · M1 Max 32GB Q8_0 ~60 14%
Mac Studio · M1 Max 64GB Q8_0 ~60 7%
Mac Studio · M2 Max 32GB Q8_0 ~60 14%
Mac Studio · M2 Max 64GB Q8_0 ~60 7%
Mac Studio · M2 Max 96GB Q8_0 ~60 5%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~46 18%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~46 9%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~46 7%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~46 18%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~46 9%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~46 7%
Mac mini · M5 Pro 24GB Q8_0 ~46 18%
Mac mini · M5 Pro 48GB Q8_0 ~46 9%
Mac mini · M5 Pro 64GB Q8_0 ~46 7%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~41 18%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~41 9%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~41 18%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~41 9%
Mac mini · M4 Pro 24GB Q8_0 ~41 18%
Mac mini · M4 Pro 48GB Q8_0 ~41 9%
Mac mini · M4 Pro 64GB Q8_0 ~41 7%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~30 28%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~30 14%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~30 28%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~30 14%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~30 28%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~30 14%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~30 28%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~30 14%
Mac mini · M2 Pro 16GB Q8_0 ~30 28%
Mac mini · M2 Pro 32GB Q8_0 ~30 14%
Mac mini · M6 16GB Q8_0 ~25 28%
Mac mini · M6 24GB Q8_0 ~25 18%
Mac mini · M6 32GB Q8_0 ~25 14%
MacBook Air · M5 16GB Q8_0 ~23 28%
MacBook Air · M5 24GB Q8_0 ~23 18%
MacBook Air · M5 32GB Q8_0 ~23 14%
MacBook Pro 14" · M5 16GB Q8_0 ~23 28%
MacBook Pro 14" · M5 24GB Q8_0 ~23 18%
MacBook Pro 14" · M5 32GB Q8_0 ~23 14%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~22 25%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~22 12%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~22 25%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~22 12%
MacBook Air · M4 16GB Q8_0 ~18 28%
MacBook Air · M4 24GB Q8_0 ~18 18%
MacBook Air · M4 32GB Q8_0 ~18 14%
MacBook Pro 14" · M4 16GB Q8_0 ~18 28%
MacBook Pro 14" · M4 24GB Q8_0 ~18 18%
MacBook Pro 14" · M4 32GB Q8_0 ~18 14%
Mac mini · M4 16GB Q8_0 ~18 28%
Mac mini · M4 24GB Q8_0 ~18 18%
Mac mini · M4 32GB Q8_0 ~18 14%
iMac · M4 16GB Q8_0 ~18 28%
iMac · M4 24GB Q8_0 ~18 18%
iMac · M4 32GB Q8_0 ~18 14%
MacBook Air · M2 8GB Q8_0 ~15 55%
MacBook Air · M2 16GB Q8_0 ~15 28%
MacBook Air · M2 24GB Q8_0 ~15 18%
MacBook Air · M3 8GB Q8_0 ~15 55%
MacBook Air · M3 16GB Q8_0 ~15 28%
MacBook Air · M3 24GB Q8_0 ~15 18%
MacBook Pro 14" · M3 8GB Q8_0 ~15 55%
MacBook Pro 14" · M3 16GB Q8_0 ~15 28%
MacBook Pro 14" · M3 24GB Q8_0 ~15 18%
Mac mini · M2 8GB Q8_0 ~15 55%
Mac mini · M2 16GB Q8_0 ~15 28%
Mac mini · M2 24GB Q8_0 ~15 18%
iMac · M3 8GB Q8_0 ~15 55%
iMac · M3 16GB Q8_0 ~15 28%
iMac · M3 24GB Q8_0 ~15 18%
MacBook Air · M1 8GB Q8_0 ~10 55%
MacBook Air · M1 16GB Q8_0 ~10 28%
Mac mini · M1 8GB Q8_0 ~10 55%
Mac mini · M1 16GB Q8_0 ~10 28%
iMac · M1 8GB Q8_0 ~10 55%
iMac · M1 16GB Q8_0 ~10 28%

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