← Back to all models

PowerMoE 3b

General model by ibm-research · 3.37B parameters

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

Runs Excellently

PowerMoE 3b fits comfortably in your 24 GB Mac using Q8_0 quantization, using 18% of your RAM.

~199 tok/s

Q8_0 · 4.3 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 4.3 GB~199 tok/s✓
Q6_K 3.4 GB~261 tok/s✓
Q5_K_M 3.0 GB~307 tok/s✓
Q4_K_M 2.7 GB~359 tok/s✓
Q3_K_M 2.3 GB~434 tok/s✓
Q2_K 2.0 GB~564 tok/s✓

Specifications

Parameters3.4B
Architecturegranitemoe
Context Length4K
CategoryGeneral
Mixture of Experts 40 experts, 8 active
Formatgguf
Minimum RAM1.9 GB
HuggingFace Downloads654,591

GGUF Sources

mradermacher
View on HuggingFace →

Which Mac Can Run PowerMoE 3b?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~65 tok/s · 53% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~1,192 2%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~1,192 2%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~1,192 1%
Mac Studio · M6 Ultra 192GB Q8_0 ~1,192 2%
Mac Studio · M6 Ultra 256GB Q8_0 ~1,192 2%
Mac Studio · M6 Ultra 384GB Q8_0 ~1,192 1%
Mac Studio · M5 Ultra 128GB Q8_0 ~794 3%
Mac Studio · M5 Ultra 192GB Q8_0 ~794 2%
Mac Studio · M5 Ultra 256GB Q8_0 ~794 2%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~596 9%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~596 7%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~596 3%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~596 2%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~596 9%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~596 7%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~596 3%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~596 2%
Mac Studio · M6 Max 48GB Q8_0 ~596 9%
Mac Studio · M6 Max 64GB Q8_0 ~596 7%
Mac Studio · M6 Max 128GB Q8_0 ~596 3%
Mac Studio · M6 Max 192GB Q8_0 ~596 2%
Mac Studio · M1 Ultra 64GB Q8_0 ~517 7%
Mac Studio · M1 Ultra 128GB Q8_0 ~517 3%
Mac Studio · M2 Ultra 64GB Q8_0 ~517 7%
Mac Studio · M2 Ultra 96GB Q8_0 ~517 4%
Mac Studio · M2 Ultra 128GB Q8_0 ~517 3%
Mac Studio · M2 Ultra 192GB Q8_0 ~517 2%
Mac Studio · M3 Ultra 96GB Q8_0 ~517 4%
Mac Studio · M3 Ultra 192GB Q8_0 ~517 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~397 12%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~397 9%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~397 7%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~397 3%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~397 12%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~397 9%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~397 7%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~397 3%
Mac Studio · M5 Max 36GB Q8_0 ~397 12%
Mac Studio · M5 Max 64GB Q8_0 ~397 7%
Mac Studio · M5 Max 128GB Q8_0 ~397 3%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~353 12%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~353 9%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~353 7%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~353 3%
Mac Studio · M4 Max 36GB Q8_0 ~353 12%
Mac Studio · M4 Max 64GB Q8_0 ~353 7%
Mac Studio · M4 Max 128GB Q8_0 ~353 3%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~265 18%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~265 9%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~265 7%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~265 18%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~265 9%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~265 7%
Mac Mini · M6 Pro 24GB Q8_0 ~265 18%
Mac Mini · M6 Pro 48GB Q8_0 ~265 9%
Mac Mini · M6 Pro 64GB Q8_0 ~265 7%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~259 13%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~259 7%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~259 13%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~259 7%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~259 4%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~259 12%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~259 9%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~259 7%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~259 4%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~259 3%
Mac Studio · M1 Max 32GB Q8_0 ~259 13%
Mac Studio · M1 Max 64GB Q8_0 ~259 7%
Mac Studio · M2 Max 32GB Q8_0 ~259 13%
Mac Studio · M2 Max 64GB Q8_0 ~259 7%
Mac Studio · M2 Max 96GB Q8_0 ~259 4%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~199 18%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~199 9%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~199 7%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~199 18%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~199 9%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~177 18%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~177 9%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~177 18%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~177 9%
Mac Mini · M4 Pro 24GB Q8_0 ~177 18%
Mac Mini · M4 Pro 48GB Q8_0 ~177 9%
MacBook Air · M6 16GB Q8_0 ~132 27%
MacBook Air · M6 24GB Q8_0 ~132 18%
MacBook Air · M6 32GB Q8_0 ~132 13%
MacBook Pro 14" · M6 16GB Q8_0 ~132 27%
MacBook Pro 14" · M6 24GB Q8_0 ~132 18%
MacBook Pro 14" · M6 32GB Q8_0 ~132 13%
Mac Mini · M6 16GB Q8_0 ~132 27%
Mac Mini · M6 24GB Q8_0 ~132 18%
Mac Mini · M6 32GB Q8_0 ~132 13%
iMac · M6 16GB Q8_0 ~132 27%
iMac · M6 24GB Q8_0 ~132 18%
iMac · M6 32GB Q8_0 ~132 13%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~129 27%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~129 13%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~129 27%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~129 13%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~129 27%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~129 13%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~129 27%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~129 13%
Mac Mini · M2 Pro 16GB Q8_0 ~129 27%
Mac Mini · M2 Pro 32GB Q8_0 ~129 13%
MacBook Air · M5 16GB Q8_0 ~99 27%
MacBook Air · M5 24GB Q8_0 ~99 18%
MacBook Air · M5 32GB Q8_0 ~99 13%
MacBook Pro 14" · M5 16GB Q8_0 ~99 27%
MacBook Pro 14" · M5 24GB Q8_0 ~99 18%
MacBook Pro 14" · M5 32GB Q8_0 ~99 13%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~97 24%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~97 12%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~97 24%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~97 12%
MacBook Air · M4 16GB Q8_0 ~78 27%
MacBook Air · M4 24GB Q8_0 ~78 18%
MacBook Air · M4 32GB Q8_0 ~78 13%
Mac Mini · M4 16GB Q8_0 ~78 27%
Mac Mini · M4 24GB Q8_0 ~78 18%
Mac Mini · M4 32GB Q8_0 ~78 13%
iMac · M4 16GB Q8_0 ~78 27%
iMac · M4 24GB Q8_0 ~78 18%
iMac · M4 32GB Q8_0 ~78 13%
MacBook Air · M2 8GB Q8_0 ~65 53%
MacBook Air · M2 16GB Q8_0 ~65 27%
MacBook Air · M2 24GB Q8_0 ~65 18%
MacBook Air · M3 8GB Q8_0 ~65 53%
MacBook Air · M3 16GB Q8_0 ~65 27%
MacBook Air · M3 24GB Q8_0 ~65 18%
Mac Mini · M2 8GB Q8_0 ~65 53%
Mac Mini · M2 16GB Q8_0 ~65 27%
Mac Mini · M2 24GB Q8_0 ~65 18%
iMac · M3 8GB Q8_0 ~65 53%
iMac · M3 16GB Q8_0 ~65 27%
iMac · M3 24GB Q8_0 ~65 18%
MacBook Air · M1 8GB Q8_0 ~44 53%
MacBook Air · M1 16GB Q8_0 ~44 27%
Mac Mini · M1 8GB Q8_0 ~44 53%
Mac Mini · M1 16GB Q8_0 ~44 27%
iMac · M1 8GB Q8_0 ~44 53%
iMac · M1 16GB Q8_0 ~44 27%

Run PowerMoE 3b locally on your Mac

ToolPiper downloads, manages, and runs models with one click. Apple Silicon optimized.

Get ToolPiper — Free