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Huihui MoE 0.8B 2E

General model by huihui-ai · 0.86B 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

Runs Excellently

Huihui MoE 0.8B 2E fits comfortably in your 24 GB Mac using Q8_0 quantization, using 6% of your RAM.

— tok/s

Q8_0 · 1.5 GB · Benchmark needed

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 1.5 GB~356 tok/s✓
Q6_K 1.2 GB~467 tok/s✓
Q5_K_M 1.1 GB~550 tok/s✓
Q4_K_M 1.1 GB~645 tok/s✓
Q3_K_M 1.0 GB~779 tok/s✓
Q2_K 0.9 GB~1,010 tok/s✓

Specifications

Parameters860M
Architectureqwen3_moe
Context Length41K
CategoryGeneral
Mixture of Experts 2 experts, 1 active
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads3,025

GGUF Sources

mradermacher
View on HuggingFace →

Which Mac Can Run Huihui MoE 0.8B 2E?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · benchmark needed · 18% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 — 2%
Mac Studio · M3 Ultra 256GB Q8_0 — 1%
Mac Studio · M3 Ultra 512GB Q8_0 — 0%
Mac Studio · M1 Ultra 64GB Q8_0 — 2%
Mac Studio · M1 Ultra 128GB Q8_0 — 1%
Mac Studio · M2 Ultra 64GB Q8_0 — 2%
Mac Studio · M2 Ultra 128GB Q8_0 — 1%
Mac Studio · M2 Ultra 192GB Q8_0 — 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 — 4%
MacBook Pro 14" · M5 Max 48GB Q8_0 — 3%
MacBook Pro 14" · M5 Max 64GB Q8_0 — 2%
MacBook Pro 14" · M5 Max 128GB Q8_0 — 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 — 4%
MacBook Pro 16" · M5 Max 48GB Q8_0 — 3%
MacBook Pro 16" · M5 Max 64GB Q8_0 — 2%
MacBook Pro 16" · M5 Max 128GB Q8_0 — 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 — 4%
MacBook Pro 14" · M4 Max 48GB Q8_0 — 3%
MacBook Pro 14" · M4 Max 64GB Q8_0 — 2%
MacBook Pro 14" · M4 Max 128GB Q8_0 — 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 — 4%
MacBook Pro 16" · M4 Max 48GB Q8_0 — 3%
MacBook Pro 16" · M4 Max 64GB Q8_0 — 2%
MacBook Pro 16" · M4 Max 128GB Q8_0 — 1%
Mac Studio · M4 Max 36GB Q8_0 — 4%
Mac Studio · M4 Max 48GB Q8_0 — 3%
Mac Studio · M4 Max 64GB Q8_0 — 2%
Mac Studio · M4 Max 128GB Q8_0 — 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 — 5%
MacBook Pro 14" · M1 Max 64GB Q8_0 — 2%
MacBook Pro 14" · M2 Max 32GB Q8_0 — 5%
MacBook Pro 14" · M2 Max 64GB Q8_0 — 2%
MacBook Pro 14" · M2 Max 96GB Q8_0 — 2%
MacBook Pro 14" · M3 Max 36GB Q8_0 — 4%
MacBook Pro 14" · M3 Max 48GB Q8_0 — 3%
MacBook Pro 14" · M3 Max 64GB Q8_0 — 2%
MacBook Pro 14" · M3 Max 96GB Q8_0 — 2%
MacBook Pro 14" · M3 Max 128GB Q8_0 — 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 — 5%
MacBook Pro 16" · M1 Max 64GB Q8_0 — 2%
MacBook Pro 16" · M2 Max 32GB Q8_0 — 5%
MacBook Pro 16" · M2 Max 64GB Q8_0 — 2%
MacBook Pro 16" · M2 Max 96GB Q8_0 — 2%
MacBook Pro 16" · M3 Max 36GB Q8_0 — 4%
MacBook Pro 16" · M3 Max 48GB Q8_0 — 3%
MacBook Pro 16" · M3 Max 64GB Q8_0 — 2%
MacBook Pro 16" · M3 Max 96GB Q8_0 — 2%
MacBook Pro 16" · M3 Max 128GB Q8_0 — 1%
Mac Studio · M1 Max 32GB Q8_0 — 5%
Mac Studio · M1 Max 64GB Q8_0 — 2%
Mac Studio · M2 Max 32GB Q8_0 — 5%
Mac Studio · M2 Max 64GB Q8_0 — 2%
Mac Studio · M2 Max 96GB Q8_0 — 2%
MacBook Pro 14" · M5 Pro 24GB Q8_0 — 6%
MacBook Pro 14" · M5 Pro 48GB Q8_0 — 3%
MacBook Pro 14" · M5 Pro 64GB Q8_0 — 2%
MacBook Pro 16" · M5 Pro 24GB Q8_0 — 6%
MacBook Pro 16" · M5 Pro 48GB Q8_0 — 3%
MacBook Pro 16" · M5 Pro 64GB Q8_0 — 2%
MacBook Pro 14" · M4 Pro 24GB Q8_0 — 6%
MacBook Pro 14" · M4 Pro 48GB Q8_0 — 3%
MacBook Pro 16" · M4 Pro 24GB Q8_0 — 6%
MacBook Pro 16" · M4 Pro 48GB Q8_0 — 3%
Mac mini · M4 Pro 24GB Q8_0 — 6%
Mac mini · M4 Pro 48GB Q8_0 — 3%
Mac mini · M4 Pro 64GB Q8_0 — 2%
MacBook Pro 14" · M1 Pro 16GB Q8_0 — 9%
MacBook Pro 14" · M1 Pro 32GB Q8_0 — 5%
MacBook Pro 14" · M2 Pro 16GB Q8_0 — 9%
MacBook Pro 14" · M2 Pro 32GB Q8_0 — 5%
MacBook Pro 16" · M1 Pro 16GB Q8_0 — 9%
MacBook Pro 16" · M1 Pro 32GB Q8_0 — 5%
MacBook Pro 16" · M2 Pro 16GB Q8_0 — 9%
MacBook Pro 16" · M2 Pro 32GB Q8_0 — 5%
Mac mini · M2 Pro 16GB Q8_0 — 9%
Mac mini · M2 Pro 32GB Q8_0 — 5%
MacBook Air · M5 16GB Q8_0 — 9%
MacBook Air · M5 24GB Q8_0 — 6%
MacBook Air · M5 32GB Q8_0 — 5%
MacBook Pro 14" · M5 16GB Q8_0 — 9%
MacBook Pro 14" · M5 24GB Q8_0 — 6%
MacBook Pro 14" · M5 32GB Q8_0 — 5%
MacBook Pro 14" · M3 Pro 18GB Q8_0 — 8%
MacBook Pro 14" · M3 Pro 36GB Q8_0 — 4%
MacBook Pro 16" · M3 Pro 18GB Q8_0 — 8%
MacBook Pro 16" · M3 Pro 36GB Q8_0 — 4%
MacBook Air · M4 16GB Q8_0 — 9%
MacBook Air · M4 24GB Q8_0 — 6%
MacBook Air · M4 32GB Q8_0 — 5%
MacBook Pro 14" · M4 16GB Q8_0 — 9%
MacBook Pro 14" · M4 24GB Q8_0 — 6%
MacBook Pro 14" · M4 32GB Q8_0 — 5%
Mac mini · M4 16GB Q8_0 — 9%
Mac mini · M4 24GB Q8_0 — 6%
Mac mini · M4 32GB Q8_0 — 5%
iMac · M4 16GB Q8_0 — 9%
iMac · M4 24GB Q8_0 — 6%
iMac · M4 32GB Q8_0 — 5%
MacBook Air · M2 8GB Q8_0 — 18%
MacBook Air · M2 16GB Q8_0 — 9%
MacBook Air · M2 24GB Q8_0 — 6%
MacBook Air · M3 8GB Q8_0 — 18%
MacBook Air · M3 16GB Q8_0 — 9%
MacBook Air · M3 24GB Q8_0 — 6%
MacBook Pro 14" · M3 8GB Q8_0 — 18%
MacBook Pro 14" · M3 16GB Q8_0 — 9%
MacBook Pro 14" · M3 24GB Q8_0 — 6%
Mac mini · M2 8GB Q8_0 — 18%
Mac mini · M2 16GB Q8_0 — 9%
Mac mini · M2 24GB Q8_0 — 6%
iMac · M3 8GB Q8_0 — 18%
iMac · M3 16GB Q8_0 — 9%
iMac · M3 24GB Q8_0 — 6%
MacBook Air · M1 8GB Q8_0 — 18%
MacBook Air · M1 16GB Q8_0 — 9%
Mac mini · M1 8GB Q8_0 — 18%
Mac mini · M1 16GB Q8_0 — 9%
iMac · M1 8GB Q8_0 — 18%
iMac · M1 16GB Q8_0 — 9%

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