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Qwen1.5 MoE A2.7B

General model by Alibaba · 14.32B parameters

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

Runs Excellently

Qwen1.5 MoE A2.7B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 69% of your RAM.

~99 tok/s

Q8_0 · 16.5 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 16.5 GB~99 tok/s✓
Q6_K 12.9 GB~130 tok/s✓
Q5_K_M 11.2 GB~153 tok/s✓
Q4_K_M 9.7 GB~179 tok/s✓
Q3_K_M 8.3 GB~217 tok/s✓
Q2_K 6.7 GB~281 tok/s✓

Specifications

Parameters14.3B
Architectureqwen2_moe
Context Length8K
CategoryGeneral
Mixture of Experts 60 experts, 4 active
Formatgguf
Minimum RAM8 GB
HuggingFace Downloads186,088
View on HuggingFace →

Which Mac Can Run Qwen1.5 MoE A2.7B?

Minimum Mac

MacBook Air — M6 16GB

Q6_K · ~86 tok/s · 81% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~595 9%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~595 6%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~595 4%
Mac Studio · M6 Ultra 192GB Q8_0 ~595 9%
Mac Studio · M6 Ultra 256GB Q8_0 ~595 6%
Mac Studio · M6 Ultra 384GB Q8_0 ~595 4%
Mac Studio · M5 Ultra 128GB Q8_0 ~396 13%
Mac Studio · M5 Ultra 192GB Q8_0 ~396 9%
Mac Studio · M5 Ultra 256GB Q8_0 ~396 6%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~297 34%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~297 26%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~297 13%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~297 9%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~297 34%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~297 26%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~297 13%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~297 9%
Mac Studio · M6 Max 48GB Q8_0 ~297 34%
Mac Studio · M6 Max 64GB Q8_0 ~297 26%
Mac Studio · M6 Max 128GB Q8_0 ~297 13%
Mac Studio · M6 Max 192GB Q8_0 ~297 9%
Mac Studio · M1 Ultra 64GB Q8_0 ~258 26%
Mac Studio · M1 Ultra 128GB Q8_0 ~258 13%
Mac Studio · M2 Ultra 64GB Q8_0 ~258 26%
Mac Studio · M2 Ultra 96GB Q8_0 ~258 17%
Mac Studio · M2 Ultra 128GB Q8_0 ~258 13%
Mac Studio · M2 Ultra 192GB Q8_0 ~258 9%
Mac Studio · M3 Ultra 96GB Q8_0 ~258 17%
Mac Studio · M3 Ultra 192GB Q8_0 ~258 9%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~198 46%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~198 34%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~198 26%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~198 13%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~198 46%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~198 34%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~198 26%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~198 13%
Mac Studio · M5 Max 36GB Q8_0 ~198 46%
Mac Studio · M5 Max 64GB Q8_0 ~198 26%
Mac Studio · M5 Max 128GB Q8_0 ~198 13%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~176 46%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~176 34%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~176 26%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~176 13%
Mac Studio · M4 Max 36GB Q8_0 ~176 46%
Mac Studio · M4 Max 64GB Q8_0 ~176 26%
Mac Studio · M4 Max 128GB Q8_0 ~176 13%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~132 69%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~132 34%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~132 26%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~132 69%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~132 34%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~132 26%
Mac Mini · M6 Pro 24GB Q8_0 ~132 69%
Mac Mini · M6 Pro 48GB Q8_0 ~132 34%
Mac Mini · M6 Pro 64GB Q8_0 ~132 26%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~129 51%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~129 26%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~129 51%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~129 26%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~129 17%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~129 46%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~129 34%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~129 26%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~129 17%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~129 13%
Mac Studio · M1 Max 32GB Q8_0 ~129 51%
Mac Studio · M1 Max 64GB Q8_0 ~129 26%
Mac Studio · M2 Max 32GB Q8_0 ~129 51%
Mac Studio · M2 Max 64GB Q8_0 ~129 26%
Mac Studio · M2 Max 96GB Q8_0 ~129 17%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~99 69%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~99 34%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~99 26%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~99 69%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~99 34%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~88 69%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~88 34%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~88 69%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~88 34%
Mac Mini · M4 Pro 24GB Q8_0 ~88 69%
Mac Mini · M4 Pro 48GB Q8_0 ~88 34%
MacBook Air · M6 16GB Q6_K ~86 81%
MacBook Pro 14" · M6 16GB Q6_K ~86 81%
Mac Mini · M6 16GB Q6_K ~86 81%
iMac · M6 16GB Q6_K ~86 81%
MacBook Pro 14" · M1 Pro 16GB Q6_K ~85 81%
MacBook Pro 14" · M2 Pro 16GB Q6_K ~85 81%
MacBook Pro 16" · M1 Pro 16GB Q6_K ~85 81%
MacBook Pro 16" · M2 Pro 16GB Q6_K ~85 81%
Mac Mini · M2 Pro 16GB Q6_K ~85 81%
MacBook Air · M6 24GB Q8_0 ~66 69%
MacBook Air · M6 32GB Q8_0 ~66 51%
MacBook Pro 14" · M6 24GB Q8_0 ~66 69%
MacBook Pro 14" · M6 32GB Q8_0 ~66 51%
Mac Mini · M6 24GB Q8_0 ~66 69%
Mac Mini · M6 32GB Q8_0 ~66 51%
iMac · M6 24GB Q8_0 ~66 69%
iMac · M6 32GB Q8_0 ~66 51%
MacBook Air · M5 16GB Q6_K ~65 81%
MacBook Pro 14" · M5 16GB Q6_K ~65 81%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~65 51%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~65 51%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~65 51%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~65 51%
Mac Mini · M2 Pro 32GB Q8_0 ~65 51%
MacBook Pro 14" · M3 Pro 18GB Q6_K ~64 72%
MacBook Pro 16" · M3 Pro 18GB Q6_K ~64 72%
MacBook Air · M4 16GB Q6_K ~51 81%
Mac Mini · M4 16GB Q6_K ~51 81%
iMac · M4 16GB Q6_K ~51 81%
MacBook Air · M5 24GB Q8_0 ~50 69%
MacBook Air · M5 32GB Q8_0 ~50 51%
MacBook Pro 14" · M5 24GB Q8_0 ~50 69%
MacBook Pro 14" · M5 32GB Q8_0 ~50 51%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~48 46%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~48 46%
MacBook Air · M2 16GB Q6_K ~42 81%
MacBook Air · M3 16GB Q6_K ~42 81%
Mac Mini · M2 16GB Q6_K ~42 81%
iMac · M3 16GB Q6_K ~42 81%
MacBook Air · M4 24GB Q8_0 ~39 69%
MacBook Air · M4 32GB Q8_0 ~39 51%
Mac Mini · M4 24GB Q8_0 ~39 69%
Mac Mini · M4 32GB Q8_0 ~39 51%
iMac · M4 24GB Q8_0 ~39 69%
iMac · M4 32GB Q8_0 ~39 51%
MacBook Air · M2 24GB Q8_0 ~32 69%
MacBook Air · M3 24GB Q8_0 ~32 69%
Mac Mini · M2 24GB Q8_0 ~32 69%
iMac · M3 24GB Q8_0 ~32 69%
MacBook Air · M1 16GB Q6_K ~29 81%
Mac Mini · M1 16GB Q6_K ~29 81%
iMac · M1 16GB Q6_K ~29 81%
MacBook Air · M2 8GB — — 84%
MacBook Air · M3 8GB — — 84%
Mac Mini · M2 8GB — — 84%
iMac · M3 8GB — — 84%
MacBook Air · M1 8GB — — 84%
Mac Mini · M1 8GB — — 84%
iMac · M1 8GB — — 84%

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