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Qwen1.5 MoE A2.7B

General model by Alibaba · 14.32B parameters · Released 2024-02-29

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

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

tok/s
Q8_016.5 GBBenchmark needed
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters14.3B
Architectureqwen2_moe
Context Length8K
CategoryGeneral
Mixture of Experts 60 experts, 4 active
Formatgguf
Minimum RAM8 GB
Licensetongyi-qianwen
HuggingFace Downloads182,121

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

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

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 Pro 14" — M1 Pro 16GB

Q6_K · benchmark needed · 81% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 17%
Mac Studio · M3 Ultra 256GB Q8_0 6%
Mac Studio · M3 Ultra 512GB Q8_0 3%
Mac Studio · M1 Ultra 64GB Q8_0 26%
Mac Studio · M1 Ultra 128GB Q8_0 13%
Mac Studio · M2 Ultra 64GB Q8_0 26%
Mac Studio · M2 Ultra 128GB Q8_0 13%
Mac Studio · M2 Ultra 192GB Q8_0 9%
MacBook Pro 14" · M5 Max 36GB Q8_0 46%
MacBook Pro 14" · M5 Max 48GB Q8_0 34%
MacBook Pro 14" · M5 Max 64GB Q8_0 26%
MacBook Pro 14" · M5 Max 128GB Q8_0 13%
MacBook Pro 16" · M5 Max 36GB Q8_0 46%
MacBook Pro 16" · M5 Max 48GB Q8_0 34%
MacBook Pro 16" · M5 Max 64GB Q8_0 26%
MacBook Pro 16" · M5 Max 128GB Q8_0 13%
MacBook Pro 14" · M4 Max 36GB Q8_0 46%
MacBook Pro 14" · M4 Max 48GB Q8_0 34%
MacBook Pro 14" · M4 Max 64GB Q8_0 26%
MacBook Pro 14" · M4 Max 128GB Q8_0 13%
MacBook Pro 16" · M4 Max 36GB Q8_0 46%
MacBook Pro 16" · M4 Max 48GB Q8_0 34%
MacBook Pro 16" · M4 Max 64GB Q8_0 26%
MacBook Pro 16" · M4 Max 128GB Q8_0 13%
Mac Studio · M4 Max 36GB Q8_0 46%
Mac Studio · M4 Max 48GB Q8_0 34%
Mac Studio · M4 Max 64GB Q8_0 26%
Mac Studio · M4 Max 128GB Q8_0 13%
MacBook Pro 14" · M1 Max 32GB Q8_0 51%
MacBook Pro 14" · M1 Max 64GB Q8_0 26%
MacBook Pro 14" · M2 Max 32GB Q8_0 51%
MacBook Pro 14" · M2 Max 64GB Q8_0 26%
MacBook Pro 14" · M2 Max 96GB Q8_0 17%
MacBook Pro 14" · M3 Max 36GB Q8_0 46%
MacBook Pro 14" · M3 Max 48GB Q8_0 34%
MacBook Pro 14" · M3 Max 64GB Q8_0 26%
MacBook Pro 14" · M3 Max 96GB Q8_0 17%
MacBook Pro 14" · M3 Max 128GB Q8_0 13%
MacBook Pro 16" · M1 Max 32GB Q8_0 51%
MacBook Pro 16" · M1 Max 64GB Q8_0 26%
MacBook Pro 16" · M2 Max 32GB Q8_0 51%
MacBook Pro 16" · M2 Max 64GB Q8_0 26%
MacBook Pro 16" · M2 Max 96GB Q8_0 17%
MacBook Pro 16" · M3 Max 36GB Q8_0 46%
MacBook Pro 16" · M3 Max 48GB Q8_0 34%
MacBook Pro 16" · M3 Max 64GB Q8_0 26%
MacBook Pro 16" · M3 Max 96GB Q8_0 17%
MacBook Pro 16" · M3 Max 128GB Q8_0 13%
Mac Studio · M1 Max 32GB Q8_0 51%
Mac Studio · M1 Max 64GB Q8_0 26%
Mac Studio · M2 Max 32GB Q8_0 51%
Mac Studio · M2 Max 64GB Q8_0 26%
Mac Studio · M2 Max 96GB Q8_0 17%
MacBook Pro 14" · M5 Pro 24GB Q8_0 69%
MacBook Pro 14" · M5 Pro 48GB Q8_0 34%
MacBook Pro 14" · M5 Pro 64GB Q8_0 26%
MacBook Pro 16" · M5 Pro 24GB Q8_0 69%
MacBook Pro 16" · M5 Pro 48GB Q8_0 34%
MacBook Pro 16" · M5 Pro 64GB Q8_0 26%
MacBook Pro 14" · M4 Pro 24GB Q8_0 69%
MacBook Pro 14" · M4 Pro 48GB Q8_0 34%
MacBook Pro 16" · M4 Pro 24GB Q8_0 69%
MacBook Pro 16" · M4 Pro 48GB Q8_0 34%
Mac mini · M4 Pro 24GB Q8_0 69%
Mac mini · M4 Pro 48GB Q8_0 34%
Mac mini · M4 Pro 64GB Q8_0 26%
MacBook Pro 14" · M1 Pro 16GB Q6_K 81%
MacBook Pro 14" · M2 Pro 16GB Q6_K 81%
MacBook Pro 16" · M1 Pro 16GB Q6_K 81%
MacBook Pro 16" · M2 Pro 16GB Q6_K 81%
Mac mini · M2 Pro 16GB Q6_K 81%
MacBook Air · M5 16GB Q6_K 81%
MacBook Pro 14" · M5 16GB Q6_K 81%
MacBook Pro 14" · M1 Pro 32GB Q8_0 51%
MacBook Pro 14" · M2 Pro 32GB Q8_0 51%
MacBook Pro 16" · M1 Pro 32GB Q8_0 51%
MacBook Pro 16" · M2 Pro 32GB Q8_0 51%
Mac mini · M2 Pro 32GB Q8_0 51%
MacBook Pro 14" · M3 Pro 18GB Q6_K 72%
MacBook Pro 16" · M3 Pro 18GB Q6_K 72%
MacBook Air · M4 16GB Q6_K 81%
MacBook Pro 14" · M4 16GB Q6_K 81%
Mac mini · M4 16GB Q6_K 81%
iMac · M4 16GB Q6_K 81%
MacBook Air · M5 24GB Q8_0 69%
MacBook Air · M5 32GB Q8_0 51%
MacBook Pro 14" · M5 24GB Q8_0 69%
MacBook Pro 14" · M5 32GB Q8_0 51%
MacBook Pro 14" · M3 Pro 36GB Q8_0 46%
MacBook Pro 16" · M3 Pro 36GB Q8_0 46%
MacBook Air · M2 16GB Q6_K 81%
MacBook Air · M3 16GB Q6_K 81%
MacBook Pro 14" · M3 16GB Q6_K 81%
Mac mini · M2 16GB Q6_K 81%
iMac · M3 16GB Q6_K 81%
MacBook Air · M4 24GB Q8_0 69%
MacBook Air · M4 32GB Q8_0 51%
MacBook Pro 14" · M4 24GB Q8_0 69%
MacBook Pro 14" · M4 32GB Q8_0 51%
Mac mini · M4 24GB Q8_0 69%
Mac mini · M4 32GB Q8_0 51%
iMac · M4 24GB Q8_0 69%
iMac · M4 32GB Q8_0 51%
MacBook Air · M2 24GB Q8_0 69%
MacBook Air · M3 24GB Q8_0 69%
MacBook Pro 14" · M3 24GB Q8_0 69%
Mac mini · M2 24GB Q8_0 69%
iMac · M3 24GB Q8_0 69%
MacBook Air · M1 16GB Q6_K 81%
Mac mini · M1 16GB Q6_K 81%
iMac · M1 16GB Q6_K 81%
MacBook Air · M2 8GB 84%
MacBook Air · M3 8GB 84%
MacBook Pro 14" · 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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