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Llama3.1 MOE 4X8B Gated IQ Multi Tier Deep Reasoning 32B

Reasoning model by davidau · 24.94B parameters

By , Founder & Lead Engineer
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

Tight Fit

Llama3.1 MOE 4X8B Gated IQ Multi Tier Deep Reasoning 32B can run but will be tight at 80% of RAM. Consider a lower quantization or closing other apps.

tok/s

Q5_K_M · 19.1 GB · Benchmark needed

Alternative: Q4_K_M (16.6 GB, ~12 tok/s)

Run it now. Download free No account, no caps, no terminal.

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 28.3 GB~6 tok/s
Q6_K 22.1 GB~8 tok/s
Q5_K_M Recommended 19.1 GB~10 tok/s
Q4_K_M 16.6 GB~12 tok/s
Q3_K_M 14.1 GB~14 tok/s
Q2_K 11.4 GB~18 tok/s

Specifications

Parameters24.9B
Architecturemixtral
Context Length1.0M
CategoryReasoning
Mixture of Experts 4 experts, 4 active
Formatgguf
Minimum RAM13.9 GB
Licenseapache-2.0

Which Mac Can Run Llama3.1 MOE 4X8B Gated IQ Multi Tier Deep Reasoning 32B?

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 Max 32GB

Q6_K · benchmark needed · 69% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 30%
Mac Studio · M3 Ultra 256GB Q8_0 11%
Mac Studio · M3 Ultra 512GB Q8_0 6%
Mac Studio · M1 Ultra 64GB Q8_0 44%
Mac Studio · M1 Ultra 128GB Q8_0 22%
Mac Studio · M2 Ultra 64GB Q8_0 44%
Mac Studio · M2 Ultra 128GB Q8_0 22%
Mac Studio · M2 Ultra 192GB Q8_0 15%
MacBook Pro 14" · M5 Max 36GB Q8_0 79%
MacBook Pro 14" · M5 Max 48GB Q8_0 59%
MacBook Pro 14" · M5 Max 64GB Q8_0 44%
MacBook Pro 14" · M5 Max 128GB Q8_0 22%
MacBook Pro 16" · M5 Max 36GB Q8_0 79%
MacBook Pro 16" · M5 Max 48GB Q8_0 59%
MacBook Pro 16" · M5 Max 64GB Q8_0 44%
MacBook Pro 16" · M5 Max 128GB Q8_0 22%
MacBook Pro 14" · M4 Max 36GB Q8_0 79%
MacBook Pro 14" · M4 Max 48GB Q8_0 59%
MacBook Pro 14" · M4 Max 64GB Q8_0 44%
MacBook Pro 14" · M4 Max 128GB Q8_0 22%
MacBook Pro 16" · M4 Max 36GB Q8_0 79%
MacBook Pro 16" · M4 Max 48GB Q8_0 59%
MacBook Pro 16" · M4 Max 64GB Q8_0 44%
MacBook Pro 16" · M4 Max 128GB Q8_0 22%
Mac Studio · M4 Max 36GB Q8_0 79%
Mac Studio · M4 Max 48GB Q8_0 59%
Mac Studio · M4 Max 64GB Q8_0 44%
Mac Studio · M4 Max 128GB Q8_0 22%
MacBook Pro 14" · M1 Max 32GB Q6_K 69%
MacBook Pro 14" · M2 Max 32GB Q6_K 69%
MacBook Pro 16" · M1 Max 32GB Q6_K 69%
MacBook Pro 16" · M2 Max 32GB Q6_K 69%
Mac Studio · M1 Max 32GB Q6_K 69%
Mac Studio · M2 Max 32GB Q6_K 69%
MacBook Pro 14" · M1 Max 64GB Q8_0 44%
MacBook Pro 14" · M2 Max 64GB Q8_0 44%
MacBook Pro 14" · M2 Max 96GB Q8_0 30%
MacBook Pro 14" · M3 Max 36GB Q8_0 79%
MacBook Pro 14" · M3 Max 48GB Q8_0 59%
MacBook Pro 14" · M3 Max 64GB Q8_0 44%
MacBook Pro 14" · M3 Max 96GB Q8_0 30%
MacBook Pro 14" · M3 Max 128GB Q8_0 22%
MacBook Pro 16" · M1 Max 64GB Q8_0 44%
MacBook Pro 16" · M2 Max 64GB Q8_0 44%
MacBook Pro 16" · M2 Max 96GB Q8_0 30%
MacBook Pro 16" · M3 Max 36GB Q8_0 79%
MacBook Pro 16" · M3 Max 48GB Q8_0 59%
MacBook Pro 16" · M3 Max 64GB Q8_0 44%
MacBook Pro 16" · M3 Max 96GB Q8_0 30%
MacBook Pro 16" · M3 Max 128GB Q8_0 22%
Mac Studio · M1 Max 64GB Q8_0 44%
Mac Studio · M2 Max 64GB Q8_0 44%
Mac Studio · M2 Max 96GB Q8_0 30%
MacBook Pro 14" · M5 Pro 48GB Q8_0 59%
MacBook Pro 14" · M5 Pro 64GB Q8_0 44%
MacBook Pro 16" · M5 Pro 48GB Q8_0 59%
MacBook Pro 16" · M5 Pro 64GB Q8_0 44%
MacBook Pro 14" · M4 Pro 48GB Q8_0 59%
MacBook Pro 16" · M4 Pro 48GB Q8_0 59%
Mac mini · M4 Pro 48GB Q8_0 59%
Mac mini · M4 Pro 64GB Q8_0 44%
MacBook Pro 14" · M1 Pro 32GB Q6_K 69%
MacBook Pro 14" · M2 Pro 32GB Q6_K 69%
MacBook Pro 16" · M1 Pro 32GB Q6_K 69%
MacBook Pro 16" · M2 Pro 32GB Q6_K 69%
Mac mini · M2 Pro 32GB Q6_K 69%
MacBook Air · M5 32GB Q6_K 69%
MacBook Pro 14" · M5 32GB Q6_K 69%
MacBook Air · M4 32GB Q6_K 69%
MacBook Pro 14" · M4 32GB Q6_K 69%
Mac mini · M4 32GB Q6_K 69%
iMac · M4 32GB Q6_K 69%
MacBook Pro 14" · M3 Pro 36GB Q8_0 79%
MacBook Pro 16" · M3 Pro 36GB Q8_0 79%
MacBook Pro 14" · M1 Pro 16GB Q2_K 71%
MacBook Pro 14" · M2 Pro 16GB Q2_K 71%
MacBook Pro 16" · M1 Pro 16GB Q2_K 71%
MacBook Pro 16" · M2 Pro 16GB Q2_K 71%
Mac mini · M2 Pro 16GB Q2_K 71%
MacBook Pro 14" · M5 Pro 24GB Q5_K_M 80%
MacBook Pro 16" · M5 Pro 24GB Q5_K_M 80%
MacBook Air · M5 16GB Q2_K 71%
MacBook Pro 14" · M5 16GB Q2_K 71%
MacBook Pro 14" · M4 Pro 24GB Q5_K_M 80%
MacBook Pro 16" · M4 Pro 24GB Q5_K_M 80%
Mac mini · M4 Pro 24GB Q5_K_M 80%
MacBook Air · M4 16GB Q2_K 71%
MacBook Pro 14" · M4 16GB Q2_K 71%
Mac mini · M4 16GB Q2_K 71%
iMac · M4 16GB Q2_K 71%
MacBook Pro 14" · M3 Pro 18GB Q3_K_M 78%
MacBook Pro 16" · M3 Pro 18GB Q3_K_M 78%
MacBook Air · M2 16GB Q2_K 71%
MacBook Air · M3 16GB Q2_K 71%
MacBook Pro 14" · M3 16GB Q2_K 71%
Mac mini · M2 16GB Q2_K 71%
iMac · M3 16GB Q2_K 71%
MacBook Air · M5 24GB Q5_K_M 80%
MacBook Pro 14" · M5 24GB Q5_K_M 80%
MacBook Air · M1 16GB Q2_K 71%
Mac mini · M1 16GB Q2_K 71%
iMac · M1 16GB Q2_K 71%
MacBook Air · M4 24GB Q5_K_M 80%
MacBook Pro 14" · M4 24GB Q5_K_M 80%
Mac mini · M4 24GB Q5_K_M 80%
iMac · M4 24GB Q5_K_M 80%
MacBook Air · M2 24GB Q5_K_M 80%
MacBook Air · M3 24GB Q5_K_M 80%
MacBook Pro 14" · M3 24GB Q5_K_M 80%
Mac mini · M2 24GB Q5_K_M 80%
iMac · M3 24GB Q5_K_M 80%
MacBook Air · M2 8GB 142%
MacBook Air · M3 8GB 142%
MacBook Pro 14" · M3 8GB 142%
Mac mini · M2 8GB 142%
iMac · M3 8GB 142%
MacBook Air · M1 8GB 142%
Mac mini · M1 8GB 142%
iMac · M1 8GB 142%

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