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MobileLLM R1 360M

Reasoning model by facebook · 0.36B 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

MobileLLM R1 360M fits comfortably in your 24 GB Mac using Q8_0 quantization, using 4% of your RAM.

~447tok/s
Q8_00.9 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters359M
Architecturellama4_text
Context Length4K
CategoryReasoning
Formatgguf
Minimum RAM1 GB
Licensefair-noncommercial-research
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 0.9 GB~447 tok/s✓
Q6_K 0.8 GB~586 tok/s✓
Q5_K_M 0.8 GB~690 tok/s✓
Q4_K_M 0.7 GB~809 tok/s✓
Q3_K_M 0.7 GB~977 tok/s✓
Q2_K 0.7 GB~1,268 tok/s✓

Which Mac Can Run MobileLLM R1 360M?

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 Air — M2 8GB

Q8_0 · ~146 tok/s · 11% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~1,192 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~1,192 0%
Mac Studio · M3 Ultra 512GB Q8_0 ~1,192 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~1,164 1%
Mac Studio · M1 Ultra 128GB Q8_0 ~1,164 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~1,164 1%
Mac Studio · M2 Ultra 128GB Q8_0 ~1,164 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~1,164 0%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~893 3%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~893 2%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~893 1%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~893 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~893 3%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~893 2%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~893 1%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~893 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~794 3%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~794 2%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~794 1%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~794 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~794 3%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~794 2%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~794 1%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~794 1%
Mac Studio · M4 Max 36GB Q8_0 ~794 3%
Mac Studio · M4 Max 48GB Q8_0 ~794 2%
Mac Studio · M4 Max 64GB Q8_0 ~794 1%
Mac Studio · M4 Max 128GB Q8_0 ~794 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~582 3%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~582 1%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~582 3%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~582 1%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~582 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~582 3%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~582 2%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~582 1%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~582 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~582 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~582 3%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~582 1%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~582 3%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~582 1%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~582 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~582 3%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~582 2%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~582 1%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~582 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~582 1%
Mac Studio · M1 Max 32GB Q8_0 ~582 3%
Mac Studio · M1 Max 64GB Q8_0 ~582 1%
Mac Studio · M2 Max 32GB Q8_0 ~582 3%
Mac Studio · M2 Max 64GB Q8_0 ~582 1%
Mac Studio · M2 Max 96GB Q8_0 ~582 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~447 4%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~447 2%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~447 1%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~447 4%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~447 2%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~447 1%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~397 4%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~397 2%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~397 4%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~397 2%
Mac mini · M4 Pro 24GB Q8_0 ~397 4%
Mac mini · M4 Pro 48GB Q8_0 ~397 2%
Mac mini · M4 Pro 64GB Q8_0 ~397 1%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~291 6%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~291 3%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~291 6%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~291 3%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~291 6%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~291 3%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~291 6%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~291 3%
Mac mini · M2 Pro 16GB Q8_0 ~291 6%
Mac mini · M2 Pro 32GB Q8_0 ~291 3%
MacBook Air · M5 16GB Q8_0 ~223 6%
MacBook Air · M5 24GB Q8_0 ~223 4%
MacBook Air · M5 32GB Q8_0 ~223 3%
MacBook Pro 14" · M5 16GB Q8_0 ~223 6%
MacBook Pro 14" · M5 24GB Q8_0 ~223 4%
MacBook Pro 14" · M5 32GB Q8_0 ~223 3%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~218 5%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~218 3%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~218 5%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~218 3%
MacBook Air · M4 16GB Q8_0 ~175 6%
MacBook Air · M4 24GB Q8_0 ~175 4%
MacBook Air · M4 32GB Q8_0 ~175 3%
MacBook Pro 14" · M4 16GB Q8_0 ~175 6%
MacBook Pro 14" · M4 24GB Q8_0 ~175 4%
MacBook Pro 14" · M4 32GB Q8_0 ~175 3%
Mac mini · M4 16GB Q8_0 ~175 6%
Mac mini · M4 24GB Q8_0 ~175 4%
Mac mini · M4 32GB Q8_0 ~175 3%
iMac · M4 16GB Q8_0 ~175 6%
iMac · M4 24GB Q8_0 ~175 4%
iMac · M4 32GB Q8_0 ~175 3%
MacBook Air · M2 8GB Q8_0 ~146 11%
MacBook Air · M2 16GB Q8_0 ~146 6%
MacBook Air · M2 24GB Q8_0 ~146 4%
MacBook Air · M3 8GB Q8_0 ~146 11%
MacBook Air · M3 16GB Q8_0 ~146 6%
MacBook Air · M3 24GB Q8_0 ~146 4%
MacBook Pro 14" · M3 8GB Q8_0 ~146 11%
MacBook Pro 14" · M3 16GB Q8_0 ~146 6%
MacBook Pro 14" · M3 24GB Q8_0 ~146 4%
Mac mini · M2 8GB Q8_0 ~146 11%
Mac mini · M2 16GB Q8_0 ~146 6%
Mac mini · M2 24GB Q8_0 ~146 4%
iMac · M3 8GB Q8_0 ~146 11%
iMac · M3 16GB Q8_0 ~146 6%
iMac · M3 24GB Q8_0 ~146 4%
MacBook Air · M1 8GB Q8_0 ~99 11%
MacBook Air · M1 16GB Q8_0 ~99 6%
Mac mini · M1 8GB Q8_0 ~99 11%
Mac mini · M1 16GB Q8_0 ~99 6%
iMac · M1 8GB Q8_0 ~99 11%
iMac · M1 16GB Q8_0 ~99 6%

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