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QUARK

General model by baselayer · 1.54B 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

QUARK fits comfortably in your 24 GB Mac using Q8_0 quantization, using 9% of your RAM.

~104tok/s
Q8_02.2 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters1.5B
Architectureqwen2
Context Length33K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
Licenseapache-2.0
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 2.2 GB~104 tok/s✓
Q6_K 1.8 GB~137 tok/s✓
Q5_K_M 1.6 GB~161 tok/s✓
Q4_K_M 1.5 GB~189 tok/s✓
Q3_K_M 1.3 GB~228 tok/s✓
Q2_K 1.2 GB~296 tok/s✓

Which Mac Can Run QUARK?

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 · ~34 tok/s · 28% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~279 2%
Mac Studio · M3 Ultra 256GB Q8_0 ~279 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~279 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~272 3%
Mac Studio · M1 Ultra 128GB Q8_0 ~272 2%
Mac Studio · M2 Ultra 64GB Q8_0 ~272 3%
Mac Studio · M2 Ultra 128GB Q8_0 ~272 2%
Mac Studio · M2 Ultra 192GB Q8_0 ~272 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~209 6%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~209 5%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~209 3%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~209 2%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~209 6%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~209 5%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~209 3%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~209 2%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~186 6%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~186 5%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~186 3%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~186 2%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~186 6%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~186 5%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~186 3%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~186 2%
Mac Studio · M4 Max 36GB Q8_0 ~186 6%
Mac Studio · M4 Max 48GB Q8_0 ~186 5%
Mac Studio · M4 Max 64GB Q8_0 ~186 3%
Mac Studio · M4 Max 128GB Q8_0 ~186 2%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~136 7%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~136 3%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~136 7%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~136 3%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~136 2%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~136 6%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~136 5%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~136 3%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~136 2%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~136 2%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~136 7%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~136 3%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~136 7%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~136 3%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~136 2%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~136 6%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~136 5%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~136 3%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~136 2%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~136 2%
Mac Studio · M1 Max 32GB Q8_0 ~136 7%
Mac Studio · M1 Max 64GB Q8_0 ~136 3%
Mac Studio · M2 Max 32GB Q8_0 ~136 7%
Mac Studio · M2 Max 64GB Q8_0 ~136 3%
Mac Studio · M2 Max 96GB Q8_0 ~136 2%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~104 9%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~104 5%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~104 3%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~104 9%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~104 5%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~104 3%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~93 9%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~93 5%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~93 9%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~93 5%
Mac mini · M4 Pro 24GB Q8_0 ~93 9%
Mac mini · M4 Pro 48GB Q8_0 ~93 5%
Mac mini · M4 Pro 64GB Q8_0 ~93 3%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~68 14%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~68 7%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~68 14%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~68 7%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~68 14%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~68 7%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~68 14%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~68 7%
Mac mini · M2 Pro 16GB Q8_0 ~68 14%
Mac mini · M2 Pro 32GB Q8_0 ~68 7%
MacBook Air · M5 16GB Q8_0 ~52 14%
MacBook Air · M5 24GB Q8_0 ~52 9%
MacBook Air · M5 32GB Q8_0 ~52 7%
MacBook Pro 14" · M5 16GB Q8_0 ~52 14%
MacBook Pro 14" · M5 24GB Q8_0 ~52 9%
MacBook Pro 14" · M5 32GB Q8_0 ~52 7%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~51 12%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~51 6%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~51 12%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~51 6%
MacBook Air · M4 16GB Q8_0 ~41 14%
MacBook Air · M4 24GB Q8_0 ~41 9%
MacBook Air · M4 32GB Q8_0 ~41 7%
MacBook Pro 14" · M4 16GB Q8_0 ~41 14%
MacBook Pro 14" · M4 24GB Q8_0 ~41 9%
MacBook Pro 14" · M4 32GB Q8_0 ~41 7%
Mac mini · M4 16GB Q8_0 ~41 14%
Mac mini · M4 24GB Q8_0 ~41 9%
Mac mini · M4 32GB Q8_0 ~41 7%
iMac · M4 16GB Q8_0 ~41 14%
iMac · M4 24GB Q8_0 ~41 9%
iMac · M4 32GB Q8_0 ~41 7%
MacBook Air · M2 8GB Q8_0 ~34 28%
MacBook Air · M2 16GB Q8_0 ~34 14%
MacBook Air · M2 24GB Q8_0 ~34 9%
MacBook Air · M3 8GB Q8_0 ~34 28%
MacBook Air · M3 16GB Q8_0 ~34 14%
MacBook Air · M3 24GB Q8_0 ~34 9%
MacBook Pro 14" · M3 8GB Q8_0 ~34 28%
MacBook Pro 14" · M3 16GB Q8_0 ~34 14%
MacBook Pro 14" · M3 24GB Q8_0 ~34 9%
Mac mini · M2 8GB Q8_0 ~34 28%
Mac mini · M2 16GB Q8_0 ~34 14%
Mac mini · M2 24GB Q8_0 ~34 9%
iMac · M3 8GB Q8_0 ~34 28%
iMac · M3 16GB Q8_0 ~34 14%
iMac · M3 24GB Q8_0 ~34 9%
MacBook Air · M1 8GB Q8_0 ~23 28%
MacBook Air · M1 16GB Q8_0 ~23 14%
Mac mini · M1 8GB Q8_0 ~23 28%
Mac mini · M1 16GB Q8_0 ~23 14%
iMac · M1 8GB Q8_0 ~23 28%
iMac · M1 16GB Q8_0 ~23 14%

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