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quark 1 248m base

General model by lumasik · 0.25B 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 1 248m base fits comfortably in your 24 GB Mac using Q8_0 quantization, using 3% of your RAM.

~643 tok/s

Q8_0 · 0.8 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 0.8 GB~643 tok/s✓
Q6_K 0.7 GB~844 tok/s✓
Q5_K_M 0.7 GB~993 tok/s✓
Q4_K_M 0.7 GB~1,164 tok/s✓
Q3_K_M 0.6 GB~1,407 tok/s✓
Q2_K 0.6 GB~1,825 tok/s✓

Specifications

Parameters248M
Architecturellama
Context Length1K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads1,851
View on HuggingFace →

Which Mac Can Run quark 1 248m base?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~210 tok/s · 10% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~1,716 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~1,716 0%
Mac Studio · M3 Ultra 512GB Q8_0 ~1,716 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~1,676 1%
Mac Studio · M1 Ultra 128GB Q8_0 ~1,676 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~1,676 1%
Mac Studio · M2 Ultra 128GB Q8_0 ~1,676 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~1,676 0%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~1,286 2%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~1,286 2%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~1,286 1%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~1,286 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~1,286 2%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~1,286 2%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~1,286 1%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~1,286 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~1,144 2%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~1,144 2%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~1,144 1%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~1,144 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~1,144 2%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~1,144 2%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~1,144 1%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~1,144 1%
Mac Studio · M4 Max 36GB Q8_0 ~1,144 2%
Mac Studio · M4 Max 48GB Q8_0 ~1,144 2%
Mac Studio · M4 Max 64GB Q8_0 ~1,144 1%
Mac Studio · M4 Max 128GB Q8_0 ~1,144 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~838 2%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~838 1%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~838 2%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~838 1%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~838 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~838 2%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~838 2%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~838 1%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~838 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~838 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~838 2%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~838 1%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~838 2%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~838 1%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~838 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~838 2%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~838 2%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~838 1%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~838 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~838 1%
Mac Studio · M1 Max 32GB Q8_0 ~838 2%
Mac Studio · M1 Max 64GB Q8_0 ~838 1%
Mac Studio · M2 Max 32GB Q8_0 ~838 2%
Mac Studio · M2 Max 64GB Q8_0 ~838 1%
Mac Studio · M2 Max 96GB Q8_0 ~838 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~643 3%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~643 2%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~643 1%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~643 3%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~643 2%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~643 1%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~572 3%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~572 2%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~572 3%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~572 2%
Mac mini · M4 Pro 24GB Q8_0 ~572 3%
Mac mini · M4 Pro 48GB Q8_0 ~572 2%
Mac mini · M4 Pro 64GB Q8_0 ~572 1%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~419 5%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~419 2%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~419 5%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~419 2%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~419 5%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~419 2%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~419 5%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~419 2%
Mac mini · M2 Pro 16GB Q8_0 ~419 5%
Mac mini · M2 Pro 32GB Q8_0 ~419 2%
MacBook Air · M5 16GB Q8_0 ~321 5%
MacBook Air · M5 24GB Q8_0 ~321 3%
MacBook Air · M5 32GB Q8_0 ~321 2%
MacBook Pro 14" · M5 16GB Q8_0 ~321 5%
MacBook Pro 14" · M5 24GB Q8_0 ~321 3%
MacBook Pro 14" · M5 32GB Q8_0 ~321 2%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~314 4%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~314 2%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~314 4%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~314 2%
MacBook Air · M4 16GB Q8_0 ~251 5%
MacBook Air · M4 24GB Q8_0 ~251 3%
MacBook Air · M4 32GB Q8_0 ~251 2%
MacBook Pro 14" · M4 16GB Q8_0 ~251 5%
MacBook Pro 14" · M4 24GB Q8_0 ~251 3%
MacBook Pro 14" · M4 32GB Q8_0 ~251 2%
Mac mini · M4 16GB Q8_0 ~251 5%
Mac mini · M4 24GB Q8_0 ~251 3%
Mac mini · M4 32GB Q8_0 ~251 2%
iMac · M4 16GB Q8_0 ~251 5%
iMac · M4 24GB Q8_0 ~251 3%
iMac · M4 32GB Q8_0 ~251 2%
MacBook Air · M2 8GB Q8_0 ~210 10%
MacBook Air · M2 16GB Q8_0 ~210 5%
MacBook Air · M2 24GB Q8_0 ~210 3%
MacBook Air · M3 8GB Q8_0 ~210 10%
MacBook Air · M3 16GB Q8_0 ~210 5%
MacBook Air · M3 24GB Q8_0 ~210 3%
MacBook Pro 14" · M3 8GB Q8_0 ~210 10%
MacBook Pro 14" · M3 16GB Q8_0 ~210 5%
MacBook Pro 14" · M3 24GB Q8_0 ~210 3%
Mac mini · M2 8GB Q8_0 ~210 10%
Mac mini · M2 16GB Q8_0 ~210 5%
Mac mini · M2 24GB Q8_0 ~210 3%
iMac · M3 8GB Q8_0 ~210 10%
iMac · M3 16GB Q8_0 ~210 5%
iMac · M3 24GB Q8_0 ~210 3%
MacBook Air · M1 8GB Q8_0 ~143 10%
MacBook Air · M1 16GB Q8_0 ~143 5%
Mac mini · M1 8GB Q8_0 ~143 10%
Mac mini · M1 16GB Q8_0 ~143 5%
iMac · M1 8GB Q8_0 ~143 10%
iMac · M1 16GB Q8_0 ~143 5%

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