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magi

General model by ragavsachdeva · 0.52B 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

magi fits comfortably in your 24 GB Mac using Q8_0 quantization, using 5% of your RAM.

~309 tok/s

Q8_0 · 1.1 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 1.1 GB~309 tok/s✓
Q6_K 1.0 GB~406 tok/s✓
Q5_K_M 0.9 GB~478 tok/s✓
Q4_K_M 0.8 GB~560 tok/s✓
Q3_K_M 0.8 GB~676 tok/s✓
Q2_K 0.7 GB~878 tok/s✓

Specifications

Parameters516M
Architecturemagi
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads161,968
View on HuggingFace →

Which Mac Can Run magi?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~101 tok/s · 14% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~825 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~825 0%
Mac Studio · M3 Ultra 512GB Q8_0 ~825 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~806 2%
Mac Studio · M1 Ultra 128GB Q8_0 ~806 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~806 2%
Mac Studio · M2 Ultra 128GB Q8_0 ~806 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~806 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~618 3%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~618 2%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~618 2%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~618 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~618 3%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~618 2%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~618 2%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~618 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~550 3%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~550 2%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~550 2%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~550 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~550 3%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~550 2%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~550 2%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~550 1%
Mac Studio · M4 Max 36GB Q8_0 ~550 3%
Mac Studio · M4 Max 48GB Q8_0 ~550 2%
Mac Studio · M4 Max 64GB Q8_0 ~550 2%
Mac Studio · M4 Max 128GB Q8_0 ~550 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~403 3%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~403 2%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~403 3%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~403 2%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~403 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~403 3%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~403 2%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~403 2%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~403 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~403 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~403 3%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~403 2%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~403 3%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~403 2%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~403 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~403 3%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~403 2%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~403 2%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~403 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~403 1%
Mac Studio · M1 Max 32GB Q8_0 ~403 3%
Mac Studio · M1 Max 64GB Q8_0 ~403 2%
Mac Studio · M2 Max 32GB Q8_0 ~403 3%
Mac Studio · M2 Max 64GB Q8_0 ~403 2%
Mac Studio · M2 Max 96GB Q8_0 ~403 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~309 5%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~309 2%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~309 2%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~309 5%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~309 2%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~309 2%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~275 5%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~275 2%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~275 5%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~275 2%
Mac mini · M4 Pro 24GB Q8_0 ~275 5%
Mac mini · M4 Pro 48GB Q8_0 ~275 2%
Mac mini · M4 Pro 64GB Q8_0 ~275 2%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~201 7%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~201 3%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~201 7%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~201 3%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~201 7%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~201 3%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~201 7%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~201 3%
Mac mini · M2 Pro 16GB Q8_0 ~201 7%
Mac mini · M2 Pro 32GB Q8_0 ~201 3%
MacBook Air · M5 16GB Q8_0 ~154 7%
MacBook Air · M5 24GB Q8_0 ~154 5%
MacBook Air · M5 32GB Q8_0 ~154 3%
MacBook Pro 14" · M5 16GB Q8_0 ~154 7%
MacBook Pro 14" · M5 24GB Q8_0 ~154 5%
MacBook Pro 14" · M5 32GB Q8_0 ~154 3%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~151 6%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~151 3%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~151 6%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~151 3%
MacBook Air · M4 16GB Q8_0 ~121 7%
MacBook Air · M4 24GB Q8_0 ~121 5%
MacBook Air · M4 32GB Q8_0 ~121 3%
MacBook Pro 14" · M4 16GB Q8_0 ~121 7%
MacBook Pro 14" · M4 24GB Q8_0 ~121 5%
MacBook Pro 14" · M4 32GB Q8_0 ~121 3%
Mac mini · M4 16GB Q8_0 ~121 7%
Mac mini · M4 24GB Q8_0 ~121 5%
Mac mini · M4 32GB Q8_0 ~121 3%
iMac · M4 16GB Q8_0 ~121 7%
iMac · M4 24GB Q8_0 ~121 5%
iMac · M4 32GB Q8_0 ~121 3%
MacBook Air · M2 8GB Q8_0 ~101 14%
MacBook Air · M2 16GB Q8_0 ~101 7%
MacBook Air · M2 24GB Q8_0 ~101 5%
MacBook Air · M3 8GB Q8_0 ~101 14%
MacBook Air · M3 16GB Q8_0 ~101 7%
MacBook Air · M3 24GB Q8_0 ~101 5%
MacBook Pro 14" · M3 8GB Q8_0 ~101 14%
MacBook Pro 14" · M3 16GB Q8_0 ~101 7%
MacBook Pro 14" · M3 24GB Q8_0 ~101 5%
Mac mini · M2 8GB Q8_0 ~101 14%
Mac mini · M2 16GB Q8_0 ~101 7%
Mac mini · M2 24GB Q8_0 ~101 5%
iMac · M3 8GB Q8_0 ~101 14%
iMac · M3 16GB Q8_0 ~101 7%
iMac · M3 24GB Q8_0 ~101 5%
MacBook Air · M1 8GB Q8_0 ~69 14%
MacBook Air · M1 16GB Q8_0 ~69 7%
Mac mini · M1 8GB Q8_0 ~69 14%
Mac mini · M1 16GB Q8_0 ~69 7%
iMac · M1 8GB Q8_0 ~69 14%
iMac · M1 16GB Q8_0 ~69 7%

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