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Tiny LLM

General model by arnir0 · 0.01B parameters

Chip
Unified Memory
Bandwidth 307 GB/s
Available for Models ~21 GB

Runs Excellently

Tiny LLM fits comfortably in your 24 GB Mac using Q8_0 quantization, using 2% of your RAM.

~16,081 tok/s

Q8_0 · 0.5 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 0.5 GB~16,081 tok/s✓
Q6_K 0.5 GB~21,106 tok/s✓
Q5_K_M 0.5 GB~24,831 tok/s✓
Q4_K_M 0.5 GB~29,112 tok/s✓
Q3_K_M 0.5 GB~35,177 tok/s✓
Q2_K 0.5 GB~45,635 tok/s✓

Specifications

Parameters13M
Architecturellama
Context Length1K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads29,912

GGUF Sources

mradermacher
View on HuggingFace →

Which Mac Can Run Tiny LLM?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~5,238 tok/s · 6% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~96,538 0%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~96,538 0%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~96,538 0%
Mac Studio · M6 Ultra 192GB Q8_0 ~96,538 0%
Mac Studio · M6 Ultra 256GB Q8_0 ~96,538 0%
Mac Studio · M6 Ultra 384GB Q8_0 ~96,538 0%
Mac Studio · M5 Ultra 128GB Q8_0 ~64,324 0%
Mac Studio · M5 Ultra 192GB Q8_0 ~64,324 0%
Mac Studio · M5 Ultra 256GB Q8_0 ~64,324 0%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~48,243 1%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~48,243 1%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~48,243 0%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~48,243 0%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~48,243 1%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~48,243 1%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~48,243 0%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~48,243 0%
Mac Studio · M6 Max 48GB Q8_0 ~48,243 1%
Mac Studio · M6 Max 64GB Q8_0 ~48,243 1%
Mac Studio · M6 Max 128GB Q8_0 ~48,243 0%
Mac Studio · M6 Max 192GB Q8_0 ~48,243 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~41,905 1%
Mac Studio · M1 Ultra 128GB Q8_0 ~41,905 0%
Mac Studio · M2 Ultra 64GB Q8_0 ~41,905 1%
Mac Studio · M2 Ultra 96GB Q8_0 ~41,905 1%
Mac Studio · M2 Ultra 128GB Q8_0 ~41,905 0%
Mac Studio · M2 Ultra 192GB Q8_0 ~41,905 0%
Mac Studio · M3 Ultra 96GB Q8_0 ~41,905 1%
Mac Studio · M3 Ultra 192GB Q8_0 ~41,905 0%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~32,162 1%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~32,162 1%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~32,162 1%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~32,162 0%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~32,162 1%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~32,162 1%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~32,162 1%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~32,162 0%
Mac Studio · M5 Max 36GB Q8_0 ~32,162 1%
Mac Studio · M5 Max 64GB Q8_0 ~32,162 1%
Mac Studio · M5 Max 128GB Q8_0 ~32,162 0%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~28,600 1%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~28,600 1%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~28,600 1%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~28,600 0%
Mac Studio · M4 Max 36GB Q8_0 ~28,600 1%
Mac Studio · M4 Max 64GB Q8_0 ~28,600 1%
Mac Studio · M4 Max 128GB Q8_0 ~28,600 0%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~21,476 2%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~21,476 1%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~21,476 1%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~21,476 2%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~21,476 1%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~21,476 1%
Mac Mini · M6 Pro 24GB Q8_0 ~21,476 2%
Mac Mini · M6 Pro 48GB Q8_0 ~21,476 1%
Mac Mini · M6 Pro 64GB Q8_0 ~21,476 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~20,952 2%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~20,952 1%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~20,952 2%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~20,952 1%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~20,952 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~20,952 1%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~20,952 1%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~20,952 1%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~20,952 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~20,952 0%
Mac Studio · M1 Max 32GB Q8_0 ~20,952 2%
Mac Studio · M1 Max 64GB Q8_0 ~20,952 1%
Mac Studio · M2 Max 32GB Q8_0 ~20,952 2%
Mac Studio · M2 Max 64GB Q8_0 ~20,952 1%
Mac Studio · M2 Max 96GB Q8_0 ~20,952 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~16,081 2%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~16,081 1%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~16,081 1%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~16,081 2%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~16,081 1%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~14,300 2%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~14,300 1%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~14,300 2%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~14,300 1%
Mac Mini · M4 Pro 24GB Q8_0 ~14,300 2%
Mac Mini · M4 Pro 48GB Q8_0 ~14,300 1%
MacBook Air · M6 16GB Q8_0 ~10,686 3%
MacBook Air · M6 24GB Q8_0 ~10,686 2%
MacBook Air · M6 32GB Q8_0 ~10,686 2%
MacBook Pro 14" · M6 16GB Q8_0 ~10,686 3%
MacBook Pro 14" · M6 24GB Q8_0 ~10,686 2%
MacBook Pro 14" · M6 32GB Q8_0 ~10,686 2%
Mac Mini · M6 16GB Q8_0 ~10,686 3%
Mac Mini · M6 24GB Q8_0 ~10,686 2%
Mac Mini · M6 32GB Q8_0 ~10,686 2%
iMac · M6 16GB Q8_0 ~10,686 3%
iMac · M6 24GB Q8_0 ~10,686 2%
iMac · M6 32GB Q8_0 ~10,686 2%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~10,476 3%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~10,476 2%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~10,476 3%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~10,476 2%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~10,476 3%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~10,476 2%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~10,476 3%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~10,476 2%
Mac Mini · M2 Pro 16GB Q8_0 ~10,476 3%
Mac Mini · M2 Pro 32GB Q8_0 ~10,476 2%
MacBook Air · M5 16GB Q8_0 ~8,046 3%
MacBook Air · M5 24GB Q8_0 ~8,046 2%
MacBook Air · M5 32GB Q8_0 ~8,046 2%
MacBook Pro 14" · M5 16GB Q8_0 ~8,046 3%
MacBook Pro 14" · M5 24GB Q8_0 ~8,046 2%
MacBook Pro 14" · M5 32GB Q8_0 ~8,046 2%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~7,857 3%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~7,857 1%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~7,857 3%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~7,857 1%
MacBook Air · M4 16GB Q8_0 ~6,286 3%
MacBook Air · M4 24GB Q8_0 ~6,286 2%
MacBook Air · M4 32GB Q8_0 ~6,286 2%
Mac Mini · M4 16GB Q8_0 ~6,286 3%
Mac Mini · M4 24GB Q8_0 ~6,286 2%
Mac Mini · M4 32GB Q8_0 ~6,286 2%
iMac · M4 16GB Q8_0 ~6,286 3%
iMac · M4 24GB Q8_0 ~6,286 2%
iMac · M4 32GB Q8_0 ~6,286 2%
MacBook Air · M2 8GB Q8_0 ~5,238 6%
MacBook Air · M2 16GB Q8_0 ~5,238 3%
MacBook Air · M2 24GB Q8_0 ~5,238 2%
MacBook Air · M3 8GB Q8_0 ~5,238 6%
MacBook Air · M3 16GB Q8_0 ~5,238 3%
MacBook Air · M3 24GB Q8_0 ~5,238 2%
Mac Mini · M2 8GB Q8_0 ~5,238 6%
Mac Mini · M2 16GB Q8_0 ~5,238 3%
Mac Mini · M2 24GB Q8_0 ~5,238 2%
iMac · M3 8GB Q8_0 ~5,238 6%
iMac · M3 16GB Q8_0 ~5,238 3%
iMac · M3 24GB Q8_0 ~5,238 2%
MacBook Air · M1 8GB Q8_0 ~3,575 6%
MacBook Air · M1 16GB Q8_0 ~3,575 3%
Mac Mini · M1 8GB Q8_0 ~3,575 6%
Mac Mini · M1 16GB Q8_0 ~3,575 3%
iMac · M1 8GB Q8_0 ~3,575 6%
iMac · M1 16GB Q8_0 ~3,575 3%

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