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tiny mixtral

General model by titanml · 0.25B parameters

Runs Excellently

tiny mixtral fits comfortably in your 24 GB Mac using Q8_0 quantization, using 3% of your RAM.

~2,014 tok/s

Q8_0 · 0.8 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 0.8 GB~2,014 tok/s
Q6_K 0.7 GB~2,643 tok/s
Q5_K_M 0.7 GB~3,110 tok/s
Q4_K_M 0.7 GB~3,646 tok/s
Q3_K_M 0.6 GB~4,406 tok/s
Q2_K 0.6 GB~5,716 tok/s

Specifications

Parameters247M
Architecturemixtral
Context Length131K
CategoryGeneral
Mixture of Experts 8 experts, 2 active
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads88,355

Which Mac Can Run tiny mixtral?

Minimum Mac

MacBook Air — M1 8GB

Q8_0 · ~504 tok/s · 10% RAM

MacQuanttok/sRAM %
MacBook Air · M1 8GB Q8_0 ~504 10%
MacBook Air · M2 8GB Q8_0 ~738 10%
MacBook Air · M3 8GB Q8_0 ~738 10%
Mac Mini · M1 8GB Q8_0 ~504 10%
Mac Mini · M2 8GB Q8_0 ~738 10%
iMac · M1 8GB Q8_0 ~504 10%
iMac · M3 8GB Q8_0 ~738 10%
MacBook Air · M1 16GB Q8_0 ~504 5%
MacBook Air · M2 16GB Q8_0 ~738 5%
MacBook Air · M3 16GB Q8_0 ~738 5%
MacBook Air · M4 16GB Q8_0 ~885 5%
MacBook Air · M5 16GB Q8_0 ~1,133 5%
MacBook Air · M6 16GB Q8_0 ~1,505 5%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~1,475 5%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~1,475 5%
MacBook Pro 14" · M5 16GB Q8_0 ~1,133 5%
MacBook Pro 14" · M6 16GB Q8_0 ~1,505 5%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~1,475 5%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~1,475 5%
Mac Mini · M1 16GB Q8_0 ~504 5%
Mac Mini · M2 16GB Q8_0 ~738 5%
Mac Mini · M2 Pro 16GB Q8_0 ~1,475 5%
Mac Mini · M4 16GB Q8_0 ~885 5%
Mac Mini · M6 16GB Q8_0 ~1,505 5%
iMac · M1 16GB Q8_0 ~504 5%
iMac · M3 16GB Q8_0 ~738 5%
iMac · M4 16GB Q8_0 ~885 5%
iMac · M6 16GB Q8_0 ~1,505 5%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~1,107 4%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~1,107 4%
MacBook Air · M2 24GB Q8_0 ~738 3%
MacBook Air · M3 24GB Q8_0 ~738 3%
MacBook Air · M4 24GB Q8_0 ~885 3%
MacBook Air · M5 24GB Q8_0 ~1,133 3%
MacBook Air · M6 24GB Q8_0 ~1,505 3%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~2,014 3%
MacBook Pro 14" · M5 24GB Q8_0 ~1,133 3%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~2,265 3%
MacBook Pro 14" · M6 24GB Q8_0 ~1,505 3%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~3,025 3%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~2,014 3%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~2,265 3%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~3,025 3%
Mac Mini · M2 24GB Q8_0 ~738 3%
Mac Mini · M4 24GB Q8_0 ~885 3%
Mac Mini · M4 Pro 24GB Q8_0 ~2,014 3%
Mac Mini · M6 24GB Q8_0 ~1,505 3%
Mac Mini · M6 Pro 24GB Q8_0 ~3,025 3%
iMac · M3 24GB Q8_0 ~738 3%
iMac · M4 24GB Q8_0 ~885 3%
iMac · M6 24GB Q8_0 ~1,505 3%
MacBook Air · M4 32GB Q8_0 ~885 2%
MacBook Air · M5 32GB Q8_0 ~1,133 2%
MacBook Air · M6 32GB Q8_0 ~1,505 2%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~1,475 2%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~1,475 2%
MacBook Pro 14" · M5 32GB Q8_0 ~1,133 2%
MacBook Pro 14" · M6 32GB Q8_0 ~1,505 2%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~1,475 2%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~2,951 2%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~1,475 2%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~2,951 2%
Mac Mini · M2 Pro 32GB Q8_0 ~1,475 2%
Mac Mini · M4 32GB Q8_0 ~885 2%
Mac Mini · M6 32GB Q8_0 ~1,505 2%
Mac Studio · M1 Max 32GB Q8_0 ~2,951 2%
Mac Studio · M2 Max 32GB Q8_0 ~2,951 2%
iMac · M4 32GB Q8_0 ~885 2%
iMac · M6 32GB Q8_0 ~1,505 2%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~1,107 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~4,530 2%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~1,107 2%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~2,951 2%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~4,028 2%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~4,530 2%
Mac Studio · M4 Max 36GB Q8_0 ~4,028 2%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~2,014 2%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~2,265 2%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~4,530 2%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~3,025 2%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~6,795 2%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~2,951 2%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~2,014 2%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~4,028 2%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~2,265 2%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~4,530 2%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~3,025 2%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~6,795 2%
Mac Mini · M4 Pro 48GB Q8_0 ~2,014 2%
Mac Mini · M6 Pro 48GB Q8_0 ~3,025 2%
Mac Studio · M6 Max 48GB Q8_0 ~6,795 2%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~2,265 1%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~4,530 1%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~3,025 1%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~6,795 1%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~2,951 1%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~2,951 1%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~2,951 1%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~4,028 1%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~4,530 1%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~3,025 1%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~6,795 1%
Mac Mini · M6 Pro 64GB Q8_0 ~3,025 1%
Mac Studio · M1 Max 64GB Q8_0 ~2,951 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~5,902 1%
Mac Studio · M2 Max 64GB Q8_0 ~2,951 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~5,902 1%
Mac Studio · M4 Max 64GB Q8_0 ~4,028 1%
Mac Studio · M6 Max 64GB Q8_0 ~6,795 1%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~2,951 1%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~2,951 1%
Mac Studio · M2 Max 96GB Q8_0 ~2,951 1%
Mac Studio · M2 Ultra 96GB Q8_0 ~5,902 1%
Mac Pro · M2 Ultra 96GB Q8_0 ~5,902 1%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~4,530 1%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~6,795 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~2,951 1%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~4,028 1%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~4,530 1%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~6,795 1%
Mac Studio · M1 Ultra 128GB Q8_0 ~5,902 1%
Mac Studio · M2 Ultra 128GB Q8_0 ~5,902 1%
Mac Studio · M4 Max 128GB Q8_0 ~4,028 1%
Mac Studio · M4 Ultra 128GB Q8_0 ~6,042 1%
Mac Studio · M6 Max 128GB Q8_0 ~6,795 1%
Mac Pro · M2 Ultra 128GB Q8_0 ~5,902 1%
Mac Pro · M4 Ultra 128GB Q8_0 ~6,042 1%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~6,795 0%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~6,795 0%
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~13,597 0%
Mac Studio · M2 Ultra 192GB Q8_0 ~5,902 0%
Mac Studio · M4 Ultra 192GB Q8_0 ~6,042 0%
Mac Studio · M6 Max 192GB Q8_0 ~6,795 0%
Mac Studio · M6 Ultra 192GB Q8_0 ~13,597 0%
Mac Pro · M2 Ultra 192GB Q8_0 ~5,902 0%
Mac Pro · M4 Ultra 192GB Q8_0 ~6,042 0%
Mac Pro · M6 Ultra 192GB Q8_0 ~13,597 0%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~13,597 0%
Mac Studio · M4 Ultra 256GB Q8_0 ~6,042 0%
Mac Studio · M6 Ultra 256GB Q8_0 ~13,597 0%
Mac Pro · M4 Ultra 256GB Q8_0 ~6,042 0%
Mac Pro · M6 Ultra 256GB Q8_0 ~13,597 0%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~13,597 0%
Mac Studio · M6 Ultra 384GB Q8_0 ~13,597 0%
Mac Pro · M6 Ultra 384GB Q8_0 ~13,597 0%

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