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Mantis 8B siglip llama3

General model by tiger-lab · 8.48B parameters

Runs Excellently

Mantis 8B siglip llama3 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 41% of your RAM.

~17 tok/s

Q8_0 · 10.0 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 10.0 GB~17 tok/s
Q6_K 7.8 GB~22 tok/s
Q5_K_M 6.8 GB~26 tok/s
Q4_K_M 6.0 GB~31 tok/s
Q3_K_M 5.1 GB~37 tok/s
Q2_K 4.2 GB~48 tok/s

Specifications

Parameters8.5B
Architecturellava
Context Length8K
CategoryGeneral
Formatgguf
Minimum RAM4.7 GB
HuggingFace Downloads41,004

Which Mac Can Run Mantis 8B siglip llama3?

Minimum Mac

MacBook Air — M1 16GB

Q8_0 · ~4 tok/s · 62% RAM

MacQuanttok/sRAM %
MacBook Air · M1 16GB Q8_0 ~4 62%
MacBook Air · M2 16GB Q8_0 ~6 62%
MacBook Air · M3 16GB Q8_0 ~6 62%
MacBook Air · M4 16GB Q8_0 ~7 62%
MacBook Air · M5 16GB Q8_0 ~9 62%
MacBook Air · M6 16GB Q8_0 ~13 62%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~12 62%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~12 62%
MacBook Pro 14" · M5 16GB Q8_0 ~9 62%
MacBook Pro 14" · M6 16GB Q8_0 ~13 62%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~12 62%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~12 62%
Mac Mini · M1 16GB Q8_0 ~4 62%
Mac Mini · M2 16GB Q8_0 ~6 62%
Mac Mini · M2 Pro 16GB Q8_0 ~12 62%
Mac Mini · M4 16GB Q8_0 ~7 62%
Mac Mini · M6 16GB Q8_0 ~13 62%
iMac · M1 16GB Q8_0 ~4 62%
iMac · M3 16GB Q8_0 ~6 62%
iMac · M4 16GB Q8_0 ~7 62%
iMac · M6 16GB Q8_0 ~13 62%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~9 55%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~9 55%
MacBook Air · M2 24GB Q8_0 ~6 41%
MacBook Air · M3 24GB Q8_0 ~6 41%
MacBook Air · M4 24GB Q8_0 ~7 41%
MacBook Air · M5 24GB Q8_0 ~9 41%
MacBook Air · M6 24GB Q8_0 ~13 41%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~17 41%
MacBook Pro 14" · M5 24GB Q8_0 ~9 41%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~19 41%
MacBook Pro 14" · M6 24GB Q8_0 ~13 41%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~25 41%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~17 41%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~19 41%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~25 41%
Mac Mini · M2 24GB Q8_0 ~6 41%
Mac Mini · M4 24GB Q8_0 ~7 41%
Mac Mini · M4 Pro 24GB Q8_0 ~17 41%
Mac Mini · M6 24GB Q8_0 ~13 41%
Mac Mini · M6 Pro 24GB Q8_0 ~25 41%
iMac · M3 24GB Q8_0 ~6 41%
iMac · M4 24GB Q8_0 ~7 41%
iMac · M6 24GB Q8_0 ~13 41%
MacBook Air · M4 32GB Q8_0 ~7 31%
MacBook Air · M5 32GB Q8_0 ~9 31%
MacBook Air · M6 32GB Q8_0 ~13 31%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~12 31%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~12 31%
MacBook Pro 14" · M5 32GB Q8_0 ~9 31%
MacBook Pro 14" · M6 32GB Q8_0 ~13 31%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~12 31%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~25 31%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~12 31%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~25 31%
Mac Mini · M2 Pro 32GB Q8_0 ~12 31%
Mac Mini · M4 32GB Q8_0 ~7 31%
Mac Mini · M6 32GB Q8_0 ~13 31%
Mac Studio · M1 Max 32GB Q8_0 ~25 31%
Mac Studio · M2 Max 32GB Q8_0 ~25 31%
iMac · M4 32GB Q8_0 ~7 31%
iMac · M6 32GB Q8_0 ~13 31%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~9 28%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~38 28%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~9 28%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~25 28%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~34 28%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~38 28%
Mac Studio · M4 Max 36GB Q8_0 ~34 28%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~17 21%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~19 21%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~38 21%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~25 21%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~57 21%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~25 21%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~17 21%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~34 21%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~19 21%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~38 21%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~25 21%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~57 21%
Mac Mini · M4 Pro 48GB Q8_0 ~17 21%
Mac Mini · M6 Pro 48GB Q8_0 ~25 21%
Mac Studio · M6 Max 48GB Q8_0 ~57 21%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~19 16%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~38 16%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~25 16%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~57 16%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~25 16%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~25 16%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~25 16%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~34 16%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~38 16%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~25 16%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~57 16%
Mac Mini · M6 Pro 64GB Q8_0 ~25 16%
Mac Studio · M1 Max 64GB Q8_0 ~25 16%
Mac Studio · M1 Ultra 64GB Q8_0 ~49 16%
Mac Studio · M2 Max 64GB Q8_0 ~25 16%
Mac Studio · M2 Ultra 64GB Q8_0 ~49 16%
Mac Studio · M4 Max 64GB Q8_0 ~34 16%
Mac Studio · M6 Max 64GB Q8_0 ~57 16%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~25 10%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~25 10%
Mac Studio · M2 Max 96GB Q8_0 ~25 10%
Mac Studio · M2 Ultra 96GB Q8_0 ~49 10%
Mac Pro · M2 Ultra 96GB Q8_0 ~49 10%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~38 8%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~57 8%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~25 8%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~34 8%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~38 8%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~57 8%
Mac Studio · M1 Ultra 128GB Q8_0 ~49 8%
Mac Studio · M2 Ultra 128GB Q8_0 ~49 8%
Mac Studio · M4 Max 128GB Q8_0 ~34 8%
Mac Studio · M4 Ultra 128GB Q8_0 ~51 8%
Mac Studio · M6 Max 128GB Q8_0 ~57 8%
Mac Pro · M2 Ultra 128GB Q8_0 ~49 8%
Mac Pro · M4 Ultra 128GB Q8_0 ~51 8%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~57 5%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~57 5%
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~114 5%
Mac Studio · M2 Ultra 192GB Q8_0 ~49 5%
Mac Studio · M4 Ultra 192GB Q8_0 ~51 5%
Mac Studio · M6 Max 192GB Q8_0 ~57 5%
Mac Studio · M6 Ultra 192GB Q8_0 ~114 5%
Mac Pro · M2 Ultra 192GB Q8_0 ~49 5%
Mac Pro · M4 Ultra 192GB Q8_0 ~51 5%
Mac Pro · M6 Ultra 192GB Q8_0 ~114 5%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~114 4%
Mac Studio · M4 Ultra 256GB Q8_0 ~51 4%
Mac Studio · M6 Ultra 256GB Q8_0 ~114 4%
Mac Pro · M4 Ultra 256GB Q8_0 ~51 4%
Mac Pro · M6 Ultra 256GB Q8_0 ~114 4%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~114 3%
Mac Studio · M6 Ultra 384GB Q8_0 ~114 3%
Mac Pro · M6 Ultra 384GB Q8_0 ~114 3%
MacBook Air · M1 8GB Q4_K_M ~8 75%
MacBook Air · M2 8GB Q4_K_M ~11 75%
MacBook Air · M3 8GB Q4_K_M ~11 75%
Mac Mini · M1 8GB Q4_K_M ~8 75%
Mac Mini · M2 8GB Q4_K_M ~11 75%
iMac · M1 8GB Q4_K_M ~8 75%
iMac · M3 8GB Q4_K_M ~11 75%

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