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blip2 opt 6.7b

General model by salesforce · 7.75B parameters

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

Runs Excellently

blip2 opt 6.7b fits comfortably in your 24 GB Mac using Q8_0 quantization, using 38% of your RAM.

~21 tok/s

Q8_0 · 9.1 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 9.1 GB~21 tok/s✓
Q6_K 7.2 GB~27 tok/s✓
Q5_K_M 6.3 GB~32 tok/s✓
Q4_K_M 5.5 GB~38 tok/s✓
Q3_K_M 4.7 GB~45 tok/s✓
Q2_K 3.9 GB~59 tok/s✓

Specifications

Parameters7.8B
Architectureblip-2
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM4.3 GB
HuggingFace Downloads32,492
View on HuggingFace →

Which Mac Can Run blip2 opt 6.7b?

Minimum Mac

MacBook Air — M6 16GB

Q8_0 · ~14 tok/s · 57% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~125 5%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~125 4%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~125 2%
Mac Studio · M6 Ultra 192GB Q8_0 ~125 5%
Mac Studio · M6 Ultra 256GB Q8_0 ~125 4%
Mac Studio · M6 Ultra 384GB Q8_0 ~125 2%
Mac Studio · M5 Ultra 128GB Q8_0 ~83 7%
Mac Studio · M5 Ultra 192GB Q8_0 ~83 5%
Mac Studio · M5 Ultra 256GB Q8_0 ~83 4%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~62 19%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~62 14%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~62 7%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~62 5%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~62 19%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~62 14%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~62 7%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~62 5%
Mac Studio · M6 Max 48GB Q8_0 ~62 19%
Mac Studio · M6 Max 64GB Q8_0 ~62 14%
Mac Studio · M6 Max 128GB Q8_0 ~62 7%
Mac Studio · M6 Max 192GB Q8_0 ~62 5%
Mac Studio · M1 Ultra 64GB Q8_0 ~54 14%
Mac Studio · M1 Ultra 128GB Q8_0 ~54 7%
Mac Studio · M2 Ultra 64GB Q8_0 ~54 14%
Mac Studio · M2 Ultra 96GB Q8_0 ~54 10%
Mac Studio · M2 Ultra 128GB Q8_0 ~54 7%
Mac Studio · M2 Ultra 192GB Q8_0 ~54 5%
Mac Studio · M3 Ultra 96GB Q8_0 ~54 10%
Mac Studio · M3 Ultra 192GB Q8_0 ~54 5%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~41 25%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~41 19%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~41 14%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~41 7%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~41 25%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~41 19%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~41 14%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~41 7%
Mac Studio · M5 Max 36GB Q8_0 ~41 25%
Mac Studio · M5 Max 64GB Q8_0 ~41 14%
Mac Studio · M5 Max 128GB Q8_0 ~41 7%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~37 25%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~37 19%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~37 14%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~37 7%
Mac Studio · M4 Max 36GB Q8_0 ~37 25%
Mac Studio · M4 Max 64GB Q8_0 ~37 14%
Mac Studio · M4 Max 128GB Q8_0 ~37 7%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~28 38%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~28 19%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~28 14%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~28 38%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~28 19%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~28 14%
Mac Mini · M6 Pro 24GB Q8_0 ~28 38%
Mac Mini · M6 Pro 48GB Q8_0 ~28 19%
Mac Mini · M6 Pro 64GB Q8_0 ~28 14%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~27 29%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~27 14%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~27 29%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~27 14%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~27 10%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~27 25%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~27 19%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~27 14%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~27 10%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~27 7%
Mac Studio · M1 Max 32GB Q8_0 ~27 29%
Mac Studio · M1 Max 64GB Q8_0 ~27 14%
Mac Studio · M2 Max 32GB Q8_0 ~27 29%
Mac Studio · M2 Max 64GB Q8_0 ~27 14%
Mac Studio · M2 Max 96GB Q8_0 ~27 10%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~21 38%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~21 19%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~21 14%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~21 38%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~21 19%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~18 38%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~18 19%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~18 38%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~18 19%
Mac Mini · M4 Pro 24GB Q8_0 ~18 38%
Mac Mini · M4 Pro 48GB Q8_0 ~18 19%
MacBook Air · M6 16GB Q8_0 ~14 57%
MacBook Air · M6 24GB Q8_0 ~14 38%
MacBook Air · M6 32GB Q8_0 ~14 29%
MacBook Pro 14" · M6 16GB Q8_0 ~14 57%
MacBook Pro 14" · M6 24GB Q8_0 ~14 38%
MacBook Pro 14" · M6 32GB Q8_0 ~14 29%
Mac Mini · M6 16GB Q8_0 ~14 57%
Mac Mini · M6 24GB Q8_0 ~14 38%
Mac Mini · M6 32GB Q8_0 ~14 29%
iMac · M6 16GB Q8_0 ~14 57%
iMac · M6 24GB Q8_0 ~14 38%
iMac · M6 32GB Q8_0 ~14 29%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~14 57%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~14 29%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~14 57%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~14 29%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~14 57%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~14 29%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~14 57%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~14 29%
Mac Mini · M2 Pro 16GB Q8_0 ~14 57%
Mac Mini · M2 Pro 32GB Q8_0 ~14 29%
MacBook Air · M5 16GB Q8_0 ~10 57%
MacBook Air · M5 24GB Q8_0 ~10 38%
MacBook Air · M5 32GB Q8_0 ~10 29%
MacBook Pro 14" · M5 16GB Q8_0 ~10 57%
MacBook Pro 14" · M5 24GB Q8_0 ~10 38%
MacBook Pro 14" · M5 32GB Q8_0 ~10 29%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~10 51%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~10 25%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~10 51%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~10 25%
MacBook Air · M4 16GB Q8_0 ~8 57%
MacBook Air · M4 24GB Q8_0 ~8 38%
MacBook Air · M4 32GB Q8_0 ~8 29%
Mac Mini · M4 16GB Q8_0 ~8 57%
Mac Mini · M4 24GB Q8_0 ~8 38%
Mac Mini · M4 32GB Q8_0 ~8 29%
iMac · M4 16GB Q8_0 ~8 57%
iMac · M4 24GB Q8_0 ~8 38%
iMac · M4 32GB Q8_0 ~8 29%
MacBook Air · M2 16GB Q8_0 ~7 57%
MacBook Air · M2 24GB Q8_0 ~7 38%
MacBook Air · M3 16GB Q8_0 ~7 57%
MacBook Air · M3 24GB Q8_0 ~7 38%
Mac Mini · M2 16GB Q8_0 ~7 57%
Mac Mini · M2 24GB Q8_0 ~7 38%
iMac · M3 16GB Q8_0 ~7 57%
iMac · M3 24GB Q8_0 ~7 38%
MacBook Air · M1 16GB Q8_0 ~5 57%
Mac Mini · M1 16GB Q8_0 ~5 57%
iMac · M1 16GB Q8_0 ~5 57%
MacBook Air · M2 8GB Q5_K_M ~10 78%
MacBook Air · M3 8GB Q5_K_M ~10 78%
Mac Mini · M2 8GB Q5_K_M ~10 78%
iMac · M3 8GB Q5_K_M ~10 78%
MacBook Air · M1 8GB Q5_K_M ~7 78%
Mac Mini · M1 8GB Q5_K_M ~7 78%
iMac · M1 8GB Q5_K_M ~7 78%

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