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MQT LLaVA 7b

General model by gordonhu · 7.05B 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

MQT LLaVA 7b fits comfortably in your 24 GB Mac using Q8_0 quantization, using 35% of your RAM.

~23 tok/s

Q8_0 · 8.4 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 8.4 GB~23 tok/s✓
Q6_K 6.6 GB~30 tok/s✓
Q5_K_M 5.8 GB~35 tok/s✓
Q4_K_M 5.1 GB~41 tok/s✓
Q3_K_M 4.3 GB~50 tok/s✓
Q2_K 3.6 GB~65 tok/s✓

Specifications

Parameters7.1B
Architecturellava_llama
Context Length4K
CategoryGeneral
Capabilitiesvision
Formatgguf
Minimum RAM3.9 GB
HuggingFace Downloads2,173
View on HuggingFace →

Which Mac Can Run MQT LLaVA 7b?

Minimum Mac

MacBook Pro 14" — M1 Pro 16GB

Q8_0 · ~15 tok/s · 52% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~61 9%
Mac Studio · M3 Ultra 256GB Q8_0 ~61 3%
Mac Studio · M3 Ultra 512GB Q8_0 ~61 2%
Mac Studio · M1 Ultra 64GB Q8_0 ~59 13%
Mac Studio · M1 Ultra 128GB Q8_0 ~59 7%
Mac Studio · M2 Ultra 64GB Q8_0 ~59 13%
Mac Studio · M2 Ultra 128GB Q8_0 ~59 7%
Mac Studio · M2 Ultra 192GB Q8_0 ~59 4%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~46 23%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~46 17%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~46 13%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~46 7%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~46 23%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~46 17%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~46 13%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~46 7%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~41 23%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~41 17%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~41 13%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~41 7%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~41 23%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~41 17%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~41 13%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~41 7%
Mac Studio · M4 Max 36GB Q8_0 ~41 23%
Mac Studio · M4 Max 48GB Q8_0 ~41 17%
Mac Studio · M4 Max 64GB Q8_0 ~41 13%
Mac Studio · M4 Max 128GB Q8_0 ~41 7%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~30 26%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~30 13%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~30 26%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~30 13%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~30 9%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~30 23%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~30 17%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~30 13%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~30 9%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~30 7%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~30 26%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~30 13%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~30 26%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~30 13%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~30 9%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~30 23%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~30 17%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~30 13%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~30 9%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~30 7%
Mac Studio · M1 Max 32GB Q8_0 ~30 26%
Mac Studio · M1 Max 64GB Q8_0 ~30 13%
Mac Studio · M2 Max 32GB Q8_0 ~30 26%
Mac Studio · M2 Max 64GB Q8_0 ~30 13%
Mac Studio · M2 Max 96GB Q8_0 ~30 9%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~23 35%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~23 17%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~23 13%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~23 35%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~23 17%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~23 13%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~20 35%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~20 17%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~20 35%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~20 17%
Mac mini · M4 Pro 24GB Q8_0 ~20 35%
Mac mini · M4 Pro 48GB Q8_0 ~20 17%
Mac mini · M4 Pro 64GB Q8_0 ~20 13%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~15 52%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~15 26%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~15 52%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~15 26%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~15 52%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~15 26%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~15 52%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~15 26%
Mac mini · M2 Pro 16GB Q8_0 ~15 52%
Mac mini · M2 Pro 32GB Q8_0 ~15 26%
MacBook Air · M5 16GB Q8_0 ~11 52%
MacBook Air · M5 24GB Q8_0 ~11 35%
MacBook Air · M5 32GB Q8_0 ~11 26%
MacBook Pro 14" · M5 16GB Q8_0 ~11 52%
MacBook Pro 14" · M5 24GB Q8_0 ~11 35%
MacBook Pro 14" · M5 32GB Q8_0 ~11 26%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~11 46%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~11 23%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~11 46%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~11 23%
MacBook Air · M4 16GB Q8_0 ~9 52%
MacBook Air · M4 24GB Q8_0 ~9 35%
MacBook Air · M4 32GB Q8_0 ~9 26%
MacBook Pro 14" · M4 16GB Q8_0 ~9 52%
MacBook Pro 14" · M4 24GB Q8_0 ~9 35%
MacBook Pro 14" · M4 32GB Q8_0 ~9 26%
Mac mini · M4 16GB Q8_0 ~9 52%
Mac mini · M4 24GB Q8_0 ~9 35%
Mac mini · M4 32GB Q8_0 ~9 26%
iMac · M4 16GB Q8_0 ~9 52%
iMac · M4 24GB Q8_0 ~9 35%
iMac · M4 32GB Q8_0 ~9 26%
MacBook Air · M2 16GB Q8_0 ~7 52%
MacBook Air · M2 24GB Q8_0 ~7 35%
MacBook Air · M3 16GB Q8_0 ~7 52%
MacBook Air · M3 24GB Q8_0 ~7 35%
MacBook Pro 14" · M3 16GB Q8_0 ~7 52%
MacBook Pro 14" · M3 24GB Q8_0 ~7 35%
Mac mini · M2 16GB Q8_0 ~7 52%
Mac mini · M2 24GB Q8_0 ~7 35%
iMac · M3 16GB Q8_0 ~7 52%
iMac · M3 24GB Q8_0 ~7 35%
MacBook Air · M1 16GB Q8_0 ~5 52%
Mac mini · M1 16GB Q8_0 ~5 52%
iMac · M1 16GB Q8_0 ~5 52%
MacBook Air · M2 8GB Q5_K_M ~11 72%
MacBook Air · M3 8GB Q5_K_M ~11 72%
MacBook Pro 14" · M3 8GB Q5_K_M ~11 72%
Mac mini · M2 8GB Q5_K_M ~11 72%
iMac · M3 8GB Q5_K_M ~11 72%
MacBook Air · M1 8GB Q5_K_M ~8 72%
Mac mini · M1 8GB Q5_K_M ~8 72%
iMac · M1 8GB Q5_K_M ~8 72%

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