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llava v1.6 vicuna 13b hf

General model by llava-hf · 13.35B 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

llava v1.6 vicuna 13b hf fits comfortably in your 24 GB Mac using Q8_0 quantization, using 64% of your RAM.

~12 tok/s

Q8_0 · 15.4 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 15.4 GB~12 tok/s✓
Q6_K 12.1 GB~16 tok/s✓
Q5_K_M 10.5 GB~19 tok/s✓
Q4_K_M 9.1 GB~22 tok/s✓
Q3_K_M 7.8 GB~26 tok/s✓
Q2_K 6.3 GB~34 tok/s✓

Specifications

Parameters13.4B
Architecturellava_next
Context Length4K
CategoryGeneral
Capabilitiesvision
Formatgguf
Minimum RAM7.5 GB
HuggingFace Downloads24,224
View on HuggingFace →

Which Mac Can Run llava v1.6 vicuna 13b hf?

Minimum Mac

MacBook Pro 14" — M1 Pro 16GB

Q6_K · ~10 tok/s · 75% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~32 16%
Mac Studio · M3 Ultra 256GB Q8_0 ~32 6%
Mac Studio · M3 Ultra 512GB Q8_0 ~32 3%
Mac Studio · M1 Ultra 64GB Q8_0 ~31 24%
Mac Studio · M1 Ultra 128GB Q8_0 ~31 12%
Mac Studio · M2 Ultra 64GB Q8_0 ~31 24%
Mac Studio · M2 Ultra 128GB Q8_0 ~31 12%
Mac Studio · M2 Ultra 192GB Q8_0 ~31 8%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~24 43%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~24 32%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~24 24%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~24 12%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~24 43%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~24 32%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~24 24%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~24 12%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~21 43%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~21 32%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~21 24%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~21 12%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~21 43%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~21 32%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~21 24%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~21 12%
Mac Studio · M4 Max 36GB Q8_0 ~21 43%
Mac Studio · M4 Max 48GB Q8_0 ~21 32%
Mac Studio · M4 Max 64GB Q8_0 ~21 24%
Mac Studio · M4 Max 128GB Q8_0 ~21 12%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~16 48%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~16 24%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~16 48%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~16 24%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~16 16%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~16 43%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~16 32%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~16 24%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~16 16%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~16 12%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~16 48%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~16 24%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~16 48%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~16 24%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~16 16%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~16 43%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~16 32%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~16 24%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~16 16%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~16 12%
Mac Studio · M1 Max 32GB Q8_0 ~16 48%
Mac Studio · M1 Max 64GB Q8_0 ~16 24%
Mac Studio · M2 Max 32GB Q8_0 ~16 48%
Mac Studio · M2 Max 64GB Q8_0 ~16 24%
Mac Studio · M2 Max 96GB Q8_0 ~16 16%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~12 64%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~12 32%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~12 24%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~12 64%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~12 32%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~12 24%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~11 64%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~11 32%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~11 64%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~11 32%
Mac mini · M4 Pro 24GB Q8_0 ~11 64%
Mac mini · M4 Pro 48GB Q8_0 ~11 32%
Mac mini · M4 Pro 64GB Q8_0 ~11 24%
MacBook Pro 14" · M1 Pro 16GB Q6_K ~10 75%
MacBook Pro 14" · M2 Pro 16GB Q6_K ~10 75%
MacBook Pro 16" · M1 Pro 16GB Q6_K ~10 75%
MacBook Pro 16" · M2 Pro 16GB Q6_K ~10 75%
Mac mini · M2 Pro 16GB Q6_K ~10 75%
MacBook Air · M5 16GB Q6_K ~8 75%
MacBook Pro 14" · M5 16GB Q6_K ~8 75%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~8 48%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~8 48%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~8 48%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~8 48%
Mac mini · M2 Pro 32GB Q8_0 ~8 48%
MacBook Pro 14" · M3 Pro 18GB Q6_K ~8 67%
MacBook Pro 16" · M3 Pro 18GB Q6_K ~8 67%
MacBook Air · M4 16GB Q6_K ~6 75%
MacBook Pro 14" · M4 16GB Q6_K ~6 75%
Mac mini · M4 16GB Q6_K ~6 75%
iMac · M4 16GB Q6_K ~6 75%
MacBook Air · M5 24GB Q8_0 ~6 64%
MacBook Air · M5 32GB Q8_0 ~6 48%
MacBook Pro 14" · M5 24GB Q8_0 ~6 64%
MacBook Pro 14" · M5 32GB Q8_0 ~6 48%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~6 43%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~6 43%
MacBook Air · M2 16GB Q6_K ~5 75%
MacBook Air · M3 16GB Q6_K ~5 75%
MacBook Pro 14" · M3 16GB Q6_K ~5 75%
Mac mini · M2 16GB Q6_K ~5 75%
iMac · M3 16GB Q6_K ~5 75%
MacBook Air · M4 24GB Q8_0 ~5 64%
MacBook Air · M4 32GB Q8_0 ~5 48%
MacBook Pro 14" · M4 24GB Q8_0 ~5 64%
MacBook Pro 14" · M4 32GB Q8_0 ~5 48%
Mac mini · M4 24GB Q8_0 ~5 64%
Mac mini · M4 32GB Q8_0 ~5 48%
iMac · M4 24GB Q8_0 ~5 64%
iMac · M4 32GB Q8_0 ~5 48%
MacBook Air · M2 24GB Q8_0 ~4 64%
MacBook Air · M3 24GB Q8_0 ~4 64%
MacBook Pro 14" · M3 24GB Q8_0 ~4 64%
Mac mini · M2 24GB Q8_0 ~4 64%
iMac · M3 24GB Q8_0 ~4 64%
MacBook Air · M1 16GB Q6_K ~4 75%
Mac mini · M1 16GB Q6_K ~4 75%
iMac · M1 16GB Q6_K ~4 75%
MacBook Air · M2 8GB Q2_K ~11 79%
MacBook Air · M3 8GB Q2_K ~11 79%
MacBook Pro 14" · M3 8GB Q2_K ~11 79%
Mac mini · M2 8GB Q2_K ~11 79%
iMac · M3 8GB Q2_K ~11 79%
MacBook Air · M1 8GB Q2_K ~8 79%
Mac mini · M1 8GB Q2_K ~8 79%
iMac · M1 8GB Q2_K ~8 79%

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