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Idefics3 8B Llama3

Multimodal model by huggingfacem4 · 8.46B 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

Idefics3 8B Llama3 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 41% of your RAM.

~19 tok/s

Q8_0 · 9.9 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 9.9 GB~19 tok/s✓
Q6_K 7.8 GB~25 tok/s✓
Q5_K_M 6.8 GB~29 tok/s✓
Q4_K_M 6.0 GB~34 tok/s✓
Q3_K_M 5.1 GB~42 tok/s✓
Q2_K 4.2 GB~54 tok/s✓

Specifications

Parameters8.5B
Architectureidefics3
Context Length1.0M
CategoryMultimodal
Capabilitiesvision
Formatgguf
Minimum RAM4.7 GB
Licenseapache-2.0
HuggingFace Downloads435,541
View on HuggingFace →

Which Mac Can Run Idefics3 8B Llama3?

Minimum Mac

MacBook Pro 14" — M1 Pro 16GB

Q8_0 · ~12 tok/s · 62% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~51 10%
Mac Studio · M3 Ultra 256GB Q8_0 ~51 4%
Mac Studio · M3 Ultra 512GB Q8_0 ~51 2%
Mac Studio · M1 Ultra 64GB Q8_0 ~50 16%
Mac Studio · M1 Ultra 128GB Q8_0 ~50 8%
Mac Studio · M2 Ultra 64GB Q8_0 ~50 16%
Mac Studio · M2 Ultra 128GB Q8_0 ~50 8%
Mac Studio · M2 Ultra 192GB Q8_0 ~50 5%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~38 28%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~38 21%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~38 16%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~38 8%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~38 28%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~38 21%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~38 16%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~38 8%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~34 28%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~34 21%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~34 16%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~34 8%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~34 28%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~34 21%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~34 16%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~34 8%
Mac Studio · M4 Max 36GB Q8_0 ~34 28%
Mac Studio · M4 Max 48GB Q8_0 ~34 21%
Mac Studio · M4 Max 64GB Q8_0 ~34 16%
Mac Studio · M4 Max 128GB Q8_0 ~34 8%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~25 31%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~25 16%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~25 31%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~25 16%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~25 10%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~25 28%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~25 21%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~25 16%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~25 10%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~25 8%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~25 31%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~25 16%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~25 31%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~25 16%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~25 10%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~25 28%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~25 21%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~25 16%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~25 10%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~25 8%
Mac Studio · M1 Max 32GB Q8_0 ~25 31%
Mac Studio · M1 Max 64GB Q8_0 ~25 16%
Mac Studio · M2 Max 32GB Q8_0 ~25 31%
Mac Studio · M2 Max 64GB Q8_0 ~25 16%
Mac Studio · M2 Max 96GB Q8_0 ~25 10%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~19 41%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~19 21%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~19 16%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~19 41%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~19 21%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~19 16%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~17 41%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~17 21%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~17 41%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~17 21%
Mac mini · M4 Pro 24GB Q8_0 ~17 41%
Mac mini · M4 Pro 48GB Q8_0 ~17 21%
Mac mini · M4 Pro 64GB Q8_0 ~17 16%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~12 62%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~12 31%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~12 62%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~12 31%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~12 62%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~12 31%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~12 62%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~12 31%
Mac mini · M2 Pro 16GB Q8_0 ~12 62%
Mac mini · M2 Pro 32GB Q8_0 ~12 31%
MacBook Air · M5 16GB Q8_0 ~9 62%
MacBook Air · M5 24GB Q8_0 ~9 41%
MacBook Air · M5 32GB Q8_0 ~9 31%
MacBook Pro 14" · M5 16GB Q8_0 ~9 62%
MacBook Pro 14" · M5 24GB Q8_0 ~9 41%
MacBook Pro 14" · M5 32GB Q8_0 ~9 31%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~9 55%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~9 28%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~9 55%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~9 28%
MacBook Air · M4 16GB Q8_0 ~7 62%
MacBook Air · M4 24GB Q8_0 ~7 41%
MacBook Air · M4 32GB Q8_0 ~7 31%
MacBook Pro 14" · M4 16GB Q8_0 ~7 62%
MacBook Pro 14" · M4 24GB Q8_0 ~7 41%
MacBook Pro 14" · M4 32GB Q8_0 ~7 31%
Mac mini · M4 16GB Q8_0 ~7 62%
Mac mini · M4 24GB Q8_0 ~7 41%
Mac mini · M4 32GB Q8_0 ~7 31%
iMac · M4 16GB Q8_0 ~7 62%
iMac · M4 24GB Q8_0 ~7 41%
iMac · M4 32GB Q8_0 ~7 31%
MacBook Air · M2 16GB Q8_0 ~6 62%
MacBook Air · M2 24GB Q8_0 ~6 41%
MacBook Air · M3 16GB Q8_0 ~6 62%
MacBook Air · M3 24GB Q8_0 ~6 41%
MacBook Pro 14" · M3 16GB Q8_0 ~6 62%
MacBook Pro 14" · M3 24GB Q8_0 ~6 41%
Mac mini · M2 16GB Q8_0 ~6 62%
Mac mini · M2 24GB Q8_0 ~6 41%
iMac · M3 16GB Q8_0 ~6 62%
iMac · M3 24GB Q8_0 ~6 41%
MacBook Air · M1 16GB Q8_0 ~4 62%
Mac mini · M1 16GB Q8_0 ~4 62%
iMac · M1 16GB Q8_0 ~4 62%
MacBook Air · M2 8GB Q4_K_M ~11 75%
MacBook Air · M3 8GB Q4_K_M ~11 75%
MacBook Pro 14" · M3 8GB Q4_K_M ~11 75%
Mac mini · M2 8GB Q4_K_M ~11 75%
iMac · M3 8GB Q4_K_M ~11 75%
MacBook Air · M1 8GB Q4_K_M ~8 75%
Mac mini · M1 8GB Q4_K_M ~8 75%
iMac · M1 8GB Q4_K_M ~8 75%

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