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Llama 4 Scout 17B 16E Instruct quantized.w4a16

Chat model by redhatai · 19.6B parameters

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

Runs Excellently

Llama 4 Scout 17B 16E Instruct quantized.w4a16 fits comfortably in your 24 GB Mac using Q6_K quantization, using 73% of your RAM.

~98 tok/s

Q6_K · 17.5 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 22.4 GB~75 tok/s✗
Q6_K Recommended 17.5 GB~98 tok/s✓
Q5_K_M 15.1 GB~116 tok/s✓
Q4_K_M 13.2 GB~136 tok/s✓
Q3_K_M 11.2 GB~164 tok/s✓
Q2_K 9.0 GB~213 tok/s✓

Specifications

Parameters19.6B
Architecturellama4
Context Length10.5M
CategoryChat
Mixture of Experts 16 experts, 1 active
Formatgguf
Minimum RAM11 GB
HuggingFace Downloads24,887
View on HuggingFace →

Which Mac Can Run Llama 4 Scout 17B 16E Instruct quantized.w4a16?

Minimum Mac

MacBook Pro 14" — M6 Pro 24GB

Q6_K · ~131 tok/s · 73% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~450 12%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~450 9%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~450 6%
Mac Studio · M6 Ultra 192GB Q8_0 ~450 12%
Mac Studio · M6 Ultra 256GB Q8_0 ~450 9%
Mac Studio · M6 Ultra 384GB Q8_0 ~450 6%
Mac Studio · M5 Ultra 128GB Q8_0 ~300 17%
Mac Studio · M5 Ultra 192GB Q8_0 ~300 12%
Mac Studio · M5 Ultra 256GB Q8_0 ~300 9%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~225 47%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~225 35%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~225 17%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~225 12%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~225 47%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~225 35%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~225 17%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~225 12%
Mac Studio · M6 Max 48GB Q8_0 ~225 47%
Mac Studio · M6 Max 64GB Q8_0 ~225 35%
Mac Studio · M6 Max 128GB Q8_0 ~225 17%
Mac Studio · M6 Max 192GB Q8_0 ~225 12%
Mac Studio · M1 Ultra 64GB Q8_0 ~195 35%
Mac Studio · M1 Ultra 128GB Q8_0 ~195 17%
Mac Studio · M2 Ultra 64GB Q8_0 ~195 35%
Mac Studio · M2 Ultra 96GB Q8_0 ~195 23%
Mac Studio · M2 Ultra 128GB Q8_0 ~195 17%
Mac Studio · M2 Ultra 192GB Q8_0 ~195 12%
Mac Studio · M3 Ultra 96GB Q8_0 ~195 23%
Mac Studio · M3 Ultra 192GB Q8_0 ~195 12%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~150 62%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~150 47%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~150 35%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~150 17%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~150 62%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~150 47%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~150 35%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~150 17%
Mac Studio · M5 Max 36GB Q8_0 ~150 62%
Mac Studio · M5 Max 64GB Q8_0 ~150 35%
Mac Studio · M5 Max 128GB Q8_0 ~150 17%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~133 62%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~133 47%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~133 35%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~133 17%
Mac Studio · M4 Max 36GB Q8_0 ~133 62%
Mac Studio · M4 Max 64GB Q8_0 ~133 35%
Mac Studio · M4 Max 128GB Q8_0 ~133 17%
MacBook Pro 14" · M6 Pro 24GB Q6_K ~131 73%
MacBook Pro 16" · M6 Pro 24GB Q6_K ~131 73%
Mac Mini · M6 Pro 24GB Q6_K ~131 73%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~100 47%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~100 35%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~100 47%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~100 35%
Mac Mini · M6 Pro 48GB Q8_0 ~100 47%
Mac Mini · M6 Pro 64GB Q8_0 ~100 35%
MacBook Pro 14" · M5 Pro 24GB Q6_K ~98 73%
MacBook Pro 16" · M5 Pro 24GB Q6_K ~98 73%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~98 70%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~98 35%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~98 70%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~98 35%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~98 23%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~98 62%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~98 47%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~98 35%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~98 23%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~98 17%
Mac Studio · M1 Max 32GB Q8_0 ~98 70%
Mac Studio · M1 Max 64GB Q8_0 ~98 35%
Mac Studio · M2 Max 32GB Q8_0 ~98 70%
Mac Studio · M2 Max 64GB Q8_0 ~98 35%
Mac Studio · M2 Max 96GB Q8_0 ~98 23%
MacBook Pro 14" · M4 Pro 24GB Q6_K ~88 73%
MacBook Pro 16" · M4 Pro 24GB Q6_K ~88 73%
Mac Mini · M4 Pro 24GB Q6_K ~88 73%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~75 47%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~75 35%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~75 47%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~67 47%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~67 47%
Mac Mini · M4 Pro 48GB Q8_0 ~67 47%
MacBook Air · M6 24GB Q6_K ~65 73%
MacBook Pro 14" · M6 24GB Q6_K ~65 73%
Mac Mini · M6 24GB Q6_K ~65 73%
iMac · M6 24GB Q6_K ~65 73%
MacBook Air · M6 32GB Q8_0 ~50 70%
MacBook Pro 14" · M6 32GB Q8_0 ~50 70%
Mac Mini · M6 32GB Q8_0 ~50 70%
iMac · M6 32GB Q8_0 ~50 70%
MacBook Air · M5 24GB Q6_K ~49 73%
MacBook Pro 14" · M5 24GB Q6_K ~49 73%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~49 70%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~49 70%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~49 70%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~49 70%
Mac Mini · M2 Pro 32GB Q8_0 ~49 70%
MacBook Air · M4 24GB Q6_K ~38 73%
Mac Mini · M4 24GB Q6_K ~38 73%
iMac · M4 24GB Q6_K ~38 73%
MacBook Air · M5 32GB Q8_0 ~38 70%
MacBook Pro 14" · M5 32GB Q8_0 ~38 70%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~37 62%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~37 62%
MacBook Air · M2 24GB Q6_K ~32 73%
MacBook Air · M3 24GB Q6_K ~32 73%
Mac Mini · M2 24GB Q6_K ~32 73%
iMac · M3 24GB Q6_K ~32 73%
MacBook Air · M4 32GB Q8_0 ~29 70%
Mac Mini · M4 32GB Q8_0 ~29 70%
iMac · M4 32GB Q8_0 ~29 70%
MacBook Air · M6 16GB Q4_K_M ~90 82%
MacBook Pro 14" · M6 16GB Q4_K_M ~90 82%
Mac Mini · M6 16GB Q4_K_M ~90 82%
iMac · M6 16GB Q4_K_M ~90 82%
MacBook Pro 14" · M1 Pro 16GB Q4_K_M ~88 82%
MacBook Pro 14" · M2 Pro 16GB Q4_K_M ~88 82%
MacBook Pro 16" · M1 Pro 16GB Q4_K_M ~88 82%
MacBook Pro 16" · M2 Pro 16GB Q4_K_M ~88 82%
Mac Mini · M2 Pro 16GB Q4_K_M ~88 82%
MacBook Air · M5 16GB Q4_K_M ~68 82%
MacBook Pro 14" · M5 16GB Q4_K_M ~68 82%
MacBook Pro 14" · M3 Pro 18GB Q5_K_M ~57 84%
MacBook Pro 16" · M3 Pro 18GB Q5_K_M ~57 84%
MacBook Air · M4 16GB Q4_K_M ~53 82%
Mac Mini · M4 16GB Q4_K_M ~53 82%
iMac · M4 16GB Q4_K_M ~53 82%
MacBook Air · M2 16GB Q4_K_M ~44 82%
MacBook Air · M3 16GB Q4_K_M ~44 82%
Mac Mini · M2 16GB Q4_K_M ~44 82%
iMac · M3 16GB Q4_K_M ~44 82%
MacBook Air · M1 16GB Q4_K_M ~30 82%
Mac Mini · M1 16GB Q4_K_M ~30 82%
iMac · M1 16GB Q4_K_M ~30 82%
MacBook Air · M2 8GB — — 113%
MacBook Air · M3 8GB — — 113%
Mac Mini · M2 8GB — — 113%
iMac · M3 8GB — — 113%
MacBook Air · M1 8GB — — 113%
Mac Mini · M1 8GB — — 113%
iMac · M1 8GB — — 113%

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