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Efficient DLM 4B

General model by nvidia · 4.41B 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

Efficient DLM 4B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 23% of your RAM.

~36 tok/s

Q8_0 · 5.4 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 5.4 GB~36 tok/s✓
Q6_K 4.3 GB~48 tok/s✓
Q5_K_M 3.8 GB~56 tok/s✓
Q4_K_M 3.3 GB~66 tok/s✓
Q3_K_M 2.9 GB~80 tok/s✓
Q2_K 2.4 GB~103 tok/s✓

Specifications

Parameters4.4B
Architectureqwen3
Context Length33K
CategoryGeneral
Formatgguf
Minimum RAM2.5 GB
HuggingFace Downloads2,434
View on HuggingFace →

Which Mac Can Run Efficient DLM 4B?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~12 tok/s · 68% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~97 6%
Mac Studio · M3 Ultra 256GB Q8_0 ~97 2%
Mac Studio · M3 Ultra 512GB Q8_0 ~97 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~95 8%
Mac Studio · M1 Ultra 128GB Q8_0 ~95 4%
Mac Studio · M2 Ultra 64GB Q8_0 ~95 8%
Mac Studio · M2 Ultra 128GB Q8_0 ~95 4%
Mac Studio · M2 Ultra 192GB Q8_0 ~95 3%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~73 15%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~73 11%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~73 8%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~73 4%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~73 15%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~73 11%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~73 8%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~73 4%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~65 15%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~65 11%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~65 8%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~65 4%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~65 15%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~65 11%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~65 8%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~65 4%
Mac Studio · M4 Max 36GB Q8_0 ~65 15%
Mac Studio · M4 Max 48GB Q8_0 ~65 11%
Mac Studio · M4 Max 64GB Q8_0 ~65 8%
Mac Studio · M4 Max 128GB Q8_0 ~65 4%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~48 17%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~48 8%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~48 17%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~48 8%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~48 6%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~48 15%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~48 11%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~48 8%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~48 6%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~48 4%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~48 17%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~48 8%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~48 17%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~48 8%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~48 6%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~48 15%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~48 11%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~48 8%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~48 6%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~48 4%
Mac Studio · M1 Max 32GB Q8_0 ~48 17%
Mac Studio · M1 Max 64GB Q8_0 ~48 8%
Mac Studio · M2 Max 32GB Q8_0 ~48 17%
Mac Studio · M2 Max 64GB Q8_0 ~48 8%
Mac Studio · M2 Max 96GB Q8_0 ~48 6%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~36 23%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~36 11%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~36 8%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~36 23%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~36 11%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~36 8%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~32 23%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~32 11%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~32 23%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~32 11%
Mac mini · M4 Pro 24GB Q8_0 ~32 23%
Mac mini · M4 Pro 48GB Q8_0 ~32 11%
Mac mini · M4 Pro 64GB Q8_0 ~32 8%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~24 34%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~24 17%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~24 34%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~24 17%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~24 34%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~24 17%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~24 34%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~24 17%
Mac mini · M2 Pro 16GB Q8_0 ~24 34%
Mac mini · M2 Pro 32GB Q8_0 ~24 17%
MacBook Air · M5 16GB Q8_0 ~18 34%
MacBook Air · M5 24GB Q8_0 ~18 23%
MacBook Air · M5 32GB Q8_0 ~18 17%
MacBook Pro 14" · M5 16GB Q8_0 ~18 34%
MacBook Pro 14" · M5 24GB Q8_0 ~18 23%
MacBook Pro 14" · M5 32GB Q8_0 ~18 17%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~18 30%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~18 15%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~18 30%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~18 15%
MacBook Air · M4 16GB Q8_0 ~14 34%
MacBook Air · M4 24GB Q8_0 ~14 23%
MacBook Air · M4 32GB Q8_0 ~14 17%
MacBook Pro 14" · M4 16GB Q8_0 ~14 34%
MacBook Pro 14" · M4 24GB Q8_0 ~14 23%
MacBook Pro 14" · M4 32GB Q8_0 ~14 17%
Mac mini · M4 16GB Q8_0 ~14 34%
Mac mini · M4 24GB Q8_0 ~14 23%
Mac mini · M4 32GB Q8_0 ~14 17%
iMac · M4 16GB Q8_0 ~14 34%
iMac · M4 24GB Q8_0 ~14 23%
iMac · M4 32GB Q8_0 ~14 17%
MacBook Air · M2 8GB Q8_0 ~12 68%
MacBook Air · M2 16GB Q8_0 ~12 34%
MacBook Air · M2 24GB Q8_0 ~12 23%
MacBook Air · M3 8GB Q8_0 ~12 68%
MacBook Air · M3 16GB Q8_0 ~12 34%
MacBook Air · M3 24GB Q8_0 ~12 23%
MacBook Pro 14" · M3 8GB Q8_0 ~12 68%
MacBook Pro 14" · M3 16GB Q8_0 ~12 34%
MacBook Pro 14" · M3 24GB Q8_0 ~12 23%
Mac mini · M2 8GB Q8_0 ~12 68%
Mac mini · M2 16GB Q8_0 ~12 34%
Mac mini · M2 24GB Q8_0 ~12 23%
iMac · M3 8GB Q8_0 ~12 68%
iMac · M3 16GB Q8_0 ~12 34%
iMac · M3 24GB Q8_0 ~12 23%
MacBook Air · M1 8GB Q8_0 ~8 68%
MacBook Air · M1 16GB Q8_0 ~8 34%
Mac mini · M1 8GB Q8_0 ~8 68%
Mac mini · M1 16GB Q8_0 ~8 34%
iMac · M1 8GB Q8_0 ~8 68%
iMac · M1 16GB Q8_0 ~8 34%

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