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Nanbeige4.1 3B

General model by nanbeige · 3.93B parameters

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

Runs Excellently

Nanbeige4.1 3B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 20% of your RAM.

~41 tok/s

Q8_0 · 4.9 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 4.9 GB~41 tok/s✓
Q6_K 3.9 GB~54 tok/s✓
Q5_K_M 3.4 GB~63 tok/s✓
Q4_K_M 3.0 GB~74 tok/s✓
Q3_K_M 2.6 GB~90 tok/s✓
Q2_K 2.2 GB~116 tok/s✓

Specifications

Parameters3.9B
Architecturellama
Context Length262K
CategoryGeneral
Formatgguf
Minimum RAM2.2 GB
HuggingFace Downloads469,196

GGUF Sources

mradermacher
View on HuggingFace →

Which Mac Can Run Nanbeige4.1 3B?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~13 tok/s · 61% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~246 3%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~246 2%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~246 1%
Mac Studio · M6 Ultra 192GB Q8_0 ~246 3%
Mac Studio · M6 Ultra 256GB Q8_0 ~246 2%
Mac Studio · M6 Ultra 384GB Q8_0 ~246 1%
Mac Studio · M5 Ultra 128GB Q8_0 ~164 4%
Mac Studio · M5 Ultra 192GB Q8_0 ~164 3%
Mac Studio · M5 Ultra 256GB Q8_0 ~164 2%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~123 10%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~123 8%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~123 4%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~123 3%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~123 10%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~123 8%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~123 4%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~123 3%
Mac Studio · M6 Max 48GB Q8_0 ~123 10%
Mac Studio · M6 Max 64GB Q8_0 ~123 8%
Mac Studio · M6 Max 128GB Q8_0 ~123 4%
Mac Studio · M6 Max 192GB Q8_0 ~123 3%
Mac Studio · M1 Ultra 64GB Q8_0 ~107 8%
Mac Studio · M1 Ultra 128GB Q8_0 ~107 4%
Mac Studio · M2 Ultra 64GB Q8_0 ~107 8%
Mac Studio · M2 Ultra 96GB Q8_0 ~107 5%
Mac Studio · M2 Ultra 128GB Q8_0 ~107 4%
Mac Studio · M2 Ultra 192GB Q8_0 ~107 3%
Mac Studio · M3 Ultra 96GB Q8_0 ~107 5%
Mac Studio · M3 Ultra 192GB Q8_0 ~107 3%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~82 14%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~82 10%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~82 8%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~82 4%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~82 14%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~82 10%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~82 8%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~82 4%
Mac Studio · M5 Max 36GB Q8_0 ~82 14%
Mac Studio · M5 Max 64GB Q8_0 ~82 8%
Mac Studio · M5 Max 128GB Q8_0 ~82 4%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~73 14%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~73 10%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~73 8%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~73 4%
Mac Studio · M4 Max 36GB Q8_0 ~73 14%
Mac Studio · M4 Max 64GB Q8_0 ~73 8%
Mac Studio · M4 Max 128GB Q8_0 ~73 4%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~55 20%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~55 10%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~55 8%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~55 20%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~55 10%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~55 8%
Mac Mini · M6 Pro 24GB Q8_0 ~55 20%
Mac Mini · M6 Pro 48GB Q8_0 ~55 10%
Mac Mini · M6 Pro 64GB Q8_0 ~55 8%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~53 15%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~53 8%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~53 15%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~53 8%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~53 5%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~53 14%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~53 10%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~53 8%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~53 5%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~53 4%
Mac Studio · M1 Max 32GB Q8_0 ~53 15%
Mac Studio · M1 Max 64GB Q8_0 ~53 8%
Mac Studio · M2 Max 32GB Q8_0 ~53 15%
Mac Studio · M2 Max 64GB Q8_0 ~53 8%
Mac Studio · M2 Max 96GB Q8_0 ~53 5%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~41 20%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~41 10%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~41 8%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~41 20%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~41 10%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~36 20%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~36 10%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~36 20%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~36 10%
Mac Mini · M4 Pro 24GB Q8_0 ~36 20%
Mac Mini · M4 Pro 48GB Q8_0 ~36 10%
MacBook Air · M6 16GB Q8_0 ~27 31%
MacBook Air · M6 24GB Q8_0 ~27 20%
MacBook Air · M6 32GB Q8_0 ~27 15%
MacBook Pro 14" · M6 16GB Q8_0 ~27 31%
MacBook Pro 14" · M6 24GB Q8_0 ~27 20%
MacBook Pro 14" · M6 32GB Q8_0 ~27 15%
Mac Mini · M6 16GB Q8_0 ~27 31%
Mac Mini · M6 24GB Q8_0 ~27 20%
Mac Mini · M6 32GB Q8_0 ~27 15%
iMac · M6 16GB Q8_0 ~27 31%
iMac · M6 24GB Q8_0 ~27 20%
iMac · M6 32GB Q8_0 ~27 15%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~27 31%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~27 15%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~27 31%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~27 15%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~27 31%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~27 15%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~27 31%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~27 15%
Mac Mini · M2 Pro 16GB Q8_0 ~27 31%
Mac Mini · M2 Pro 32GB Q8_0 ~27 15%
MacBook Air · M5 16GB Q8_0 ~20 31%
MacBook Air · M5 24GB Q8_0 ~20 20%
MacBook Air · M5 32GB Q8_0 ~20 15%
MacBook Pro 14" · M5 16GB Q8_0 ~20 31%
MacBook Pro 14" · M5 24GB Q8_0 ~20 20%
MacBook Pro 14" · M5 32GB Q8_0 ~20 15%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~20 27%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~20 14%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~20 27%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~20 14%
MacBook Air · M4 16GB Q8_0 ~16 31%
MacBook Air · M4 24GB Q8_0 ~16 20%
MacBook Air · M4 32GB Q8_0 ~16 15%
Mac Mini · M4 16GB Q8_0 ~16 31%
Mac Mini · M4 24GB Q8_0 ~16 20%
Mac Mini · M4 32GB Q8_0 ~16 15%
iMac · M4 16GB Q8_0 ~16 31%
iMac · M4 24GB Q8_0 ~16 20%
iMac · M4 32GB Q8_0 ~16 15%
MacBook Air · M2 8GB Q8_0 ~13 61%
MacBook Air · M2 16GB Q8_0 ~13 31%
MacBook Air · M2 24GB Q8_0 ~13 20%
MacBook Air · M3 8GB Q8_0 ~13 61%
MacBook Air · M3 16GB Q8_0 ~13 31%
MacBook Air · M3 24GB Q8_0 ~13 20%
Mac Mini · M2 8GB Q8_0 ~13 61%
Mac Mini · M2 16GB Q8_0 ~13 31%
Mac Mini · M2 24GB Q8_0 ~13 20%
iMac · M3 8GB Q8_0 ~13 61%
iMac · M3 16GB Q8_0 ~13 31%
iMac · M3 24GB Q8_0 ~13 20%
MacBook Air · M1 8GB Q8_0 ~9 61%
MacBook Air · M1 16GB Q8_0 ~9 31%
Mac Mini · M1 8GB Q8_0 ~9 61%
Mac Mini · M1 16GB Q8_0 ~9 31%
iMac · M1 8GB Q8_0 ~9 61%
iMac · M1 16GB Q8_0 ~9 31%

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