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DeepSeek Coder V2 Lite Base

Coding model by DeepSeek · 15.71B 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

DeepSeek Coder V2 Lite Base fits comfortably in your 24 GB Mac using Q8_0 quantization, using 75% of your RAM.

— tok/s

Q8_0 · 18.0 GB · Benchmark needed

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 18.0 GB~74 tok/s✓
Q6_K 14.1 GB~97 tok/s✓
Q5_K_M 12.2 GB~114 tok/s✓
Q4_K_M 10.6 GB~133 tok/s✓
Q3_K_M 9.1 GB~161 tok/s✓
Q2_K 7.3 GB~209 tok/s✓

Specifications

Parameters15.7B
Architecturedeepseek_v2
Context Length6.6M
CategoryCoding
Mixture of Experts 64 experts, 6 active
Formatgguf
Minimum RAM8.8 GB
HuggingFace Downloads2,904

GGUF Sources

bartowskimradermacher
View on HuggingFace →

Which Mac Can Run DeepSeek Coder V2 Lite Base?

Minimum Mac

MacBook Pro 14" — M3 Pro 18GB

Q6_K · benchmark needed · 78% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 — 19%
Mac Studio · M3 Ultra 256GB Q8_0 — 7%
Mac Studio · M3 Ultra 512GB Q8_0 — 4%
Mac Studio · M1 Ultra 64GB Q8_0 — 28%
Mac Studio · M1 Ultra 128GB Q8_0 — 14%
Mac Studio · M2 Ultra 64GB Q8_0 — 28%
Mac Studio · M2 Ultra 128GB Q8_0 — 14%
Mac Studio · M2 Ultra 192GB Q8_0 — 9%
MacBook Pro 14" · M5 Max 36GB Q8_0 — 50%
MacBook Pro 14" · M5 Max 48GB Q8_0 — 38%
MacBook Pro 14" · M5 Max 64GB Q8_0 — 28%
MacBook Pro 14" · M5 Max 128GB Q8_0 — 14%
MacBook Pro 16" · M5 Max 36GB Q8_0 — 50%
MacBook Pro 16" · M5 Max 48GB Q8_0 — 38%
MacBook Pro 16" · M5 Max 64GB Q8_0 — 28%
MacBook Pro 16" · M5 Max 128GB Q8_0 — 14%
MacBook Pro 14" · M4 Max 36GB Q8_0 — 50%
MacBook Pro 14" · M4 Max 48GB Q8_0 — 38%
MacBook Pro 14" · M4 Max 64GB Q8_0 — 28%
MacBook Pro 14" · M4 Max 128GB Q8_0 — 14%
MacBook Pro 16" · M4 Max 36GB Q8_0 — 50%
MacBook Pro 16" · M4 Max 48GB Q8_0 — 38%
MacBook Pro 16" · M4 Max 64GB Q8_0 — 28%
MacBook Pro 16" · M4 Max 128GB Q8_0 — 14%
Mac Studio · M4 Max 36GB Q8_0 — 50%
Mac Studio · M4 Max 48GB Q8_0 — 38%
Mac Studio · M4 Max 64GB Q8_0 — 28%
Mac Studio · M4 Max 128GB Q8_0 — 14%
MacBook Pro 14" · M1 Max 32GB Q8_0 — 56%
MacBook Pro 14" · M1 Max 64GB Q8_0 — 28%
MacBook Pro 14" · M2 Max 32GB Q8_0 — 56%
MacBook Pro 14" · M2 Max 64GB Q8_0 — 28%
MacBook Pro 14" · M2 Max 96GB Q8_0 — 19%
MacBook Pro 14" · M3 Max 36GB Q8_0 — 50%
MacBook Pro 14" · M3 Max 48GB Q8_0 — 38%
MacBook Pro 14" · M3 Max 64GB Q8_0 — 28%
MacBook Pro 14" · M3 Max 96GB Q8_0 — 19%
MacBook Pro 14" · M3 Max 128GB Q8_0 — 14%
MacBook Pro 16" · M1 Max 32GB Q8_0 — 56%
MacBook Pro 16" · M1 Max 64GB Q8_0 — 28%
MacBook Pro 16" · M2 Max 32GB Q8_0 — 56%
MacBook Pro 16" · M2 Max 64GB Q8_0 — 28%
MacBook Pro 16" · M2 Max 96GB Q8_0 — 19%
MacBook Pro 16" · M3 Max 36GB Q8_0 — 50%
MacBook Pro 16" · M3 Max 48GB Q8_0 — 38%
MacBook Pro 16" · M3 Max 64GB Q8_0 — 28%
MacBook Pro 16" · M3 Max 96GB Q8_0 — 19%
MacBook Pro 16" · M3 Max 128GB Q8_0 — 14%
Mac Studio · M1 Max 32GB Q8_0 — 56%
Mac Studio · M1 Max 64GB Q8_0 — 28%
Mac Studio · M2 Max 32GB Q8_0 — 56%
Mac Studio · M2 Max 64GB Q8_0 — 28%
Mac Studio · M2 Max 96GB Q8_0 — 19%
MacBook Pro 14" · M5 Pro 24GB Q8_0 — 75%
MacBook Pro 14" · M5 Pro 48GB Q8_0 — 38%
MacBook Pro 14" · M5 Pro 64GB Q8_0 — 28%
MacBook Pro 16" · M5 Pro 24GB Q8_0 — 75%
MacBook Pro 16" · M5 Pro 48GB Q8_0 — 38%
MacBook Pro 16" · M5 Pro 64GB Q8_0 — 28%
MacBook Pro 14" · M4 Pro 24GB Q8_0 — 75%
MacBook Pro 14" · M4 Pro 48GB Q8_0 — 38%
MacBook Pro 16" · M4 Pro 24GB Q8_0 — 75%
MacBook Pro 16" · M4 Pro 48GB Q8_0 — 38%
Mac mini · M4 Pro 24GB Q8_0 — 75%
Mac mini · M4 Pro 48GB Q8_0 — 38%
Mac mini · M4 Pro 64GB Q8_0 — 28%
MacBook Pro 14" · M1 Pro 32GB Q8_0 — 56%
MacBook Pro 14" · M2 Pro 32GB Q8_0 — 56%
MacBook Pro 16" · M1 Pro 32GB Q8_0 — 56%
MacBook Pro 16" · M2 Pro 32GB Q8_0 — 56%
Mac mini · M2 Pro 32GB Q8_0 — 56%
MacBook Pro 14" · M3 Pro 18GB Q6_K — 78%
MacBook Pro 16" · M3 Pro 18GB Q6_K — 78%
MacBook Air · M5 24GB Q8_0 — 75%
MacBook Air · M5 32GB Q8_0 — 56%
MacBook Pro 14" · M5 24GB Q8_0 — 75%
MacBook Pro 14" · M5 32GB Q8_0 — 56%
MacBook Pro 14" · M3 Pro 36GB Q8_0 — 50%
MacBook Pro 16" · M3 Pro 36GB Q8_0 — 50%
MacBook Air · M4 24GB Q8_0 — 75%
MacBook Air · M4 32GB Q8_0 — 56%
MacBook Pro 14" · M4 24GB Q8_0 — 75%
MacBook Pro 14" · M4 32GB Q8_0 — 56%
Mac mini · M4 24GB Q8_0 — 75%
Mac mini · M4 32GB Q8_0 — 56%
iMac · M4 24GB Q8_0 — 75%
iMac · M4 32GB Q8_0 — 56%
MacBook Air · M2 24GB Q8_0 — 75%
MacBook Air · M3 24GB Q8_0 — 75%
MacBook Pro 14" · M3 24GB Q8_0 — 75%
Mac mini · M2 24GB Q8_0 — 75%
iMac · M3 24GB Q8_0 — 75%
MacBook Pro 14" · M1 Pro 16GB Q5_K_M — 76%
MacBook Pro 14" · M2 Pro 16GB Q5_K_M — 76%
MacBook Pro 16" · M1 Pro 16GB Q5_K_M — 76%
MacBook Pro 16" · M2 Pro 16GB Q5_K_M — 76%
Mac mini · M2 Pro 16GB Q5_K_M — 76%
MacBook Air · M5 16GB Q5_K_M — 76%
MacBook Pro 14" · M5 16GB Q5_K_M — 76%
MacBook Air · M4 16GB Q5_K_M — 76%
MacBook Pro 14" · M4 16GB Q5_K_M — 76%
Mac mini · M4 16GB Q5_K_M — 76%
iMac · M4 16GB Q5_K_M — 76%
MacBook Air · M2 16GB Q5_K_M — 76%
MacBook Air · M3 16GB Q5_K_M — 76%
MacBook Pro 14" · M3 16GB Q5_K_M — 76%
Mac mini · M2 16GB Q5_K_M — 76%
iMac · M3 16GB Q5_K_M — 76%
MacBook Air · M1 16GB Q5_K_M — 76%
Mac mini · M1 16GB Q5_K_M — 76%
iMac · M1 16GB Q5_K_M — 76%
MacBook Air · M2 8GB — — 92%
MacBook Air · M3 8GB — — 92%
MacBook Pro 14" · M3 8GB — — 92%
Mac mini · M2 8GB — — 92%
iMac · M3 8GB — — 92%
MacBook Air · M1 8GB — — 92%
Mac mini · M1 8GB — — 92%
iMac · M1 8GB — — 92%

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