← Back to all models

Qwen2.5 Coder 7B

Coding model by Alibaba · 7.62B parameters

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

Runs Excellently

Qwen2.5 Coder 7B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 38% of your RAM.

~21 tok/s

Q8_0 · 9.0 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 9.0 GB~21 tok/s✓
Q6_K 7.1 GB~28 tok/s✓
Q5_K_M 6.2 GB~33 tok/s✓
Q4_K_M 5.4 GB~38 tok/s✓
Q3_K_M 4.7 GB~46 tok/s✓
Q2_K 3.8 GB~60 tok/s✓

Specifications

Parameters7.6B
Architectureqwen2
Context Length33K
CategoryCoding
Capabilitiestool_use
Formatgguf
Minimum RAM4.3 GB
HuggingFace Downloads91,450

GGUF Sources

mradermacher
View on HuggingFace →

Which Mac Can Run Qwen2.5 Coder 7B?

Minimum Mac

MacBook Air — M6 16GB

Q8_0 · ~14 tok/s · 56% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~127 5%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~127 4%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~127 2%
Mac Studio · M6 Ultra 192GB Q8_0 ~127 5%
Mac Studio · M6 Ultra 256GB Q8_0 ~127 4%
Mac Studio · M6 Ultra 384GB Q8_0 ~127 2%
Mac Studio · M5 Ultra 128GB Q8_0 ~84 7%
Mac Studio · M5 Ultra 192GB Q8_0 ~84 5%
Mac Studio · M5 Ultra 256GB Q8_0 ~84 4%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~63 19%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~63 14%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~63 7%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~63 5%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~63 19%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~63 14%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~63 7%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~63 5%
Mac Studio · M6 Max 48GB Q8_0 ~63 19%
Mac Studio · M6 Max 64GB Q8_0 ~63 14%
Mac Studio · M6 Max 128GB Q8_0 ~63 7%
Mac Studio · M6 Max 192GB Q8_0 ~63 5%
Mac Studio · M1 Ultra 64GB Q8_0 ~55 14%
Mac Studio · M1 Ultra 128GB Q8_0 ~55 7%
Mac Studio · M2 Ultra 64GB Q8_0 ~55 14%
Mac Studio · M2 Ultra 96GB Q8_0 ~55 9%
Mac Studio · M2 Ultra 128GB Q8_0 ~55 7%
Mac Studio · M2 Ultra 192GB Q8_0 ~55 5%
Mac Studio · M3 Ultra 96GB Q8_0 ~55 9%
Mac Studio · M3 Ultra 192GB Q8_0 ~55 5%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~42 25%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~42 19%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~42 14%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~42 7%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~42 25%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~42 19%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~42 14%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~42 7%
Mac Studio · M5 Max 36GB Q8_0 ~42 25%
Mac Studio · M5 Max 64GB Q8_0 ~42 14%
Mac Studio · M5 Max 128GB Q8_0 ~42 7%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~38 25%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~38 19%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~38 14%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~38 7%
Mac Studio · M4 Max 36GB Q8_0 ~38 25%
Mac Studio · M4 Max 64GB Q8_0 ~38 14%
Mac Studio · M4 Max 128GB Q8_0 ~38 7%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~28 38%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~28 19%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~28 14%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~28 38%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~28 19%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~28 14%
Mac Mini · M6 Pro 24GB Q8_0 ~28 38%
Mac Mini · M6 Pro 48GB Q8_0 ~28 19%
Mac Mini · M6 Pro 64GB Q8_0 ~28 14%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~27 28%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~27 14%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~27 28%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~27 14%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~27 9%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~27 25%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~27 19%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~27 14%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~27 9%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~27 7%
Mac Studio · M1 Max 32GB Q8_0 ~27 28%
Mac Studio · M1 Max 64GB Q8_0 ~27 14%
Mac Studio · M2 Max 32GB Q8_0 ~27 28%
Mac Studio · M2 Max 64GB Q8_0 ~27 14%
Mac Studio · M2 Max 96GB Q8_0 ~27 9%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~21 38%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~21 19%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~21 14%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~21 38%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~21 19%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~19 38%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~19 19%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~19 38%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~19 19%
Mac Mini · M4 Pro 24GB Q8_0 ~19 38%
Mac Mini · M4 Pro 48GB Q8_0 ~19 19%
MacBook Air · M6 16GB Q8_0 ~14 56%
MacBook Air · M6 24GB Q8_0 ~14 38%
MacBook Air · M6 32GB Q8_0 ~14 28%
MacBook Pro 14" · M6 16GB Q8_0 ~14 56%
MacBook Pro 14" · M6 24GB Q8_0 ~14 38%
MacBook Pro 14" · M6 32GB Q8_0 ~14 28%
Mac Mini · M6 16GB Q8_0 ~14 56%
Mac Mini · M6 24GB Q8_0 ~14 38%
Mac Mini · M6 32GB Q8_0 ~14 28%
iMac · M6 16GB Q8_0 ~14 56%
iMac · M6 24GB Q8_0 ~14 38%
iMac · M6 32GB Q8_0 ~14 28%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~14 56%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~14 28%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~14 56%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~14 28%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~14 56%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~14 28%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~14 56%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~14 28%
Mac Mini · M2 Pro 16GB Q8_0 ~14 56%
Mac Mini · M2 Pro 32GB Q8_0 ~14 28%
MacBook Air · M5 16GB Q8_0 ~11 56%
MacBook Air · M5 24GB Q8_0 ~11 38%
MacBook Air · M5 32GB Q8_0 ~11 28%
MacBook Pro 14" · M5 16GB Q8_0 ~11 56%
MacBook Pro 14" · M5 24GB Q8_0 ~11 38%
MacBook Pro 14" · M5 32GB Q8_0 ~11 28%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~10 50%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~10 25%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~10 50%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~10 25%
MacBook Air · M4 16GB Q8_0 ~8 56%
MacBook Air · M4 24GB Q8_0 ~8 38%
MacBook Air · M4 32GB Q8_0 ~8 28%
Mac Mini · M4 16GB Q8_0 ~8 56%
Mac Mini · M4 24GB Q8_0 ~8 38%
Mac Mini · M4 32GB Q8_0 ~8 28%
iMac · M4 16GB Q8_0 ~8 56%
iMac · M4 24GB Q8_0 ~8 38%
iMac · M4 32GB Q8_0 ~8 28%
MacBook Air · M2 16GB Q8_0 ~7 56%
MacBook Air · M2 24GB Q8_0 ~7 38%
MacBook Air · M3 16GB Q8_0 ~7 56%
MacBook Air · M3 24GB Q8_0 ~7 38%
Mac Mini · M2 16GB Q8_0 ~7 56%
Mac Mini · M2 24GB Q8_0 ~7 38%
iMac · M3 16GB Q8_0 ~7 56%
iMac · M3 24GB Q8_0 ~7 38%
MacBook Air · M1 16GB Q8_0 ~5 56%
Mac Mini · M1 16GB Q8_0 ~5 56%
iMac · M1 16GB Q8_0 ~5 56%
MacBook Air · M2 8GB Q5_K_M ~11 77%
MacBook Air · M3 8GB Q5_K_M ~11 77%
Mac Mini · M2 8GB Q5_K_M ~11 77%
iMac · M3 8GB Q5_K_M ~11 77%
MacBook Air · M1 8GB Q5_K_M ~7 77%
Mac Mini · M1 8GB Q5_K_M ~7 77%
iMac · M1 8GB Q5_K_M ~7 77%

Run Qwen2.5 Coder 7B locally on your Mac

ToolPiper downloads, manages, and runs models with one click. Apple Silicon optimized.

Get ToolPiper — Free