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WizardCoder 15B V1.0

Coding model by WizardLM · 15.52B 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

WizardCoder 15B V1.0 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 74% of your RAM.

~10 tok/s

Q8_0 · 17.8 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 17.8 GB~10 tok/s✓
Q6_K 13.9 GB~14 tok/s✓
Q5_K_M 12.1 GB~16 tok/s✓
Q4_K_M 10.5 GB~19 tok/s✓
Q3_K_M 9.0 GB~23 tok/s✓
Q2_K 7.3 GB~29 tok/s✓

Specifications

Parameters15.5B
Architecturestarcoder
Context Length8K
CategoryCoding
Formatgguf
Minimum RAM8.7 GB

GGUF Sources

mradermacher
View on HuggingFace →

Which Mac Can Run WizardCoder 15B V1.0?

Minimum Mac

MacBook Pro 14" — M3 Pro 18GB

Q6_K · ~7 tok/s · 77% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~28 19%
Mac Studio · M3 Ultra 256GB Q8_0 ~28 7%
Mac Studio · M3 Ultra 512GB Q8_0 ~28 3%
Mac Studio · M1 Ultra 64GB Q8_0 ~27 28%
Mac Studio · M1 Ultra 128GB Q8_0 ~27 14%
Mac Studio · M2 Ultra 64GB Q8_0 ~27 28%
Mac Studio · M2 Ultra 128GB Q8_0 ~27 14%
Mac Studio · M2 Ultra 192GB Q8_0 ~27 9%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~21 49%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~21 37%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~21 28%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~21 14%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~21 49%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~21 37%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~21 28%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~21 14%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~18 49%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~18 37%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~18 28%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~18 14%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~18 49%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~18 37%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~18 28%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~18 14%
Mac Studio · M4 Max 36GB Q8_0 ~18 49%
Mac Studio · M4 Max 48GB Q8_0 ~18 37%
Mac Studio · M4 Max 64GB Q8_0 ~18 28%
Mac Studio · M4 Max 128GB Q8_0 ~18 14%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~14 56%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~14 28%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~14 56%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~14 28%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~14 19%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~14 49%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~14 37%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~14 28%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~14 19%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~14 14%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~14 56%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~14 28%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~14 56%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~14 28%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~14 19%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~14 49%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~14 37%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~14 28%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~14 19%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~14 14%
Mac Studio · M1 Max 32GB Q8_0 ~14 56%
Mac Studio · M1 Max 64GB Q8_0 ~14 28%
Mac Studio · M2 Max 32GB Q8_0 ~14 56%
Mac Studio · M2 Max 64GB Q8_0 ~14 28%
Mac Studio · M2 Max 96GB Q8_0 ~14 19%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~10 74%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~10 37%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~10 28%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~10 74%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~10 37%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~10 28%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~9 74%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~9 37%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~9 74%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~9 37%
Mac mini · M4 Pro 24GB Q8_0 ~9 74%
Mac mini · M4 Pro 48GB Q8_0 ~9 37%
Mac mini · M4 Pro 64GB Q8_0 ~9 28%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~7 56%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~7 56%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~7 56%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~7 56%
Mac mini · M2 Pro 32GB Q8_0 ~7 56%
MacBook Pro 14" · M3 Pro 18GB Q6_K ~7 77%
MacBook Pro 16" · M3 Pro 18GB Q6_K ~7 77%
MacBook Air · M5 24GB Q8_0 ~5 74%
MacBook Air · M5 32GB Q8_0 ~5 56%
MacBook Pro 14" · M5 24GB Q8_0 ~5 74%
MacBook Pro 14" · M5 32GB Q8_0 ~5 56%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~5 49%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~5 49%
MacBook Air · M4 24GB Q8_0 ~4 74%
MacBook Air · M4 32GB Q8_0 ~4 56%
MacBook Pro 14" · M4 24GB Q8_0 ~4 74%
MacBook Pro 14" · M4 32GB Q8_0 ~4 56%
Mac mini · M4 24GB Q8_0 ~4 74%
Mac mini · M4 32GB Q8_0 ~4 56%
iMac · M4 24GB Q8_0 ~4 74%
iMac · M4 32GB Q8_0 ~4 56%
MacBook Air · M2 24GB Q8_0 ~3 74%
MacBook Air · M3 24GB Q8_0 ~3 74%
MacBook Pro 14" · M3 24GB Q8_0 ~3 74%
Mac mini · M2 24GB Q8_0 ~3 74%
iMac · M3 24GB Q8_0 ~3 74%
MacBook Pro 14" · M1 Pro 16GB Q5_K_M ~10 75%
MacBook Pro 14" · M2 Pro 16GB Q5_K_M ~10 75%
MacBook Pro 16" · M1 Pro 16GB Q5_K_M ~10 75%
MacBook Pro 16" · M2 Pro 16GB Q5_K_M ~10 75%
Mac mini · M2 Pro 16GB Q5_K_M ~10 75%
MacBook Air · M5 16GB Q5_K_M ~8 75%
MacBook Pro 14" · M5 16GB Q5_K_M ~8 75%
MacBook Air · M4 16GB Q5_K_M ~6 75%
MacBook Pro 14" · M4 16GB Q5_K_M ~6 75%
Mac mini · M4 16GB Q5_K_M ~6 75%
iMac · M4 16GB Q5_K_M ~6 75%
MacBook Air · M2 16GB Q5_K_M ~5 75%
MacBook Air · M3 16GB Q5_K_M ~5 75%
MacBook Pro 14" · M3 16GB Q5_K_M ~5 75%
Mac mini · M2 16GB Q5_K_M ~5 75%
iMac · M3 16GB Q5_K_M ~5 75%
MacBook Air · M1 16GB Q5_K_M ~4 75%
Mac mini · M1 16GB Q5_K_M ~4 75%
iMac · M1 16GB Q5_K_M ~4 75%
MacBook Air · M2 8GB — — 91%
MacBook Air · M3 8GB — — 91%
MacBook Pro 14" · M3 8GB — — 91%
Mac mini · M2 8GB — — 91%
iMac · M3 8GB — — 91%
MacBook Air · M1 8GB — — 91%
Mac mini · M1 8GB — — 91%
iMac · M1 8GB — — 91%

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