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Olmo 3 32B Think DPO

General model by allenai · 32B 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

Tight Fit

Olmo 3 32B Think DPO can run but will be tight at 75% of RAM. Consider a lower quantization or closing other apps.

~11 tok/s

Q3_K_M · 18.0 GB · Estimated

Alternative: Q2_K (14.4 GB, ~14 tok/s)

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 36.2 GB~5 tok/s✗
Q6_K 28.2 GB~7 tok/s✗
Q5_K_M 24.4 GB~8 tok/s✗
Q4_K_M 21.2 GB~9 tok/s✗
Q3_K_M Recommended 18.0 GB~11 tok/s✓
Q2_K 14.4 GB~14 tok/s✓

Specifications

Parameters32.0B
Architectureolmo3
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM18 GB
HuggingFace Downloads1,533

GGUF Sources

mradermacher
View on HuggingFace →

Which Mac Can Run Olmo 3 32B Think DPO?

Minimum Mac

MacBook Pro 14" — M5 Max 36GB

Q6_K · ~13 tok/s · 78% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~13 38%
Mac Studio · M3 Ultra 256GB Q8_0 ~13 14%
Mac Studio · M3 Ultra 512GB Q8_0 ~13 7%
MacBook Pro 14" · M5 Max 36GB Q6_K ~13 78%
MacBook Pro 16" · M5 Max 36GB Q6_K ~13 78%
Mac Studio · M1 Ultra 64GB Q8_0 ~13 57%
Mac Studio · M1 Ultra 128GB Q8_0 ~13 28%
Mac Studio · M2 Ultra 64GB Q8_0 ~13 57%
Mac Studio · M2 Ultra 128GB Q8_0 ~13 28%
Mac Studio · M2 Ultra 192GB Q8_0 ~13 19%
MacBook Pro 14" · M4 Max 36GB Q6_K ~12 78%
MacBook Pro 16" · M4 Max 36GB Q6_K ~12 78%
Mac Studio · M4 Max 36GB Q6_K ~12 78%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~10 75%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~10 57%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~10 28%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~10 75%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~10 57%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~10 28%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~9 75%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~9 57%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~9 28%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~9 75%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~9 57%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~9 28%
Mac Studio · M4 Max 48GB Q8_0 ~9 75%
Mac Studio · M4 Max 64GB Q8_0 ~9 57%
Mac Studio · M4 Max 128GB Q8_0 ~9 28%
MacBook Pro 14" · M3 Max 36GB Q6_K ~9 78%
MacBook Pro 16" · M3 Max 36GB Q6_K ~9 78%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~7 57%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~7 57%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~7 38%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~7 75%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~7 57%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~7 38%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~7 28%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~7 57%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~7 57%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~7 38%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~7 75%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~7 57%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~7 38%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~7 28%
Mac Studio · M1 Max 64GB Q8_0 ~7 57%
Mac Studio · M2 Max 64GB Q8_0 ~7 57%
Mac Studio · M2 Max 96GB Q8_0 ~7 38%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~5 75%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~5 57%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~5 75%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~5 57%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~4 75%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~4 75%
Mac mini · M4 Pro 48GB Q8_0 ~4 75%
Mac mini · M4 Pro 64GB Q8_0 ~4 57%
MacBook Pro 14" · M3 Pro 36GB Q6_K ~3 78%
MacBook Pro 16" · M3 Pro 36GB Q6_K ~3 78%
MacBook Pro 14" · M5 Pro 24GB Q3_K_M ~11 75%
MacBook Pro 16" · M5 Pro 24GB Q3_K_M ~11 75%
MacBook Pro 14" · M1 Max 32GB Q5_K_M ~10 76%
MacBook Pro 14" · M2 Max 32GB Q5_K_M ~10 76%
MacBook Pro 16" · M1 Max 32GB Q5_K_M ~10 76%
MacBook Pro 16" · M2 Max 32GB Q5_K_M ~10 76%
Mac Studio · M1 Max 32GB Q5_K_M ~10 76%
Mac Studio · M2 Max 32GB Q5_K_M ~10 76%
MacBook Pro 14" · M4 Pro 24GB Q3_K_M ~10 75%
MacBook Pro 16" · M4 Pro 24GB Q3_K_M ~10 75%
Mac mini · M4 Pro 24GB Q3_K_M ~10 75%
MacBook Pro 14" · M3 Pro 18GB Q2_K ~7 80%
MacBook Pro 16" · M3 Pro 18GB Q2_K ~7 80%
MacBook Air · M5 24GB Q3_K_M ~5 75%
MacBook Pro 14" · M5 24GB Q3_K_M ~5 75%
MacBook Pro 14" · M1 Pro 32GB Q5_K_M ~5 76%
MacBook Pro 14" · M2 Pro 32GB Q5_K_M ~5 76%
MacBook Pro 16" · M1 Pro 32GB Q5_K_M ~5 76%
MacBook Pro 16" · M2 Pro 32GB Q5_K_M ~5 76%
Mac mini · M2 Pro 32GB Q5_K_M ~5 76%
MacBook Air · M4 24GB Q3_K_M ~4 75%
MacBook Pro 14" · M4 24GB Q3_K_M ~4 75%
Mac mini · M4 24GB Q3_K_M ~4 75%
iMac · M4 24GB Q3_K_M ~4 75%
MacBook Air · M5 32GB Q5_K_M ~4 76%
MacBook Pro 14" · M5 32GB Q5_K_M ~4 76%
MacBook Air · M2 24GB Q3_K_M ~4 75%
MacBook Air · M3 24GB Q3_K_M ~4 75%
MacBook Pro 14" · M3 24GB Q3_K_M ~4 75%
Mac mini · M2 24GB Q3_K_M ~4 75%
iMac · M3 24GB Q3_K_M ~4 75%
MacBook Air · M4 32GB Q5_K_M ~3 76%
MacBook Pro 14" · M4 32GB Q5_K_M ~3 76%
Mac mini · M4 32GB Q5_K_M ~3 76%
iMac · M4 32GB Q5_K_M ~3 76%
MacBook Pro 14" · M1 Pro 16GB — — 90%
MacBook Pro 14" · M2 Pro 16GB — — 90%
MacBook Pro 16" · M1 Pro 16GB — — 90%
MacBook Pro 16" · M2 Pro 16GB — — 90%
Mac mini · M2 Pro 16GB — — 90%
MacBook Air · M5 16GB — — 90%
MacBook Pro 14" · M5 16GB — — 90%
MacBook Air · M4 16GB — — 90%
MacBook Pro 14" · M4 16GB — — 90%
Mac mini · M4 16GB — — 90%
iMac · M4 16GB — — 90%
MacBook Air · M2 8GB — — 180%
MacBook Air · M2 16GB — — 90%
MacBook Air · M3 8GB — — 180%
MacBook Air · M3 16GB — — 90%
MacBook Pro 14" · M3 8GB — — 180%
MacBook Pro 14" · M3 16GB — — 90%
Mac mini · M2 8GB — — 180%
Mac mini · M2 16GB — — 90%
iMac · M3 8GB — — 180%
iMac · M3 16GB — — 90%
MacBook Air · M1 8GB — — 180%
MacBook Air · M1 16GB — — 90%
Mac mini · M1 8GB — — 180%
Mac mini · M1 16GB — — 90%
iMac · M1 8GB — — 180%
iMac · M1 16GB — — 90%

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