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FlexOlmo 7x7B 1T

General model by allenai · 33.27B 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, Mac mini M5 Pro

Tight Fit

FlexOlmo 7x7B 1T can run but will be tight at 78% of RAM. Consider a lower quantization or closing other apps.

~11tok/s
Q3_K_M18.6 GBEstimated

Alternative: Q2_K (15.0 GB, ~14 tok/s)

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Specifications

Parameters33.3B
Architectureflex_olmo
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM18.6 GB
HuggingFace Downloads1,488
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 37.6 GB~5 tok/s✗
Q6_K 29.3 GB~6 tok/s✗
Q5_K_M 25.3 GB~7 tok/s✗
Q4_K_M 22.0 GB~9 tok/s✗
Q3_K_M Recommended 18.6 GB~11 tok/s✓
Q2_K 15.0 GB~14 tok/s✓

Which Mac Can Run FlexOlmo 7x7B 1T?

Affiliate disclosure: the shop icons in this table are Amazon affiliate links. As an Amazon Associate, ModelPiper earns from qualifying purchases. Every fit rating, quantization and tok/s figure below is computed from the hardware specs and is not influenced by that.

Minimum Mac

MacBook Pro 14" — M5 Max 36GB

Q6_K · ~13 tok/s · 81% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~19 39%
Mac Studio · M5 Ultra 256GB Q8_0 ~19 15%
Mac Studio · M5 Ultra 512GB Q8_0 ~19 7%
Mac Studio · M3 Ultra 96GB Q8_0 ~13 39%
Mac Studio · M3 Ultra 256GB Q8_0 ~13 15%
Mac Studio · M3 Ultra 512GB Q8_0 ~13 7%
MacBook Pro 14" · M5 Max 36GB Q6_K ~13 81%
MacBook Pro 16" · M5 Max 36GB Q6_K ~13 81%
Mac Studio · M5 Max 36GB Q6_K ~13 81%
Mac Studio · M1 Ultra 64GB Q8_0 ~13 59%
Mac Studio · M1 Ultra 128GB Q8_0 ~13 29%
Mac Studio · M2 Ultra 64GB Q8_0 ~13 59%
Mac Studio · M2 Ultra 128GB Q8_0 ~13 29%
Mac Studio · M2 Ultra 192GB Q8_0 ~13 20%
MacBook Pro 14" · M4 Max 36GB Q6_K ~11 81%
MacBook Pro 16" · M4 Max 36GB Q6_K ~11 81%
Mac Studio · M4 Max 36GB Q6_K ~11 81%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~10 78%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~10 59%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~10 29%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~10 78%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~10 59%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~10 29%
Mac Studio · M5 Max 48GB Q8_0 ~10 78%
Mac Studio · M5 Max 64GB Q8_0 ~10 59%
Mac Studio · M5 Max 128GB Q8_0 ~10 29%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~9 78%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~9 59%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~9 29%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~9 78%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~9 59%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~9 29%
Mac Studio · M4 Max 48GB Q8_0 ~9 78%
Mac Studio · M4 Max 64GB Q8_0 ~9 59%
Mac Studio · M4 Max 128GB Q8_0 ~9 29%
MacBook Pro 14" · M3 Max 36GB Q6_K ~8 81%
MacBook Pro 16" · M3 Max 36GB Q6_K ~8 81%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~6 59%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~6 59%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~6 39%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~6 78%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~6 59%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~6 39%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~6 29%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~6 59%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~6 59%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~6 39%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~6 78%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~6 59%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~6 39%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~6 29%
Mac Studio · M1 Max 64GB Q8_0 ~6 59%
Mac Studio · M2 Max 64GB Q8_0 ~6 59%
Mac Studio · M2 Max 96GB Q8_0 ~6 39%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~5 78%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~5 59%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~5 78%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~5 59%
Mac mini · M5 Pro 48GB Q8_0 ~5 78%
Mac mini · M5 Pro 64GB Q8_0 ~5 59%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~4 78%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~4 78%
Mac mini · M4 Pro 48GB Q8_0 ~4 78%
Mac mini · M4 Pro 64GB Q8_0 ~4 59%
MacBook Pro 14" · M3 Pro 36GB Q6_K ~3 81%
MacBook Pro 16" · M3 Pro 36GB Q6_K ~3 81%
MacBook Pro 14" · M5 Pro 24GB Q3_K_M ~11 78%
MacBook Pro 16" · M5 Pro 24GB Q3_K_M ~11 78%
Mac mini · M5 Pro 24GB Q3_K_M ~11 78%
MacBook Pro 14" · M1 Max 32GB Q5_K_M ~10 79%
MacBook Pro 14" · M2 Max 32GB Q5_K_M ~10 79%
MacBook Pro 16" · M1 Max 32GB Q5_K_M ~10 79%
MacBook Pro 16" · M2 Max 32GB Q5_K_M ~10 79%
Mac Studio · M1 Max 32GB Q5_K_M ~10 79%
Mac Studio · M2 Max 32GB Q5_K_M ~10 79%
MacBook Pro 14" · M4 Pro 24GB Q3_K_M ~9 78%
MacBook Pro 16" · M4 Pro 24GB Q3_K_M ~9 78%
Mac mini · M4 Pro 24GB Q3_K_M ~9 78%
MacBook Pro 14" · M3 Pro 18GB Q2_K ~7 83%
MacBook Pro 16" · M3 Pro 18GB Q2_K ~7 83%
Mac mini · M6 24GB Q3_K_M ~6 78%
MacBook Air · M5 24GB Q3_K_M ~5 78%
MacBook Pro 14" · M5 24GB Q3_K_M ~5 78%
MacBook Pro 14" · M1 Pro 32GB Q5_K_M ~5 79%
MacBook Pro 14" · M2 Pro 32GB Q5_K_M ~5 79%
MacBook Pro 16" · M1 Pro 32GB Q5_K_M ~5 79%
MacBook Pro 16" · M2 Pro 32GB Q5_K_M ~5 79%
Mac mini · M2 Pro 32GB Q5_K_M ~5 79%
MacBook Air · M4 24GB Q3_K_M ~4 78%
MacBook Pro 14" · M4 24GB Q3_K_M ~4 78%
Mac mini · M4 24GB Q3_K_M ~4 78%
Mac mini · M6 32GB Q5_K_M ~4 79%
iMac · M4 24GB Q3_K_M ~4 78%
MacBook Air · M5 32GB Q5_K_M ~4 79%
MacBook Pro 14" · M5 32GB Q5_K_M ~4 79%
MacBook Air · M2 24GB Q3_K_M ~3 78%
MacBook Air · M3 24GB Q3_K_M ~3 78%
MacBook Pro 14" · M3 24GB Q3_K_M ~3 78%
Mac mini · M2 24GB Q3_K_M ~3 78%
iMac · M3 24GB Q3_K_M ~3 78%
MacBook Air · M4 32GB Q5_K_M ~3 79%
MacBook Pro 14" · M4 32GB Q5_K_M ~3 79%
Mac mini · M4 32GB Q5_K_M ~3 79%
iMac · M4 32GB Q5_K_M ~3 79%
MacBook Pro 14" · M1 Pro 16GB — — 94%
MacBook Pro 14" · M2 Pro 16GB — — 94%
MacBook Pro 16" · M1 Pro 16GB — — 94%
MacBook Pro 16" · M2 Pro 16GB — — 94%
Mac mini · M2 Pro 16GB — — 94%
Mac mini · M6 16GB — — 94%
MacBook Air · M5 16GB — — 94%
MacBook Pro 14" · M5 16GB — — 94%
MacBook Air · M4 16GB — — 94%
MacBook Pro 14" · M4 16GB — — 94%
Mac mini · M4 16GB — — 94%
iMac · M4 16GB — — 94%
MacBook Air · M2 8GB — — 187%
MacBook Air · M2 16GB — — 94%
MacBook Air · M3 8GB — — 187%
MacBook Air · M3 16GB — — 94%
MacBook Pro 14" · M3 8GB — — 187%
MacBook Pro 14" · M3 16GB — — 94%
Mac mini · M2 8GB — — 187%
Mac mini · M2 16GB — — 94%
iMac · M3 8GB — — 187%
iMac · M3 16GB — — 94%
MacBook Air · M1 8GB — — 187%
MacBook Air · M1 16GB — — 94%
Mac mini · M1 8GB — — 187%
Mac mini · M1 16GB — — 94%
iMac · M1 8GB — — 187%
iMac · M1 16GB — — 94%

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