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C2S Scale Gemma 2 27B

General model by vandijklab · 28.41B 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

C2S Scale Gemma 2 27B can run but will be tight at 78% of RAM. Consider a lower quantization or closing other apps.

~10tok/s
Q4_K_M18.8 GBEstimated

Alternative: Q3_K_M (16.0 GB, ~12 tok/s)

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Specifications

Parameters28.4B
Architecturegemma2
Context Length8K
CategoryGeneral
Formatgguf
Minimum RAM15.9 GB
HuggingFace Downloads1,787

GGUF Sources

mradermacher
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 32.2 GB~6 tok/s✗
Q6_K 25.1 GB~7 tok/s✗
Q5_K_M 21.7 GB~9 tok/s✗
Q4_K_M Recommended 18.8 GB~10 tok/s✓
Q3_K_M 16.0 GB~12 tok/s✓
Q2_K 12.9 GB~16 tok/s✓

Which Mac Can Run C2S Scale Gemma 2 27B?

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" — M1 Max 32GB

Q6_K · ~10 tok/s · 78% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~23 34%
Mac Studio · M5 Ultra 256GB Q8_0 ~23 13%
Mac Studio · M5 Ultra 512GB Q8_0 ~23 6%
Mac Studio · M3 Ultra 96GB Q8_0 ~15 34%
Mac Studio · M3 Ultra 256GB Q8_0 ~15 13%
Mac Studio · M3 Ultra 512GB Q8_0 ~15 6%
MacBook Pro 14" · M5 Max 36GB Q6_K ~15 70%
MacBook Pro 16" · M5 Max 36GB Q6_K ~15 70%
Mac Studio · M5 Max 36GB Q6_K ~15 70%
Mac Studio · M1 Ultra 64GB Q8_0 ~15 50%
Mac Studio · M1 Ultra 128GB Q8_0 ~15 25%
Mac Studio · M2 Ultra 64GB Q8_0 ~15 50%
Mac Studio · M2 Ultra 128GB Q8_0 ~15 25%
Mac Studio · M2 Ultra 192GB Q8_0 ~15 17%
MacBook Pro 14" · M4 Max 36GB Q6_K ~13 70%
MacBook Pro 16" · M4 Max 36GB Q6_K ~13 70%
Mac Studio · M4 Max 36GB Q6_K ~13 70%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~11 67%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~11 50%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~11 25%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~11 67%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~11 50%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~11 25%
Mac Studio · M5 Max 48GB Q8_0 ~11 67%
Mac Studio · M5 Max 64GB Q8_0 ~11 50%
Mac Studio · M5 Max 128GB Q8_0 ~11 25%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~10 67%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~10 50%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~10 25%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~10 67%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~10 50%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~10 25%
Mac Studio · M4 Max 48GB Q8_0 ~10 67%
Mac Studio · M4 Max 64GB Q8_0 ~10 50%
Mac Studio · M4 Max 128GB Q8_0 ~10 25%
MacBook Pro 14" · M1 Max 32GB Q6_K ~10 78%
MacBook Pro 14" · M2 Max 32GB Q6_K ~10 78%
MacBook Pro 14" · M3 Max 36GB Q6_K ~10 70%
MacBook Pro 16" · M1 Max 32GB Q6_K ~10 78%
MacBook Pro 16" · M2 Max 32GB Q6_K ~10 78%
MacBook Pro 16" · M3 Max 36GB Q6_K ~10 70%
Mac Studio · M1 Max 32GB Q6_K ~10 78%
Mac Studio · M2 Max 32GB Q6_K ~10 78%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~7 50%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~7 50%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~7 34%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~7 67%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~7 50%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~7 34%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~7 25%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~7 50%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~7 50%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~7 34%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~7 67%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~7 50%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~7 34%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~7 25%
Mac Studio · M1 Max 64GB Q8_0 ~7 50%
Mac Studio · M2 Max 64GB Q8_0 ~7 50%
Mac Studio · M2 Max 96GB Q8_0 ~7 34%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~6 67%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~6 50%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~6 67%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~6 50%
Mac mini · M5 Pro 48GB Q8_0 ~6 67%
Mac mini · M5 Pro 64GB Q8_0 ~6 50%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~5 67%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~5 67%
Mac mini · M4 Pro 48GB Q8_0 ~5 67%
Mac mini · M4 Pro 64GB Q8_0 ~5 50%
MacBook Pro 14" · M1 Pro 32GB Q6_K ~5 78%
MacBook Pro 14" · M2 Pro 32GB Q6_K ~5 78%
MacBook Pro 16" · M1 Pro 32GB Q6_K ~5 78%
MacBook Pro 16" · M2 Pro 32GB Q6_K ~5 78%
Mac mini · M2 Pro 32GB Q6_K ~5 78%
Mac mini · M6 32GB Q6_K ~4 78%
MacBook Air · M5 32GB Q6_K ~4 78%
MacBook Pro 14" · M5 32GB Q6_K ~4 78%
MacBook Pro 14" · M3 Pro 36GB Q6_K ~4 70%
MacBook Pro 16" · M3 Pro 36GB Q6_K ~4 70%
MacBook Air · M4 32GB Q6_K ~3 78%
MacBook Pro 14" · M4 32GB Q6_K ~3 78%
Mac mini · M4 32GB Q6_K ~3 78%
iMac · M4 32GB Q6_K ~3 78%
MacBook Pro 14" · M1 Pro 16GB Q2_K ~10 80%
MacBook Pro 14" · M2 Pro 16GB Q2_K ~10 80%
MacBook Pro 16" · M1 Pro 16GB Q2_K ~10 80%
MacBook Pro 16" · M2 Pro 16GB Q2_K ~10 80%
Mac mini · M2 Pro 16GB Q2_K ~10 80%
MacBook Pro 14" · M5 Pro 24GB Q4_K_M ~10 78%
MacBook Pro 16" · M5 Pro 24GB Q4_K_M ~10 78%
Mac mini · M5 Pro 24GB Q4_K_M ~10 78%
MacBook Pro 14" · M4 Pro 24GB Q4_K_M ~9 78%
MacBook Pro 16" · M4 Pro 24GB Q4_K_M ~9 78%
Mac mini · M4 Pro 24GB Q4_K_M ~9 78%
Mac mini · M6 16GB Q2_K ~9 80%
MacBook Air · M5 16GB Q2_K ~8 80%
MacBook Pro 14" · M5 16GB Q2_K ~8 80%
MacBook Pro 14" · M3 Pro 18GB Q2_K ~8 72%
MacBook Pro 16" · M3 Pro 18GB Q2_K ~8 72%
MacBook Air · M4 16GB Q2_K ~6 80%
MacBook Pro 14" · M4 16GB Q2_K ~6 80%
Mac mini · M4 16GB Q2_K ~6 80%
iMac · M4 16GB Q2_K ~6 80%
Mac mini · M6 24GB Q4_K_M ~6 78%
MacBook Air · M2 16GB Q2_K ~5 80%
MacBook Air · M3 16GB Q2_K ~5 80%
MacBook Pro 14" · M3 16GB Q2_K ~5 80%
Mac mini · M2 16GB Q2_K ~5 80%
iMac · M3 16GB Q2_K ~5 80%
MacBook Air · M5 24GB Q4_K_M ~5 78%
MacBook Pro 14" · M5 24GB Q4_K_M ~5 78%
MacBook Air · M4 24GB Q4_K_M ~4 78%
MacBook Pro 14" · M4 24GB Q4_K_M ~4 78%
Mac mini · M4 24GB Q4_K_M ~4 78%
iMac · M4 24GB Q4_K_M ~4 78%
MacBook Air · M1 16GB Q2_K ~4 80%
Mac mini · M1 16GB Q2_K ~4 80%
iMac · M1 16GB Q2_K ~4 80%
MacBook Air · M2 24GB Q4_K_M ~3 78%
MacBook Air · M3 24GB Q4_K_M ~3 78%
MacBook Pro 14" · M3 24GB Q4_K_M ~3 78%
Mac mini · M2 24GB Q4_K_M ~3 78%
iMac · M3 24GB Q4_K_M ~3 78%
MacBook Air · M2 8GB — — 161%
MacBook Air · M3 8GB — — 161%
MacBook Pro 14" · M3 8GB — — 161%
Mac mini · M2 8GB — — 161%
iMac · M3 8GB — — 161%
MacBook Air · M1 8GB — — 161%
Mac mini · M1 8GB — — 161%
iMac · M1 8GB — — 161%

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