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cope b a4b

General model by zentropi-ai · 25.23B 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

cope b a4b can run but will be tight at 80% of RAM. Consider a lower quantization or closing other apps.

~10tok/s
Q5_K_M19.3 GBEstimated

Alternative: Q4_K_M (16.8 GB, ~12 tok/s)

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Specifications

Parameters25.2B
Architecturegemma4_text
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM14.1 GB
Licenseapache-2.0

GGUF Sources

mradermacher
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 28.6 GB~6 tok/s✗
Q6_K 22.3 GB~8 tok/s✗
Q5_K_M Recommended 19.3 GB~10 tok/s✓
Q4_K_M 16.8 GB~12 tok/s✓
Q3_K_M 14.3 GB~14 tok/s✓
Q2_K 11.5 GB~18 tok/s✓

Which Mac Can Run cope b a4b?

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 · ~11 tok/s · 70% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~25 30%
Mac Studio · M5 Ultra 256GB Q8_0 ~25 11%
Mac Studio · M5 Ultra 512GB Q8_0 ~25 6%
Mac Studio · M3 Ultra 96GB Q8_0 ~17 30%
Mac Studio · M3 Ultra 256GB Q8_0 ~17 11%
Mac Studio · M3 Ultra 512GB Q8_0 ~17 6%
Mac Studio · M1 Ultra 64GB Q8_0 ~17 45%
Mac Studio · M1 Ultra 128GB Q8_0 ~17 22%
Mac Studio · M2 Ultra 64GB Q8_0 ~17 45%
Mac Studio · M2 Ultra 128GB Q8_0 ~17 22%
Mac Studio · M2 Ultra 192GB Q8_0 ~17 15%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~13 80%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~13 60%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~13 45%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~13 22%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~13 80%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~13 60%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~13 45%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~13 22%
Mac Studio · M5 Max 36GB Q8_0 ~13 80%
Mac Studio · M5 Max 48GB Q8_0 ~13 60%
Mac Studio · M5 Max 64GB Q8_0 ~13 45%
Mac Studio · M5 Max 128GB Q8_0 ~13 22%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~11 80%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~11 60%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~11 45%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~11 22%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~11 80%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~11 60%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~11 45%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~11 22%
Mac Studio · M4 Max 36GB Q8_0 ~11 80%
Mac Studio · M4 Max 48GB Q8_0 ~11 60%
Mac Studio · M4 Max 64GB Q8_0 ~11 45%
Mac Studio · M4 Max 128GB Q8_0 ~11 22%
MacBook Pro 14" · M1 Max 32GB Q6_K ~11 70%
MacBook Pro 14" · M2 Max 32GB Q6_K ~11 70%
MacBook Pro 16" · M1 Max 32GB Q6_K ~11 70%
MacBook Pro 16" · M2 Max 32GB Q6_K ~11 70%
Mac Studio · M1 Max 32GB Q6_K ~11 70%
Mac Studio · M2 Max 32GB Q6_K ~11 70%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~8 45%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~8 45%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~8 30%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~8 80%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~8 60%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~8 45%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~8 30%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~8 22%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~8 45%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~8 45%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~8 30%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~8 80%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~8 60%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~8 45%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~8 30%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~8 22%
Mac Studio · M1 Max 64GB Q8_0 ~8 45%
Mac Studio · M2 Max 64GB Q8_0 ~8 45%
Mac Studio · M2 Max 96GB Q8_0 ~8 30%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~6 60%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~6 45%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~6 60%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~6 45%
Mac mini · M5 Pro 48GB Q8_0 ~6 60%
Mac mini · M5 Pro 64GB Q8_0 ~6 45%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~6 60%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~6 60%
Mac mini · M4 Pro 48GB Q8_0 ~6 60%
Mac mini · M4 Pro 64GB Q8_0 ~6 45%
MacBook Pro 14" · M1 Pro 32GB Q6_K ~5 70%
MacBook Pro 14" · M2 Pro 32GB Q6_K ~5 70%
MacBook Pro 16" · M1 Pro 32GB Q6_K ~5 70%
MacBook Pro 16" · M2 Pro 32GB Q6_K ~5 70%
Mac mini · M2 Pro 32GB Q6_K ~5 70%
Mac mini · M6 32GB Q6_K ~5 70%
MacBook Air · M5 32GB Q6_K ~4 70%
MacBook Pro 14" · M5 32GB Q6_K ~4 70%
MacBook Air · M4 32GB Q6_K ~3 70%
MacBook Pro 14" · M4 32GB Q6_K ~3 70%
Mac mini · M4 32GB Q6_K ~3 70%
iMac · M4 32GB Q6_K ~3 70%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~3 80%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~3 80%
MacBook Pro 14" · M1 Pro 16GB Q2_K ~12 72%
MacBook Pro 14" · M2 Pro 16GB Q2_K ~12 72%
MacBook Pro 16" · M1 Pro 16GB Q2_K ~12 72%
MacBook Pro 16" · M2 Pro 16GB Q2_K ~12 72%
Mac mini · M2 Pro 16GB Q2_K ~12 72%
Mac mini · M6 16GB Q2_K ~10 72%
MacBook Pro 14" · M5 Pro 24GB Q5_K_M ~10 80%
MacBook Pro 16" · M5 Pro 24GB Q5_K_M ~10 80%
Mac mini · M5 Pro 24GB Q5_K_M ~10 80%
MacBook Air · M5 16GB Q2_K ~9 72%
MacBook Pro 14" · M5 16GB Q2_K ~9 72%
MacBook Pro 14" · M4 Pro 24GB Q5_K_M ~9 80%
MacBook Pro 16" · M4 Pro 24GB Q5_K_M ~9 80%
Mac mini · M4 Pro 24GB Q5_K_M ~9 80%
MacBook Air · M4 16GB Q2_K ~7 72%
MacBook Pro 14" · M4 16GB Q2_K ~7 72%
Mac mini · M4 16GB Q2_K ~7 72%
iMac · M4 16GB Q2_K ~7 72%
MacBook Pro 14" · M3 Pro 18GB Q3_K_M ~7 79%
MacBook Pro 16" · M3 Pro 18GB Q3_K_M ~7 79%
MacBook Air · M2 16GB Q2_K ~6 72%
MacBook Air · M3 16GB Q2_K ~6 72%
MacBook Pro 14" · M3 16GB Q2_K ~6 72%
Mac mini · M2 16GB Q2_K ~6 72%
iMac · M3 16GB Q2_K ~6 72%
Mac mini · M6 24GB Q5_K_M ~5 80%
MacBook Air · M5 24GB Q5_K_M ~5 80%
MacBook Pro 14" · M5 24GB Q5_K_M ~5 80%
MacBook Air · M1 16GB Q2_K ~4 72%
Mac mini · M1 16GB Q2_K ~4 72%
iMac · M1 16GB Q2_K ~4 72%
MacBook Air · M4 24GB Q5_K_M ~4 80%
MacBook Pro 14" · M4 24GB Q5_K_M ~4 80%
Mac mini · M4 24GB Q5_K_M ~4 80%
iMac · M4 24GB Q5_K_M ~4 80%
MacBook Air · M2 24GB Q5_K_M ~3 80%
MacBook Air · M3 24GB Q5_K_M ~3 80%
MacBook Pro 14" · M3 24GB Q5_K_M ~3 80%
Mac mini · M2 24GB Q5_K_M ~3 80%
iMac · M3 24GB Q5_K_M ~3 80%
MacBook Air · M2 8GB — — 144%
MacBook Air · M3 8GB — — 144%
MacBook Pro 14" · M3 8GB — — 144%
Mac mini · M2 8GB — — 144%
iMac · M3 8GB — — 144%
MacBook Air · M1 8GB — — 144%
Mac mini · M1 8GB — — 144%
iMac · M1 8GB — — 144%

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