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medgemma 27b it

Multimodal model by Google · 28.84B 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

medgemma 27b it can run but will be tight at 80% of RAM. Consider a lower quantization or closing other apps.

~10 tok/s

Q4_K_M · 19.1 GB · Estimated

Alternative: Q3_K_M (16.2 GB, ~12 tok/s)

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 32.7 GB~6 tok/s✗
Q6_K 25.5 GB~7 tok/s✗
Q5_K_M 22.0 GB~9 tok/s✗
Q4_K_M Recommended 19.1 GB~10 tok/s✓
Q3_K_M 16.2 GB~12 tok/s✓
Q2_K 13.1 GB~16 tok/s✓

Specifications

Parameters28.8B
Architectureunknown
Context Length4K
CategoryMultimodal
Capabilitiesvision
Formatgguf
Minimum RAM16.1 GB
Licensehealth-ai-developer-foundations
HuggingFace Downloads620,648

GGUF Sources

unslothmradermacher
View on HuggingFace →

Which Mac Can Run medgemma 27b it?

Minimum Mac

MacBook Pro 14" — M1 Max 32GB

Q6_K · ~10 tok/s · 80% RAM

MacQuanttok/sRAM %
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 71%
MacBook Pro 16" · M5 Max 36GB Q6_K ~15 71%
Mac Studio · M1 Ultra 64GB Q8_0 ~15 51%
Mac Studio · M1 Ultra 128GB Q8_0 ~15 26%
Mac Studio · M2 Ultra 64GB Q8_0 ~15 51%
Mac Studio · M2 Ultra 128GB Q8_0 ~15 26%
Mac Studio · M2 Ultra 192GB Q8_0 ~15 17%
MacBook Pro 14" · M4 Max 36GB Q6_K ~13 71%
MacBook Pro 16" · M4 Max 36GB Q6_K ~13 71%
Mac Studio · M4 Max 36GB Q6_K ~13 71%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~11 68%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~11 51%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~11 26%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~11 68%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~11 51%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~11 26%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~10 68%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~10 51%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~10 26%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~10 68%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~10 51%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~10 26%
Mac Studio · M4 Max 48GB Q8_0 ~10 68%
Mac Studio · M4 Max 64GB Q8_0 ~10 51%
Mac Studio · M4 Max 128GB Q8_0 ~10 26%
MacBook Pro 14" · M1 Max 32GB Q6_K ~10 80%
MacBook Pro 14" · M2 Max 32GB Q6_K ~10 80%
MacBook Pro 14" · M3 Max 36GB Q6_K ~10 71%
MacBook Pro 16" · M1 Max 32GB Q6_K ~10 80%
MacBook Pro 16" · M2 Max 32GB Q6_K ~10 80%
MacBook Pro 16" · M3 Max 36GB Q6_K ~10 71%
Mac Studio · M1 Max 32GB Q6_K ~10 80%
Mac Studio · M2 Max 32GB Q6_K ~10 80%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~7 51%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~7 51%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~7 34%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~7 68%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~7 51%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~7 34%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~7 26%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~7 51%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~7 51%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~7 34%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~7 68%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~7 51%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~7 34%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~7 26%
Mac Studio · M1 Max 64GB Q8_0 ~7 51%
Mac Studio · M2 Max 64GB Q8_0 ~7 51%
Mac Studio · M2 Max 96GB Q8_0 ~7 34%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~6 68%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~6 51%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~6 68%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~6 51%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~5 68%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~5 68%
Mac mini · M4 Pro 48GB Q8_0 ~5 68%
Mac mini · M4 Pro 64GB Q8_0 ~5 51%
MacBook Pro 14" · M1 Pro 32GB Q6_K ~5 80%
MacBook Pro 14" · M2 Pro 32GB Q6_K ~5 80%
MacBook Pro 16" · M1 Pro 32GB Q6_K ~5 80%
MacBook Pro 16" · M2 Pro 32GB Q6_K ~5 80%
Mac mini · M2 Pro 32GB Q6_K ~5 80%
MacBook Air · M5 32GB Q6_K ~4 80%
MacBook Pro 14" · M5 32GB Q6_K ~4 80%
MacBook Pro 14" · M3 Pro 36GB Q6_K ~4 71%
MacBook Pro 16" · M3 Pro 36GB Q6_K ~4 71%
MacBook Air · M4 32GB Q6_K ~3 80%
MacBook Pro 14" · M4 32GB Q6_K ~3 80%
Mac mini · M4 32GB Q6_K ~3 80%
iMac · M4 32GB Q6_K ~3 80%
MacBook Pro 14" · M1 Pro 16GB Q2_K ~10 82%
MacBook Pro 14" · M2 Pro 16GB Q2_K ~10 82%
MacBook Pro 16" · M1 Pro 16GB Q2_K ~10 82%
MacBook Pro 16" · M2 Pro 16GB Q2_K ~10 82%
Mac mini · M2 Pro 16GB Q2_K ~10 82%
MacBook Pro 14" · M5 Pro 24GB Q4_K_M ~10 80%
MacBook Pro 16" · M5 Pro 24GB Q4_K_M ~10 80%
MacBook Pro 14" · M4 Pro 24GB Q4_K_M ~9 80%
MacBook Pro 16" · M4 Pro 24GB Q4_K_M ~9 80%
Mac mini · M4 Pro 24GB Q4_K_M ~9 80%
MacBook Air · M5 16GB Q2_K ~8 82%
MacBook Pro 14" · M5 16GB Q2_K ~8 82%
MacBook Pro 14" · M3 Pro 18GB Q2_K ~8 73%
MacBook Pro 16" · M3 Pro 18GB Q2_K ~8 73%
MacBook Air · M4 16GB Q2_K ~6 82%
MacBook Pro 14" · M4 16GB Q2_K ~6 82%
Mac mini · M4 16GB Q2_K ~6 82%
iMac · M4 16GB Q2_K ~6 82%
MacBook Air · M2 16GB Q2_K ~5 82%
MacBook Air · M3 16GB Q2_K ~5 82%
MacBook Pro 14" · M3 16GB Q2_K ~5 82%
Mac mini · M2 16GB Q2_K ~5 82%
iMac · M3 16GB Q2_K ~5 82%
MacBook Air · M5 24GB Q4_K_M ~5 80%
MacBook Pro 14" · M5 24GB Q4_K_M ~5 80%
MacBook Air · M4 24GB Q4_K_M ~4 80%
MacBook Pro 14" · M4 24GB Q4_K_M ~4 80%
Mac mini · M4 24GB Q4_K_M ~4 80%
iMac · M4 24GB Q4_K_M ~4 80%
MacBook Air · M1 16GB Q2_K ~4 82%
Mac mini · M1 16GB Q2_K ~4 82%
iMac · M1 16GB Q2_K ~4 82%
MacBook Air · M2 24GB Q4_K_M ~3 80%
MacBook Air · M3 24GB Q4_K_M ~3 80%
MacBook Pro 14" · M3 24GB Q4_K_M ~3 80%
Mac mini · M2 24GB Q4_K_M ~3 80%
iMac · M3 24GB Q4_K_M ~3 80%
MacBook Air · M2 8GB — — 163%
MacBook Air · M3 8GB — — 163%
MacBook Pro 14" · M3 8GB — — 163%
Mac mini · M2 8GB — — 163%
iMac · M3 8GB — — 163%
MacBook Air · M1 8GB — — 163%
Mac mini · M1 8GB — — 163%
iMac · M1 8GB — — 163%

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