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Ovis1.6 Gemma2 9B

Multimodal model by ath-maas · 10.21B parameters

By , Founder & Lead Engineer
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

Runs Excellently

Ovis1.6 Gemma2 9B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 50% of your RAM.

~16 tok/s

Q8_0 · 11.9 GB · Estimated

Run it now. Download free No account, no caps, no terminal.

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 11.9 GB~16 tok/s
Q6_K 9.3 GB~21 tok/s
Q5_K_M 8.1 GB~24 tok/s
Q4_K_M 7.1 GB~29 tok/s
Q3_K_M 6.1 GB~34 tok/s
Q2_K 4.9 GB~45 tok/s

Specifications

Parameters10.2B
Architectureovis
Context Length4K
CategoryMultimodal
Capabilitiesvision
Formatgguf
Minimum RAM5.7 GB
Licenseapache-2.0
HuggingFace Downloads70,449

Which Mac Can Run Ovis1.6 Gemma2 9B?

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 Pro 16GB

Q8_0 · ~10 tok/s · 74% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~42 12%
Mac Studio · M3 Ultra 256GB Q8_0 ~42 5%
Mac Studio · M3 Ultra 512GB Q8_0 ~42 2%
Mac Studio · M1 Ultra 64GB Q8_0 ~41 19%
Mac Studio · M1 Ultra 128GB Q8_0 ~41 9%
Mac Studio · M2 Ultra 64GB Q8_0 ~41 19%
Mac Studio · M2 Ultra 128GB Q8_0 ~41 9%
Mac Studio · M2 Ultra 192GB Q8_0 ~41 6%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~32 33%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~32 25%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~32 19%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~32 9%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~32 33%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~32 25%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~32 19%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~32 9%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~28 33%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~28 25%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~28 19%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~28 9%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~28 33%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~28 25%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~28 19%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~28 9%
Mac Studio · M4 Max 36GB Q8_0 ~28 33%
Mac Studio · M4 Max 48GB Q8_0 ~28 25%
Mac Studio · M4 Max 64GB Q8_0 ~28 19%
Mac Studio · M4 Max 128GB Q8_0 ~28 9%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~21 37%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~21 19%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~21 37%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~21 19%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~21 12%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~21 33%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~21 25%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~21 19%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~21 12%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~21 9%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~21 37%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~21 19%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~21 37%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~21 19%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~21 12%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~21 33%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~21 25%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~21 19%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~21 12%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~21 9%
Mac Studio · M1 Max 32GB Q8_0 ~21 37%
Mac Studio · M1 Max 64GB Q8_0 ~21 19%
Mac Studio · M2 Max 32GB Q8_0 ~21 37%
Mac Studio · M2 Max 64GB Q8_0 ~21 19%
Mac Studio · M2 Max 96GB Q8_0 ~21 12%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~16 50%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~16 25%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~16 19%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~16 50%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~16 25%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~16 19%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~14 50%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~14 25%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~14 50%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~14 25%
Mac mini · M4 Pro 24GB Q8_0 ~14 50%
Mac mini · M4 Pro 48GB Q8_0 ~14 25%
Mac mini · M4 Pro 64GB Q8_0 ~14 19%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~10 74%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~10 37%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~10 74%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~10 37%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~10 74%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~10 37%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~10 74%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~10 37%
Mac mini · M2 Pro 16GB Q8_0 ~10 74%
Mac mini · M2 Pro 32GB Q8_0 ~10 37%
MacBook Air · M5 16GB Q8_0 ~8 74%
MacBook Air · M5 24GB Q8_0 ~8 50%
MacBook Air · M5 32GB Q8_0 ~8 37%
MacBook Pro 14" · M5 16GB Q8_0 ~8 74%
MacBook Pro 14" · M5 24GB Q8_0 ~8 50%
MacBook Pro 14" · M5 32GB Q8_0 ~8 37%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~8 66%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~8 33%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~8 66%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~8 33%
MacBook Air · M4 16GB Q8_0 ~6 74%
MacBook Air · M4 24GB Q8_0 ~6 50%
MacBook Air · M4 32GB Q8_0 ~6 37%
MacBook Pro 14" · M4 16GB Q8_0 ~6 74%
MacBook Pro 14" · M4 24GB Q8_0 ~6 50%
MacBook Pro 14" · M4 32GB Q8_0 ~6 37%
Mac mini · M4 16GB Q8_0 ~6 74%
Mac mini · M4 24GB Q8_0 ~6 50%
Mac mini · M4 32GB Q8_0 ~6 37%
iMac · M4 16GB Q8_0 ~6 74%
iMac · M4 24GB Q8_0 ~6 50%
iMac · M4 32GB Q8_0 ~6 37%
MacBook Air · M2 16GB Q8_0 ~5 74%
MacBook Air · M2 24GB Q8_0 ~5 50%
MacBook Air · M3 16GB Q8_0 ~5 74%
MacBook Air · M3 24GB Q8_0 ~5 50%
MacBook Pro 14" · M3 16GB Q8_0 ~5 74%
MacBook Pro 14" · M3 24GB Q8_0 ~5 50%
Mac mini · M2 16GB Q8_0 ~5 74%
Mac mini · M2 24GB Q8_0 ~5 50%
iMac · M3 16GB Q8_0 ~5 74%
iMac · M3 24GB Q8_0 ~5 50%
MacBook Air · M1 16GB Q8_0 ~4 74%
Mac mini · M1 16GB Q8_0 ~4 74%
iMac · M1 16GB Q8_0 ~4 74%
MacBook Air · M2 8GB Q3_K_M ~11 76%
MacBook Air · M3 8GB Q3_K_M ~11 76%
MacBook Pro 14" · M3 8GB Q3_K_M ~11 76%
Mac mini · M2 8GB Q3_K_M ~11 76%
iMac · M3 8GB Q3_K_M ~11 76%
MacBook Air · M1 8GB Q3_K_M ~8 76%
Mac mini · M1 8GB Q3_K_M ~8 76%
iMac · M1 8GB Q3_K_M ~8 76%

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