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Ouro 2.6B Thinking

General model by bytedance · 2.67B 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

Runs Excellently

Ouro 2.6B Thinking fits comfortably in your 24 GB Mac using Q8_0 quantization, using 14% of your RAM.

~60tok/s
Q8_03.5 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters2.7B
Architectureouro
Context Length66K
CategoryGeneral
Formatgguf
Minimum RAM1.5 GB
Licenseapache-2.0
HuggingFace Downloads25,249
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 3.5 GB~60 tok/s✓
Q6_K 2.8 GB~79 tok/s✓
Q5_K_M 2.5 GB~93 tok/s✓
Q4_K_M 2.2 GB~109 tok/s✓
Q3_K_M 2.0 GB~132 tok/s✓
Q2_K 1.7 GB~171 tok/s✓

Which Mac Can Run Ouro 2.6B Thinking?

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 Air — M2 8GB

Q8_0 · ~20 tok/s · 43% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~241 4%
Mac Studio · M5 Ultra 256GB Q8_0 ~241 1%
Mac Studio · M5 Ultra 512GB Q8_0 ~241 1%
Mac Studio · M3 Ultra 96GB Q8_0 ~161 4%
Mac Studio · M3 Ultra 256GB Q8_0 ~161 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~161 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~157 5%
Mac Studio · M1 Ultra 128GB Q8_0 ~157 3%
Mac Studio · M2 Ultra 64GB Q8_0 ~157 5%
Mac Studio · M2 Ultra 128GB Q8_0 ~157 3%
Mac Studio · M2 Ultra 192GB Q8_0 ~157 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~120 10%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~120 7%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~120 5%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~120 3%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~120 10%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~120 7%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~120 5%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~120 3%
Mac Studio · M5 Max 36GB Q8_0 ~120 10%
Mac Studio · M5 Max 48GB Q8_0 ~120 7%
Mac Studio · M5 Max 64GB Q8_0 ~120 5%
Mac Studio · M5 Max 128GB Q8_0 ~120 3%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~107 10%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~107 7%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~107 5%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~107 3%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~107 10%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~107 7%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~107 5%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~107 3%
Mac Studio · M4 Max 36GB Q8_0 ~107 10%
Mac Studio · M4 Max 48GB Q8_0 ~107 7%
Mac Studio · M4 Max 64GB Q8_0 ~107 5%
Mac Studio · M4 Max 128GB Q8_0 ~107 3%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~78 11%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~78 5%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~78 11%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~78 5%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~78 4%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~78 10%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~78 7%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~78 5%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~78 4%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~78 3%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~78 11%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~78 5%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~78 11%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~78 5%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~78 4%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~78 10%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~78 7%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~78 5%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~78 4%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~78 3%
Mac Studio · M1 Max 32GB Q8_0 ~78 11%
Mac Studio · M1 Max 64GB Q8_0 ~78 5%
Mac Studio · M2 Max 32GB Q8_0 ~78 11%
Mac Studio · M2 Max 64GB Q8_0 ~78 5%
Mac Studio · M2 Max 96GB Q8_0 ~78 4%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~60 14%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~60 7%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~60 5%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~60 14%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~60 7%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~60 5%
Mac mini · M5 Pro 24GB Q8_0 ~60 14%
Mac mini · M5 Pro 48GB Q8_0 ~60 7%
Mac mini · M5 Pro 64GB Q8_0 ~60 5%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~54 14%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~54 7%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~54 14%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~54 7%
Mac mini · M4 Pro 24GB Q8_0 ~54 14%
Mac mini · M4 Pro 48GB Q8_0 ~54 7%
Mac mini · M4 Pro 64GB Q8_0 ~54 5%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~39 22%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~39 11%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~39 22%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~39 11%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~39 22%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~39 11%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~39 22%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~39 11%
Mac mini · M2 Pro 16GB Q8_0 ~39 22%
Mac mini · M2 Pro 32GB Q8_0 ~39 11%
Mac mini · M6 16GB Q8_0 ~33 22%
Mac mini · M6 24GB Q8_0 ~33 14%
Mac mini · M6 32GB Q8_0 ~33 11%
MacBook Air · M5 16GB Q8_0 ~30 22%
MacBook Air · M5 24GB Q8_0 ~30 14%
MacBook Air · M5 32GB Q8_0 ~30 11%
MacBook Pro 14" · M5 16GB Q8_0 ~30 22%
MacBook Pro 14" · M5 24GB Q8_0 ~30 14%
MacBook Pro 14" · M5 32GB Q8_0 ~30 11%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~29 19%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~29 10%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~29 19%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~29 10%
MacBook Air · M4 16GB Q8_0 ~24 22%
MacBook Air · M4 24GB Q8_0 ~24 14%
MacBook Air · M4 32GB Q8_0 ~24 11%
MacBook Pro 14" · M4 16GB Q8_0 ~24 22%
MacBook Pro 14" · M4 24GB Q8_0 ~24 14%
MacBook Pro 14" · M4 32GB Q8_0 ~24 11%
Mac mini · M4 16GB Q8_0 ~24 22%
Mac mini · M4 24GB Q8_0 ~24 14%
Mac mini · M4 32GB Q8_0 ~24 11%
iMac · M4 16GB Q8_0 ~24 22%
iMac · M4 24GB Q8_0 ~24 14%
iMac · M4 32GB Q8_0 ~24 11%
MacBook Air · M2 8GB Q8_0 ~20 43%
MacBook Air · M2 16GB Q8_0 ~20 22%
MacBook Air · M2 24GB Q8_0 ~20 14%
MacBook Air · M3 8GB Q8_0 ~20 43%
MacBook Air · M3 16GB Q8_0 ~20 22%
MacBook Air · M3 24GB Q8_0 ~20 14%
MacBook Pro 14" · M3 8GB Q8_0 ~20 43%
MacBook Pro 14" · M3 16GB Q8_0 ~20 22%
MacBook Pro 14" · M3 24GB Q8_0 ~20 14%
Mac mini · M2 8GB Q8_0 ~20 43%
Mac mini · M2 16GB Q8_0 ~20 22%
Mac mini · M2 24GB Q8_0 ~20 14%
iMac · M3 8GB Q8_0 ~20 43%
iMac · M3 16GB Q8_0 ~20 22%
iMac · M3 24GB Q8_0 ~20 14%
MacBook Air · M1 8GB Q8_0 ~13 43%
MacBook Air · M1 16GB Q8_0 ~13 22%
Mac mini · M1 8GB Q8_0 ~13 43%
Mac mini · M1 16GB Q8_0 ~13 22%
iMac · M1 8GB Q8_0 ~13 43%
iMac · M1 16GB Q8_0 ~13 22%

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