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Orion 14B Chat

Chat model by orionstarai · 10.92B 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

Runs Excellently

Orion 14B Chat fits comfortably in your 24 GB Mac using Q8_0 quantization, using 53% of your RAM.

~15 tok/s

Q8_0 · 12.7 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 12.7 GB~15 tok/s✓
Q6_K 10.0 GB~19 tok/s✓
Q5_K_M 8.6 GB~23 tok/s✓
Q4_K_M 7.5 GB~27 tok/s✓
Q3_K_M 6.5 GB~32 tok/s✓
Q2_K 5.3 GB~42 tok/s✓

Specifications

Parameters10.9B
Architectureorion
Context Length4K
CategoryChat
Formatgguf
Minimum RAM6.1 GB
HuggingFace Downloads33,632

GGUF Sources

mradermacher
View on HuggingFace →

Which Mac Can Run Orion 14B Chat?

Minimum Mac

MacBook Pro 14" — M1 Pro 16GB

Q8_0 · ~10 tok/s · 79% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~39 13%
Mac Studio · M3 Ultra 256GB Q8_0 ~39 5%
Mac Studio · M3 Ultra 512GB Q8_0 ~39 2%
Mac Studio · M1 Ultra 64GB Q8_0 ~38 20%
Mac Studio · M1 Ultra 128GB Q8_0 ~38 10%
Mac Studio · M2 Ultra 64GB Q8_0 ~38 20%
Mac Studio · M2 Ultra 128GB Q8_0 ~38 10%
Mac Studio · M2 Ultra 192GB Q8_0 ~38 7%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~29 35%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~29 26%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~29 20%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~29 10%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~29 35%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~29 26%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~29 20%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~29 10%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~26 35%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~26 26%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~26 20%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~26 10%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~26 35%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~26 26%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~26 20%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~26 10%
Mac Studio · M4 Max 36GB Q8_0 ~26 35%
Mac Studio · M4 Max 48GB Q8_0 ~26 26%
Mac Studio · M4 Max 64GB Q8_0 ~26 20%
Mac Studio · M4 Max 128GB Q8_0 ~26 10%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~19 40%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~19 20%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~19 40%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~19 20%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~19 13%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~19 35%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~19 26%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~19 20%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~19 13%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~19 10%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~19 40%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~19 20%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~19 40%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~19 20%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~19 13%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~19 35%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~19 26%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~19 20%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~19 13%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~19 10%
Mac Studio · M1 Max 32GB Q8_0 ~19 40%
Mac Studio · M1 Max 64GB Q8_0 ~19 20%
Mac Studio · M2 Max 32GB Q8_0 ~19 40%
Mac Studio · M2 Max 64GB Q8_0 ~19 20%
Mac Studio · M2 Max 96GB Q8_0 ~19 13%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~15 53%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~15 26%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~15 20%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~15 53%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~15 26%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~15 20%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~13 53%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~13 26%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~13 53%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~13 26%
Mac mini · M4 Pro 24GB Q8_0 ~13 53%
Mac mini · M4 Pro 48GB Q8_0 ~13 26%
Mac mini · M4 Pro 64GB Q8_0 ~13 20%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~10 79%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~10 40%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~10 79%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~10 40%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~10 79%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~10 40%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~10 79%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~10 40%
Mac mini · M2 Pro 16GB Q8_0 ~10 79%
Mac mini · M2 Pro 32GB Q8_0 ~10 40%
MacBook Air · M5 16GB Q8_0 ~7 79%
MacBook Air · M5 24GB Q8_0 ~7 53%
MacBook Air · M5 32GB Q8_0 ~7 40%
MacBook Pro 14" · M5 16GB Q8_0 ~7 79%
MacBook Pro 14" · M5 24GB Q8_0 ~7 53%
MacBook Pro 14" · M5 32GB Q8_0 ~7 40%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~7 70%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~7 35%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~7 70%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~7 35%
MacBook Air · M4 16GB Q8_0 ~6 79%
MacBook Air · M4 24GB Q8_0 ~6 53%
MacBook Air · M4 32GB Q8_0 ~6 40%
MacBook Pro 14" · M4 16GB Q8_0 ~6 79%
MacBook Pro 14" · M4 24GB Q8_0 ~6 53%
MacBook Pro 14" · M4 32GB Q8_0 ~6 40%
Mac mini · M4 16GB Q8_0 ~6 79%
Mac mini · M4 24GB Q8_0 ~6 53%
Mac mini · M4 32GB Q8_0 ~6 40%
iMac · M4 16GB Q8_0 ~6 79%
iMac · M4 24GB Q8_0 ~6 53%
iMac · M4 32GB Q8_0 ~6 40%
MacBook Air · M2 16GB Q8_0 ~5 79%
MacBook Air · M2 24GB Q8_0 ~5 53%
MacBook Air · M3 16GB Q8_0 ~5 79%
MacBook Air · M3 24GB Q8_0 ~5 53%
MacBook Pro 14" · M3 16GB Q8_0 ~5 79%
MacBook Pro 14" · M3 24GB Q8_0 ~5 53%
Mac mini · M2 16GB Q8_0 ~5 79%
Mac mini · M2 24GB Q8_0 ~5 53%
iMac · M3 16GB Q8_0 ~5 79%
iMac · M3 24GB Q8_0 ~5 53%
MacBook Air · M1 16GB Q8_0 ~3 79%
Mac mini · M1 16GB Q8_0 ~3 79%
iMac · M1 16GB Q8_0 ~3 79%
MacBook Air · M2 8GB Q3_K_M ~10 81%
MacBook Air · M3 8GB Q3_K_M ~10 81%
MacBook Pro 14" · M3 8GB Q3_K_M ~10 81%
Mac mini · M2 8GB Q3_K_M ~10 81%
iMac · M3 8GB Q3_K_M ~10 81%
MacBook Air · M1 8GB Q3_K_M ~7 81%
Mac mini · M1 8GB Q3_K_M ~7 81%
iMac · M1 8GB Q3_K_M ~7 81%

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