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Trinity Mini Base

General model by arcee-ai · 26.12B 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

Trinity Mini Base can run but will be tight at 83% of RAM. Consider a lower quantization or closing other apps.

~10 tok/s

Q5_K_M · 20.0 GB · Estimated

Alternative: Q4_K_M (17.4 GB, ~11 tok/s)

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 29.6 GB~6 tok/s✗
Q6_K 23.1 GB~8 tok/s✗
Q5_K_M Recommended 20.0 GB~10 tok/s✓
Q4_K_M 17.4 GB~11 tok/s✓
Q3_K_M 14.7 GB~13 tok/s✓
Q2_K 11.9 GB~17 tok/s✓

Specifications

Parameters26.1B
Architectureafmoe
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM14.6 GB
HuggingFace Downloads1,725
View on HuggingFace →

Which Mac Can Run Trinity Mini Base?

Minimum Mac

MacBook Pro 14" — M1 Max 32GB

Q6_K · ~11 tok/s · 72% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~16 31%
Mac Studio · M3 Ultra 256GB Q8_0 ~16 12%
Mac Studio · M3 Ultra 512GB Q8_0 ~16 6%
Mac Studio · M1 Ultra 64GB Q8_0 ~16 46%
Mac Studio · M1 Ultra 128GB Q8_0 ~16 23%
Mac Studio · M2 Ultra 64GB Q8_0 ~16 46%
Mac Studio · M2 Ultra 128GB Q8_0 ~16 23%
Mac Studio · M2 Ultra 192GB Q8_0 ~16 15%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~12 82%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~12 62%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~12 46%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~12 23%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~12 82%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~12 62%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~12 46%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~12 23%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~11 82%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~11 62%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~11 46%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~11 23%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~11 82%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~11 62%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~11 46%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~11 23%
Mac Studio · M4 Max 36GB Q8_0 ~11 82%
Mac Studio · M4 Max 48GB Q8_0 ~11 62%
Mac Studio · M4 Max 64GB Q8_0 ~11 46%
Mac Studio · M4 Max 128GB Q8_0 ~11 23%
MacBook Pro 14" · M1 Max 32GB Q6_K ~11 72%
MacBook Pro 14" · M2 Max 32GB Q6_K ~11 72%
MacBook Pro 16" · M1 Max 32GB Q6_K ~11 72%
MacBook Pro 16" · M2 Max 32GB Q6_K ~11 72%
Mac Studio · M1 Max 32GB Q6_K ~11 72%
Mac Studio · M2 Max 32GB Q6_K ~11 72%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~8 46%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~8 46%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~8 31%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~8 82%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~8 62%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~8 46%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~8 31%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~8 23%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~8 46%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~8 46%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~8 31%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~8 82%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~8 62%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~8 46%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~8 31%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~8 23%
Mac Studio · M1 Max 64GB Q8_0 ~8 46%
Mac Studio · M2 Max 64GB Q8_0 ~8 46%
Mac Studio · M2 Max 96GB Q8_0 ~8 31%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~6 62%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~6 46%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~6 62%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~6 46%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~5 62%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~5 62%
Mac mini · M4 Pro 48GB Q8_0 ~5 62%
Mac mini · M4 Pro 64GB Q8_0 ~5 46%
MacBook Pro 14" · M1 Pro 32GB Q6_K ~5 72%
MacBook Pro 14" · M2 Pro 32GB Q6_K ~5 72%
MacBook Pro 16" · M1 Pro 32GB Q6_K ~5 72%
MacBook Pro 16" · M2 Pro 32GB Q6_K ~5 72%
Mac mini · M2 Pro 32GB Q6_K ~5 72%
MacBook Air · M5 32GB Q6_K ~4 72%
MacBook Pro 14" · M5 32GB Q6_K ~4 72%
MacBook Air · M4 32GB Q6_K ~3 72%
MacBook Pro 14" · M4 32GB Q6_K ~3 72%
Mac mini · M4 32GB Q6_K ~3 72%
iMac · M4 32GB Q6_K ~3 72%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~3 82%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~3 82%
MacBook Pro 14" · M1 Pro 16GB Q2_K ~11 74%
MacBook Pro 14" · M2 Pro 16GB Q2_K ~11 74%
MacBook Pro 16" · M1 Pro 16GB Q2_K ~11 74%
MacBook Pro 16" · M2 Pro 16GB Q2_K ~11 74%
Mac mini · M2 Pro 16GB Q2_K ~11 74%
MacBook Pro 14" · M5 Pro 24GB Q5_K_M ~10 83%
MacBook Pro 16" · M5 Pro 24GB Q5_K_M ~10 83%
MacBook Air · M5 16GB Q2_K ~9 74%
MacBook Pro 14" · M5 16GB Q2_K ~9 74%
MacBook Pro 14" · M4 Pro 24GB Q5_K_M ~8 83%
MacBook Pro 16" · M4 Pro 24GB Q5_K_M ~8 83%
Mac mini · M4 Pro 24GB Q5_K_M ~8 83%
MacBook Air · M4 16GB Q2_K ~7 74%
MacBook Pro 14" · M4 16GB Q2_K ~7 74%
Mac mini · M4 16GB Q2_K ~7 74%
iMac · M4 16GB Q2_K ~7 74%
MacBook Pro 14" · M3 Pro 18GB Q3_K_M ~7 82%
MacBook Pro 16" · M3 Pro 18GB Q3_K_M ~7 82%
MacBook Air · M2 16GB Q2_K ~6 74%
MacBook Air · M3 16GB Q2_K ~6 74%
MacBook Pro 14" · M3 16GB Q2_K ~6 74%
Mac mini · M2 16GB Q2_K ~6 74%
iMac · M3 16GB Q2_K ~6 74%
MacBook Air · M5 24GB Q5_K_M ~5 83%
MacBook Pro 14" · M5 24GB Q5_K_M ~5 83%
MacBook Air · M1 16GB Q2_K ~4 74%
Mac mini · M1 16GB Q2_K ~4 74%
iMac · M1 16GB Q2_K ~4 74%
MacBook Air · M4 24GB Q5_K_M ~4 83%
MacBook Pro 14" · M4 24GB Q5_K_M ~4 83%
Mac mini · M4 24GB Q5_K_M ~4 83%
iMac · M4 24GB Q5_K_M ~4 83%
MacBook Air · M2 24GB Q5_K_M ~3 83%
MacBook Air · M3 24GB Q5_K_M ~3 83%
MacBook Pro 14" · M3 24GB Q5_K_M ~3 83%
Mac mini · M2 24GB Q5_K_M ~3 83%
iMac · M3 24GB Q5_K_M ~3 83%
MacBook Air · M2 8GB — — 148%
MacBook Air · M3 8GB — — 148%
MacBook Pro 14" · M3 8GB — — 148%
Mac mini · M2 8GB — — 148%
iMac · M3 8GB — — 148%
MacBook Air · M1 8GB — — 148%
Mac mini · M1 8GB — — 148%
iMac · M1 8GB — — 148%

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