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AquilaDense 16B

General model by BAAI · 16.66B 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

AquilaDense 16B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 80% of your RAM.

~10tok/s
Q8_019.1 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters16.7B
Architectureaquiladense
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM9.3 GB
Licenseapache-2.0
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 19.1 GB~10 tok/s✓
Q6_K 14.9 GB~13 tok/s✓
Q5_K_M 12.9 GB~15 tok/s✓
Q4_K_M 11.3 GB~17 tok/s✓
Q3_K_M 9.6 GB~21 tok/s✓
Q2_K 7.8 GB~27 tok/s✓

Which Mac Can Run AquilaDense 16B?

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" — M5 Pro 24GB

Q8_0 · ~10 tok/s · 80% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~26 20%
Mac Studio · M3 Ultra 256GB Q8_0 ~26 7%
Mac Studio · M3 Ultra 512GB Q8_0 ~26 4%
Mac Studio · M1 Ultra 64GB Q8_0 ~25 30%
Mac Studio · M1 Ultra 128GB Q8_0 ~25 15%
Mac Studio · M2 Ultra 64GB Q8_0 ~25 30%
Mac Studio · M2 Ultra 128GB Q8_0 ~25 15%
Mac Studio · M2 Ultra 192GB Q8_0 ~25 10%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~19 53%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~19 40%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~19 30%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~19 15%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~19 53%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~19 40%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~19 30%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~19 15%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~17 53%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~17 40%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~17 30%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~17 15%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~17 53%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~17 40%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~17 30%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~17 15%
Mac Studio · M4 Max 36GB Q8_0 ~17 53%
Mac Studio · M4 Max 48GB Q8_0 ~17 40%
Mac Studio · M4 Max 64GB Q8_0 ~17 30%
Mac Studio · M4 Max 128GB Q8_0 ~17 15%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~13 60%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~13 30%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~13 60%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~13 30%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~13 20%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~13 53%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~13 40%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~13 30%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~13 20%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~13 15%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~13 60%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~13 30%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~13 60%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~13 30%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~13 20%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~13 53%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~13 40%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~13 30%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~13 20%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~13 15%
Mac Studio · M1 Max 32GB Q8_0 ~13 60%
Mac Studio · M1 Max 64GB Q8_0 ~13 30%
Mac Studio · M2 Max 32GB Q8_0 ~13 60%
Mac Studio · M2 Max 64GB Q8_0 ~13 30%
Mac Studio · M2 Max 96GB Q8_0 ~13 20%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~10 80%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~10 40%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~10 30%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~10 80%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~10 40%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~10 30%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~9 80%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~9 40%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~9 80%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~9 40%
Mac mini · M4 Pro 24GB Q8_0 ~9 80%
Mac mini · M4 Pro 48GB Q8_0 ~9 40%
Mac mini · M4 Pro 64GB Q8_0 ~9 30%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~6 60%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~6 60%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~6 60%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~6 60%
Mac mini · M2 Pro 32GB Q8_0 ~6 60%
MacBook Air · M5 24GB Q8_0 ~5 80%
MacBook Air · M5 32GB Q8_0 ~5 60%
MacBook Pro 14" · M5 24GB Q8_0 ~5 80%
MacBook Pro 14" · M5 32GB Q8_0 ~5 60%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~5 53%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~5 53%
MacBook Air · M4 24GB Q8_0 ~4 80%
MacBook Air · M4 32GB Q8_0 ~4 60%
MacBook Pro 14" · M4 24GB Q8_0 ~4 80%
MacBook Pro 14" · M4 32GB Q8_0 ~4 60%
Mac mini · M4 24GB Q8_0 ~4 80%
Mac mini · M4 32GB Q8_0 ~4 60%
iMac · M4 24GB Q8_0 ~4 80%
iMac · M4 32GB Q8_0 ~4 60%
MacBook Air · M2 24GB Q8_0 ~3 80%
MacBook Air · M3 24GB Q8_0 ~3 80%
MacBook Pro 14" · M3 24GB Q8_0 ~3 80%
Mac mini · M2 24GB Q8_0 ~3 80%
iMac · M3 24GB Q8_0 ~3 80%
MacBook Pro 14" · M1 Pro 16GB Q5_K_M ~10 81%
MacBook Pro 14" · M2 Pro 16GB Q5_K_M ~10 81%
MacBook Pro 16" · M1 Pro 16GB Q5_K_M ~10 81%
MacBook Pro 16" · M2 Pro 16GB Q5_K_M ~10 81%
Mac mini · M2 Pro 16GB Q5_K_M ~10 81%
MacBook Air · M5 16GB Q5_K_M ~7 81%
MacBook Pro 14" · M5 16GB Q5_K_M ~7 81%
MacBook Pro 14" · M3 Pro 18GB Q6_K ~6 83%
MacBook Pro 16" · M3 Pro 18GB Q6_K ~6 83%
MacBook Air · M4 16GB Q5_K_M ~6 81%
MacBook Pro 14" · M4 16GB Q5_K_M ~6 81%
Mac mini · M4 16GB Q5_K_M ~6 81%
iMac · M4 16GB Q5_K_M ~6 81%
MacBook Air · M2 16GB Q5_K_M ~5 81%
MacBook Air · M3 16GB Q5_K_M ~5 81%
MacBook Pro 14" · M3 16GB Q5_K_M ~5 81%
Mac mini · M2 16GB Q5_K_M ~5 81%
iMac · M3 16GB Q5_K_M ~5 81%
MacBook Air · M1 16GB Q5_K_M ~3 81%
Mac mini · M1 16GB Q5_K_M ~3 81%
iMac · M1 16GB Q5_K_M ~3 81%
MacBook Air · M2 8GB — — 97%
MacBook Air · M3 8GB — — 97%
MacBook Pro 14" · M3 8GB — — 97%
Mac mini · M2 8GB — — 97%
iMac · M3 8GB — — 97%
MacBook Air · M1 8GB — — 97%
Mac mini · M1 8GB — — 97%
iMac · M1 8GB — — 97%

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