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Gravity 16B A3B Base

General model by trillionlabs · 16.24B 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

Gravity 16B A3B Base fits comfortably in your 24 GB Mac using Q8_0 quantization, using 78% of your RAM.

~10 tok/s

Q8_0 · 18.6 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 18.6 GB~10 tok/s✓
Q6_K 14.6 GB~13 tok/s✓
Q5_K_M 12.6 GB~15 tok/s✓
Q4_K_M 11.0 GB~18 tok/s✓
Q3_K_M 9.4 GB~22 tok/s✓
Q2_K 7.6 GB~28 tok/s✓

Specifications

Parameters16.2B
Architecturegravity_moe
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM9.1 GB
HuggingFace Downloads1,041
View on HuggingFace →

Which Mac Can Run Gravity 16B A3B Base?

Minimum Mac

MacBook Pro 14" — M3 Pro 18GB

Q6_K · ~6 tok/s · 81% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~26 19%
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 ~26 29%
Mac Studio · M1 Ultra 128GB Q8_0 ~26 15%
Mac Studio · M2 Ultra 64GB Q8_0 ~26 29%
Mac Studio · M2 Ultra 128GB Q8_0 ~26 15%
Mac Studio · M2 Ultra 192GB Q8_0 ~26 10%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~20 52%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~20 39%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~20 29%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~20 15%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~20 52%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~20 39%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~20 29%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~20 15%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~18 52%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~18 39%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~18 29%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~18 15%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~18 52%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~18 39%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~18 29%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~18 15%
Mac Studio · M4 Max 36GB Q8_0 ~18 52%
Mac Studio · M4 Max 48GB Q8_0 ~18 39%
Mac Studio · M4 Max 64GB Q8_0 ~18 29%
Mac Studio · M4 Max 128GB Q8_0 ~18 15%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~13 58%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~13 29%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~13 58%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~13 29%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~13 19%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~13 52%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~13 39%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~13 29%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~13 19%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~13 15%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~13 58%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~13 29%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~13 58%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~13 29%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~13 19%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~13 52%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~13 39%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~13 29%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~13 19%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~13 15%
Mac Studio · M1 Max 32GB Q8_0 ~13 58%
Mac Studio · M1 Max 64GB Q8_0 ~13 29%
Mac Studio · M2 Max 32GB Q8_0 ~13 58%
Mac Studio · M2 Max 64GB Q8_0 ~13 29%
Mac Studio · M2 Max 96GB Q8_0 ~13 19%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~10 78%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~10 39%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~10 29%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~10 78%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~10 39%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~10 29%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~9 78%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~9 39%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~9 78%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~9 39%
Mac mini · M4 Pro 24GB Q8_0 ~9 78%
Mac mini · M4 Pro 48GB Q8_0 ~9 39%
Mac mini · M4 Pro 64GB Q8_0 ~9 29%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~6 58%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~6 58%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~6 58%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~6 58%
Mac mini · M2 Pro 32GB Q8_0 ~6 58%
MacBook Pro 14" · M3 Pro 18GB Q6_K ~6 81%
MacBook Pro 16" · M3 Pro 18GB Q6_K ~6 81%
MacBook Air · M5 24GB Q8_0 ~5 78%
MacBook Air · M5 32GB Q8_0 ~5 58%
MacBook Pro 14" · M5 24GB Q8_0 ~5 78%
MacBook Pro 14" · M5 32GB Q8_0 ~5 58%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~5 52%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~5 52%
MacBook Air · M4 24GB Q8_0 ~4 78%
MacBook Air · M4 32GB Q8_0 ~4 58%
MacBook Pro 14" · M4 24GB Q8_0 ~4 78%
MacBook Pro 14" · M4 32GB Q8_0 ~4 58%
Mac mini · M4 24GB Q8_0 ~4 78%
Mac mini · M4 32GB Q8_0 ~4 58%
iMac · M4 24GB Q8_0 ~4 78%
iMac · M4 32GB Q8_0 ~4 58%
MacBook Air · M2 24GB Q8_0 ~3 78%
MacBook Air · M3 24GB Q8_0 ~3 78%
MacBook Pro 14" · M3 24GB Q8_0 ~3 78%
Mac mini · M2 24GB Q8_0 ~3 78%
iMac · M3 24GB Q8_0 ~3 78%
MacBook Pro 14" · M1 Pro 16GB Q5_K_M ~10 79%
MacBook Pro 14" · M2 Pro 16GB Q5_K_M ~10 79%
MacBook Pro 16" · M1 Pro 16GB Q5_K_M ~10 79%
MacBook Pro 16" · M2 Pro 16GB Q5_K_M ~10 79%
Mac mini · M2 Pro 16GB Q5_K_M ~10 79%
MacBook Air · M5 16GB Q5_K_M ~8 79%
MacBook Pro 14" · M5 16GB Q5_K_M ~8 79%
MacBook Air · M4 16GB Q5_K_M ~6 79%
MacBook Pro 14" · M4 16GB Q5_K_M ~6 79%
Mac mini · M4 16GB Q5_K_M ~6 79%
iMac · M4 16GB Q5_K_M ~6 79%
MacBook Air · M2 16GB Q5_K_M ~5 79%
MacBook Air · M3 16GB Q5_K_M ~5 79%
MacBook Pro 14" · M3 16GB Q5_K_M ~5 79%
Mac mini · M2 16GB Q5_K_M ~5 79%
iMac · M3 16GB Q5_K_M ~5 79%
MacBook Air · M1 16GB Q5_K_M ~3 79%
Mac mini · M1 16GB Q5_K_M ~3 79%
iMac · M1 16GB Q5_K_M ~3 79%
MacBook Air · M2 8GB — — 95%
MacBook Air · M3 8GB — — 95%
MacBook Pro 14" · M3 8GB — — 95%
Mac mini · M2 8GB — — 95%
iMac · M3 8GB — — 95%
MacBook Air · M1 8GB — — 95%
Mac mini · M1 8GB — — 95%
iMac · M1 8GB — — 95%

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