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Ring 2.5 1T

General model by inclusionai · 1012.47B parameters

Won't Fit

Ring 2.5 1T requires 441.5 GB which exceeds your available memory. You need a Mac with more RAM.

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 1,129.9 GB~2 tok/s
Q6_K 876.8 GB~2 tok/s
Q5_K_M 755.3 GB~3 tok/s
Q4_K_M 654.1 GB~3 tok/s
Q3_K_M 552.8 GB~4 tok/s
Q2_K 441.5 GB~5 tok/s

Specifications

Parameters1012.5B
Architecturebailing_hybrid
Context Length131K
CategoryGeneral
Mixture of Experts 256 experts, 8 active
Formatgguf
Minimum RAM565.8 GB
HuggingFace Downloads24,576

Which Mac Can Run Ring 2.5 1T?

MacQuanttok/sRAM %
MacBook Air · M1 8GB 5,518%
MacBook Air · M2 8GB 5,518%
MacBook Air · M3 8GB 5,518%
Mac Mini · M1 8GB 5,518%
Mac Mini · M2 8GB 5,518%
iMac · M1 8GB 5,518%
iMac · M3 8GB 5,518%
MacBook Air · M1 16GB 2,759%
MacBook Air · M2 16GB 2,759%
MacBook Air · M3 16GB 2,759%
MacBook Air · M4 16GB 2,759%
MacBook Air · M5 16GB 2,759%
MacBook Air · M6 16GB 2,759%
MacBook Pro 14" · M1 Pro 16GB 2,759%
MacBook Pro 14" · M2 Pro 16GB 2,759%
MacBook Pro 14" · M5 16GB 2,759%
MacBook Pro 14" · M6 16GB 2,759%
MacBook Pro 16" · M1 Pro 16GB 2,759%
MacBook Pro 16" · M2 Pro 16GB 2,759%
Mac Mini · M1 16GB 2,759%
Mac Mini · M2 16GB 2,759%
Mac Mini · M2 Pro 16GB 2,759%
Mac Mini · M4 16GB 2,759%
Mac Mini · M6 16GB 2,759%
iMac · M1 16GB 2,759%
iMac · M3 16GB 2,759%
iMac · M4 16GB 2,759%
iMac · M6 16GB 2,759%
MacBook Pro 14" · M3 Pro 18GB 2,453%
MacBook Pro 16" · M3 Pro 18GB 2,453%
MacBook Air · M2 24GB 1,839%
MacBook Air · M3 24GB 1,839%
MacBook Air · M4 24GB 1,839%
MacBook Air · M5 24GB 1,839%
MacBook Air · M6 24GB 1,839%
MacBook Pro 14" · M4 Pro 24GB 1,839%
MacBook Pro 14" · M5 24GB 1,839%
MacBook Pro 14" · M5 Pro 24GB 1,839%
MacBook Pro 14" · M6 24GB 1,839%
MacBook Pro 14" · M6 Pro 24GB 1,839%
MacBook Pro 16" · M4 Pro 24GB 1,839%
MacBook Pro 16" · M5 Pro 24GB 1,839%
MacBook Pro 16" · M6 Pro 24GB 1,839%
Mac Mini · M2 24GB 1,839%
Mac Mini · M4 24GB 1,839%
Mac Mini · M4 Pro 24GB 1,839%
Mac Mini · M6 24GB 1,839%
Mac Mini · M6 Pro 24GB 1,839%
iMac · M3 24GB 1,839%
iMac · M4 24GB 1,839%
iMac · M6 24GB 1,839%
MacBook Air · M4 32GB 1,380%
MacBook Air · M5 32GB 1,380%
MacBook Air · M6 32GB 1,380%
MacBook Pro 14" · M1 Pro 32GB 1,380%
MacBook Pro 14" · M2 Pro 32GB 1,380%
MacBook Pro 14" · M5 32GB 1,380%
MacBook Pro 14" · M6 32GB 1,380%
MacBook Pro 16" · M1 Pro 32GB 1,380%
MacBook Pro 16" · M1 Max 32GB 1,380%
MacBook Pro 16" · M2 Pro 32GB 1,380%
MacBook Pro 16" · M2 Max 32GB 1,380%
Mac Mini · M2 Pro 32GB 1,380%
Mac Mini · M4 32GB 1,380%
Mac Mini · M6 32GB 1,380%
Mac Studio · M1 Max 32GB 1,380%
Mac Studio · M2 Max 32GB 1,380%
iMac · M4 32GB 1,380%
iMac · M6 32GB 1,380%
MacBook Pro 14" · M3 Pro 36GB 1,226%
MacBook Pro 14" · M5 Max 36GB 1,226%
MacBook Pro 16" · M3 Pro 36GB 1,226%
MacBook Pro 16" · M3 Max 36GB 1,226%
MacBook Pro 16" · M4 Max 36GB 1,226%
MacBook Pro 16" · M5 Max 36GB 1,226%
Mac Studio · M4 Max 36GB 1,226%
MacBook Pro 14" · M4 Pro 48GB 920%
MacBook Pro 14" · M5 Pro 48GB 920%
MacBook Pro 14" · M5 Max 48GB 920%
MacBook Pro 14" · M6 Pro 48GB 920%
MacBook Pro 14" · M6 Max 48GB 920%
MacBook Pro 16" · M3 Max 48GB 920%
MacBook Pro 16" · M4 Pro 48GB 920%
MacBook Pro 16" · M4 Max 48GB 920%
MacBook Pro 16" · M5 Pro 48GB 920%
MacBook Pro 16" · M5 Max 48GB 920%
MacBook Pro 16" · M6 Pro 48GB 920%
MacBook Pro 16" · M6 Max 48GB 920%
Mac Mini · M4 Pro 48GB 920%
Mac Mini · M6 Pro 48GB 920%
Mac Studio · M6 Max 48GB 920%
MacBook Pro 14" · M5 Pro 64GB 690%
MacBook Pro 14" · M5 Max 64GB 690%
MacBook Pro 14" · M6 Pro 64GB 690%
MacBook Pro 14" · M6 Max 64GB 690%
MacBook Pro 16" · M1 Max 64GB 690%
MacBook Pro 16" · M2 Max 64GB 690%
MacBook Pro 16" · M3 Max 64GB 690%
MacBook Pro 16" · M4 Max 64GB 690%
MacBook Pro 16" · M5 Max 64GB 690%
MacBook Pro 16" · M6 Pro 64GB 690%
MacBook Pro 16" · M6 Max 64GB 690%
Mac Mini · M6 Pro 64GB 690%
Mac Studio · M1 Max 64GB 690%
Mac Studio · M1 Ultra 64GB 690%
Mac Studio · M2 Max 64GB 690%
Mac Studio · M2 Ultra 64GB 690%
Mac Studio · M4 Max 64GB 690%
Mac Studio · M6 Max 64GB 690%
MacBook Pro 16" · M2 Max 96GB 460%
MacBook Pro 16" · M3 Max 96GB 460%
Mac Studio · M2 Max 96GB 460%
Mac Studio · M2 Ultra 96GB 460%
Mac Pro · M2 Ultra 96GB 460%
MacBook Pro 14" · M5 Max 128GB 345%
MacBook Pro 14" · M6 Max 128GB 345%
MacBook Pro 16" · M3 Max 128GB 345%
MacBook Pro 16" · M4 Max 128GB 345%
MacBook Pro 16" · M5 Max 128GB 345%
MacBook Pro 16" · M6 Max 128GB 345%
Mac Studio · M1 Ultra 128GB 345%
Mac Studio · M2 Ultra 128GB 345%
Mac Studio · M4 Max 128GB 345%
Mac Studio · M4 Ultra 128GB 345%
Mac Studio · M6 Max 128GB 345%
Mac Pro · M2 Ultra 128GB 345%
Mac Pro · M4 Ultra 128GB 345%
MacBook Pro 14" · M6 Max 192GB 230%
MacBook Pro 16" · M6 Max 192GB 230%
MacBook Pro 16" · M6 Ultra 192GB 230%
Mac Studio · M2 Ultra 192GB 230%
Mac Studio · M4 Ultra 192GB 230%
Mac Studio · M6 Max 192GB 230%
Mac Studio · M6 Ultra 192GB 230%
Mac Pro · M2 Ultra 192GB 230%
Mac Pro · M4 Ultra 192GB 230%
Mac Pro · M6 Ultra 192GB 230%
MacBook Pro 16" · M6 Ultra 256GB 172%
Mac Studio · M4 Ultra 256GB 172%
Mac Studio · M6 Ultra 256GB 172%
Mac Pro · M4 Ultra 256GB 172%
Mac Pro · M6 Ultra 256GB 172%
MacBook Pro 16" · M6 Ultra 384GB 115%
Mac Studio · M6 Ultra 384GB 115%
Mac Pro · M6 Ultra 384GB 115%

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