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TF ID large

General model by yifeihu · 0.82B parameters

Chip
Unified Memory
Bandwidth 307 GB/s
Available for Models ~21 GB

Runs Excellently

TF ID large fits comfortably in your 24 GB Mac using Q8_0 quantization, using 6% of your RAM.

~196 tok/s

Q8_0 · 1.4 GB

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 1.4 GB~196 tok/s✓
Q6_K 1.2 GB~257 tok/s✓
Q5_K_M 1.1 GB~303 tok/s✓
Q4_K_M 1.0 GB~355 tok/s✓
Q3_K_M 0.9 GB~429 tok/s✓
Q2_K 0.9 GB~557 tok/s✓

Specifications

Parameters823M
Architectureflorence2
Context Length1K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads14,517
View on HuggingFace →

Which Mac Can Run TF ID large?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~64 tok/s · 18% RAM

MacQuanttok/sRAM %
MacBook Pro 16" · M6 Ultra 192GB Q8_0 ~1,177 1%
MacBook Pro 16" · M6 Ultra 256GB Q8_0 ~1,177 1%
MacBook Pro 16" · M6 Ultra 384GB Q8_0 ~1,177 0%
Mac Studio · M6 Ultra 192GB Q8_0 ~1,177 1%
Mac Studio · M6 Ultra 256GB Q8_0 ~1,177 1%
Mac Studio · M6 Ultra 384GB Q8_0 ~1,177 0%
Mac Studio · M5 Ultra 128GB Q8_0 ~784 1%
Mac Studio · M5 Ultra 192GB Q8_0 ~784 1%
Mac Studio · M5 Ultra 256GB Q8_0 ~784 1%
MacBook Pro 14" · M6 Max 48GB Q8_0 ~588 3%
MacBook Pro 14" · M6 Max 64GB Q8_0 ~588 2%
MacBook Pro 14" · M6 Max 128GB Q8_0 ~588 1%
MacBook Pro 14" · M6 Max 192GB Q8_0 ~588 1%
MacBook Pro 16" · M6 Max 48GB Q8_0 ~588 3%
MacBook Pro 16" · M6 Max 64GB Q8_0 ~588 2%
MacBook Pro 16" · M6 Max 128GB Q8_0 ~588 1%
MacBook Pro 16" · M6 Max 192GB Q8_0 ~588 1%
Mac Studio · M6 Max 48GB Q8_0 ~588 3%
Mac Studio · M6 Max 64GB Q8_0 ~588 2%
Mac Studio · M6 Max 128GB Q8_0 ~588 1%
Mac Studio · M6 Max 192GB Q8_0 ~588 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~511 2%
Mac Studio · M1 Ultra 128GB Q8_0 ~511 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~511 2%
Mac Studio · M2 Ultra 96GB Q8_0 ~511 1%
Mac Studio · M2 Ultra 128GB Q8_0 ~511 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~511 1%
Mac Studio · M3 Ultra 96GB Q8_0 ~511 1%
Mac Studio · M3 Ultra 192GB Q8_0 ~511 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~392 4%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~392 3%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~392 2%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~392 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~392 4%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~392 3%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~392 2%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~392 1%
Mac Studio · M5 Max 36GB Q8_0 ~392 4%
Mac Studio · M5 Max 64GB Q8_0 ~392 2%
Mac Studio · M5 Max 128GB Q8_0 ~392 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~349 4%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~349 3%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~349 2%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~349 1%
Mac Studio · M4 Max 36GB Q8_0 ~349 4%
Mac Studio · M4 Max 64GB Q8_0 ~349 2%
Mac Studio · M4 Max 128GB Q8_0 ~349 1%
MacBook Pro 14" · M6 Pro 24GB Q8_0 ~262 6%
MacBook Pro 14" · M6 Pro 48GB Q8_0 ~262 3%
MacBook Pro 14" · M6 Pro 64GB Q8_0 ~262 2%
MacBook Pro 16" · M6 Pro 24GB Q8_0 ~262 6%
MacBook Pro 16" · M6 Pro 48GB Q8_0 ~262 3%
MacBook Pro 16" · M6 Pro 64GB Q8_0 ~262 2%
Mac Mini · M6 Pro 24GB Q8_0 ~262 6%
Mac Mini · M6 Pro 48GB Q8_0 ~262 3%
Mac Mini · M6 Pro 64GB Q8_0 ~262 2%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~256 4%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~256 2%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~256 4%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~256 2%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~256 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~256 4%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~256 3%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~256 2%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~256 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~256 1%
Mac Studio · M1 Max 32GB Q8_0 ~256 4%
Mac Studio · M1 Max 64GB Q8_0 ~256 2%
Mac Studio · M2 Max 32GB Q8_0 ~256 4%
Mac Studio · M2 Max 64GB Q8_0 ~256 2%
Mac Studio · M2 Max 96GB Q8_0 ~256 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~196 6%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~196 3%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~196 2%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~196 6%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~196 3%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~174 6%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~174 3%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~174 6%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~174 3%
Mac Mini · M4 Pro 24GB Q8_0 ~174 6%
Mac Mini · M4 Pro 48GB Q8_0 ~174 3%
MacBook Air · M6 16GB Q8_0 ~130 9%
MacBook Air · M6 24GB Q8_0 ~130 6%
MacBook Air · M6 32GB Q8_0 ~130 4%
MacBook Pro 14" · M6 16GB Q8_0 ~130 9%
MacBook Pro 14" · M6 24GB Q8_0 ~130 6%
MacBook Pro 14" · M6 32GB Q8_0 ~130 4%
Mac Mini · M6 16GB Q8_0 ~130 9%
Mac Mini · M6 24GB Q8_0 ~130 6%
Mac Mini · M6 32GB Q8_0 ~130 4%
iMac · M6 16GB Q8_0 ~130 9%
iMac · M6 24GB Q8_0 ~130 6%
iMac · M6 32GB Q8_0 ~130 4%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~128 9%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~128 4%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~128 9%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~128 4%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~128 9%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~128 4%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~128 9%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~128 4%
Mac Mini · M2 Pro 16GB Q8_0 ~128 9%
Mac Mini · M2 Pro 32GB Q8_0 ~128 4%
MacBook Air · M5 16GB Q8_0 ~98 9%
MacBook Air · M5 24GB Q8_0 ~98 6%
MacBook Air · M5 32GB Q8_0 ~98 4%
MacBook Pro 14" · M5 16GB Q8_0 ~98 9%
MacBook Pro 14" · M5 24GB Q8_0 ~98 6%
MacBook Pro 14" · M5 32GB Q8_0 ~98 4%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~96 8%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~96 4%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~96 8%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~96 4%
MacBook Air · M4 16GB Q8_0 ~77 9%
MacBook Air · M4 24GB Q8_0 ~77 6%
MacBook Air · M4 32GB Q8_0 ~77 4%
Mac Mini · M4 16GB Q8_0 ~77 9%
Mac Mini · M4 24GB Q8_0 ~77 6%
Mac Mini · M4 32GB Q8_0 ~77 4%
iMac · M4 16GB Q8_0 ~77 9%
iMac · M4 24GB Q8_0 ~77 6%
iMac · M4 32GB Q8_0 ~77 4%
MacBook Air · M2 8GB Q8_0 ~64 18%
MacBook Air · M2 16GB Q8_0 ~64 9%
MacBook Air · M2 24GB Q8_0 ~64 6%
MacBook Air · M3 8GB Q8_0 ~64 18%
MacBook Air · M3 16GB Q8_0 ~64 9%
MacBook Air · M3 24GB Q8_0 ~64 6%
Mac Mini · M2 8GB Q8_0 ~64 18%
Mac Mini · M2 16GB Q8_0 ~64 9%
Mac Mini · M2 24GB Q8_0 ~64 6%
iMac · M3 8GB Q8_0 ~64 18%
iMac · M3 16GB Q8_0 ~64 9%
iMac · M3 24GB Q8_0 ~64 6%
MacBook Air · M1 8GB Q8_0 ~44 18%
MacBook Air · M1 16GB Q8_0 ~44 9%
Mac Mini · M1 8GB Q8_0 ~44 18%
Mac Mini · M1 16GB Q8_0 ~44 9%
iMac · M1 8GB Q8_0 ~44 18%
iMac · M1 16GB Q8_0 ~44 9%

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