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cross en es roberta sentence transformer

General model by t-systems-onsite · 0.28B parameters · Released 2022-03-02

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

cross en es roberta sentence transformer fits comfortably in your 24 GB Mac using Q8_0 quantization, using 3% of your RAM.

~574 tok/s

Q8_0 · 0.8 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 0.8 GB~574 tok/s✓
Q6_K 0.7 GB~754 tok/s✓
Q5_K_M 0.7 GB~887 tok/s✓
Q4_K_M 0.7 GB~1,040 tok/s✓
Q3_K_M 0.7 GB~1,256 tok/s✓
Q2_K 0.6 GB~1,630 tok/s✓

Specifications

Parameters278M
Architecturexlm-roberta
Context Length514
CategoryGeneral
Formatgguf
Minimum RAM1 GB
Licensemit
HuggingFace Downloads9
View on HuggingFace →

Which Mac Can Run cross en es roberta sentence transformer?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~187 tok/s · 10% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~1,532 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~1,532 0%
Mac Studio · M3 Ultra 512GB Q8_0 ~1,532 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~1,497 1%
Mac Studio · M1 Ultra 128GB Q8_0 ~1,497 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~1,497 1%
Mac Studio · M2 Ultra 128GB Q8_0 ~1,497 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~1,497 0%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~1,149 2%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~1,149 2%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~1,149 1%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~1,149 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~1,149 2%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~1,149 2%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~1,149 1%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~1,149 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~1,021 2%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~1,021 2%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~1,021 1%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~1,021 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~1,021 2%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~1,021 2%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~1,021 1%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~1,021 1%
Mac Studio · M4 Max 36GB Q8_0 ~1,021 2%
Mac Studio · M4 Max 48GB Q8_0 ~1,021 2%
Mac Studio · M4 Max 64GB Q8_0 ~1,021 1%
Mac Studio · M4 Max 128GB Q8_0 ~1,021 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~748 3%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~748 1%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~748 3%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~748 1%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~748 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~748 2%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~748 2%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~748 1%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~748 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~748 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~748 3%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~748 1%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~748 3%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~748 1%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~748 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~748 2%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~748 2%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~748 1%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~748 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~748 1%
Mac Studio · M1 Max 32GB Q8_0 ~748 3%
Mac Studio · M1 Max 64GB Q8_0 ~748 1%
Mac Studio · M2 Max 32GB Q8_0 ~748 3%
Mac Studio · M2 Max 64GB Q8_0 ~748 1%
Mac Studio · M2 Max 96GB Q8_0 ~748 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~574 3%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~574 2%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~574 1%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~574 3%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~574 2%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~574 1%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~511 3%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~511 2%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~511 3%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~511 2%
Mac mini · M4 Pro 24GB Q8_0 ~511 3%
Mac mini · M4 Pro 48GB Q8_0 ~511 2%
Mac mini · M4 Pro 64GB Q8_0 ~511 1%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~374 5%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~374 3%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~374 5%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~374 3%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~374 5%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~374 3%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~374 5%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~374 3%
Mac mini · M2 Pro 16GB Q8_0 ~374 5%
Mac mini · M2 Pro 32GB Q8_0 ~374 3%
MacBook Air · M5 16GB Q8_0 ~286 5%
MacBook Air · M5 24GB Q8_0 ~286 3%
MacBook Air · M5 32GB Q8_0 ~286 3%
MacBook Pro 14" · M5 16GB Q8_0 ~286 5%
MacBook Pro 14" · M5 24GB Q8_0 ~286 3%
MacBook Pro 14" · M5 32GB Q8_0 ~286 3%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~281 5%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~281 2%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~281 5%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~281 2%
MacBook Air · M4 16GB Q8_0 ~224 5%
MacBook Air · M4 24GB Q8_0 ~224 3%
MacBook Air · M4 32GB Q8_0 ~224 3%
MacBook Pro 14" · M4 16GB Q8_0 ~224 5%
MacBook Pro 14" · M4 24GB Q8_0 ~224 3%
MacBook Pro 14" · M4 32GB Q8_0 ~224 3%
Mac mini · M4 16GB Q8_0 ~224 5%
Mac mini · M4 24GB Q8_0 ~224 3%
Mac mini · M4 32GB Q8_0 ~224 3%
iMac · M4 16GB Q8_0 ~224 5%
iMac · M4 24GB Q8_0 ~224 3%
iMac · M4 32GB Q8_0 ~224 3%
MacBook Air · M2 8GB Q8_0 ~187 10%
MacBook Air · M2 16GB Q8_0 ~187 5%
MacBook Air · M2 24GB Q8_0 ~187 3%
MacBook Air · M3 8GB Q8_0 ~187 10%
MacBook Air · M3 16GB Q8_0 ~187 5%
MacBook Air · M3 24GB Q8_0 ~187 3%
MacBook Pro 14" · M3 8GB Q8_0 ~187 10%
MacBook Pro 14" · M3 16GB Q8_0 ~187 5%
MacBook Pro 14" · M3 24GB Q8_0 ~187 3%
Mac mini · M2 8GB Q8_0 ~187 10%
Mac mini · M2 16GB Q8_0 ~187 5%
Mac mini · M2 24GB Q8_0 ~187 3%
iMac · M3 8GB Q8_0 ~187 10%
iMac · M3 16GB Q8_0 ~187 5%
iMac · M3 24GB Q8_0 ~187 3%
MacBook Air · M1 8GB Q8_0 ~128 10%
MacBook Air · M1 16GB Q8_0 ~128 5%
Mac mini · M1 8GB Q8_0 ~128 10%
Mac mini · M1 16GB Q8_0 ~128 5%
iMac · M1 8GB Q8_0 ~128 10%
iMac · M1 16GB Q8_0 ~128 5%

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