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lightonai 's Collections
DenseOn & LateOn
LightOnOCR-2 🦉
ColBERT-Zero 🐶
LateOn-Code 💻
OriOn 💫
PyLate 🐕
LightOnOCR 🦉
Embeddings datasets ⚡️
Ettin
ModernBERT
PAGnol 🇫🇷
RITA 🧿
Mamba 🐍
ArabicWeb24-ablation-models

ColBERT-Zero 🐶

updated Apr 7

First large-scale fully pre-trained ColBERT model using only public data, outperforming GTE-ModernColBERT and GTE-ModernBERT

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22

  • ColBERT-Zero: To Pre-train Or Not To Pre-train ColBERT models

    Paper • 2602.16609 • Published Feb 18 • 7

  • lightonai/ColBERT-Zero

    Sentence Similarity • 0.1B • Updated Feb 23 • 3.33k • • 37

  • lightonai/ColBERT-Zero-supervised

    Sentence Similarity • 0.1B • Updated Feb 23 • 145 • 3

  • lightonai/ColBERT-Zero-unsupervised

    Sentence Similarity • 0.1B • Updated Feb 23 • 58 • 2

  • lightonai/ModernColBERT-embed-base

    Sentence Similarity • 0.1B • Updated Feb 23 • 13

  • lightonai/ModernColBERT-embed-base-supervised

    Sentence Similarity • 0.1B • Updated Feb 23 • 20

  • lightonai/ModernColBERT-embed-base-kd-only

    Sentence Similarity • 0.1B • Updated Feb 23 • 28 • 1

  • lightonai/ColBERT-Zero-noprompts

    Sentence Similarity • 0.1B • Updated Feb 23 • 74 • 2

  • lightonai/ColBERT-Zero-supervised-noprompts

    Sentence Similarity • 0.1B • Updated Feb 23 • 12

  • lightonai/ColBERT-Zero-unsupervised-noprompts

    Sentence Similarity • 0.1B • Updated Feb 23 • 154
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