LightOn AI

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https://lighton.ai

AI & ML interests

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Recent Activity

Bapt120 updated a collection about 9 hours ago

LightOnOCR-3 🦉

Bapt120 updated a collection about 9 hours ago

LightOnOCR-3 🦉

Bapt120 updated a collection about 9 hours ago

LightOnOCR-3 🦉

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Papers

DenseOn with the LateOn: Fully Open Dense and Late-Interaction Models for Multilingual, Long-Context, and Code Search

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

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Articles

mDenseOn with the mLateOn: Open Multilingual, Long-Context, and Code Retrieval Models

One Adapter, Both Modalities: Field Notes from Building and Serving a Multimodal Reranker

After the party comes the free lunch: regularizing ColBERT models to enhance pooling capabilities and reduce index footprint

Party is over: regularizing ColBERT models to fix efficient ANN methods

DenseOn with the LateOn: Open State-of-the-Art Single and Multi-Vector Models

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

LateOn-Code & ColGrep: LightOn unveils state-of-the-art code retrieval models and code search tooling

LightOnOCR-2-1B: a lightweight high-performance end-to-end OCR model family

LightOnOCR-1B: The Case for End-to-End and Efficient Domain-Specific Vision-Language Models for OCR

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lightonai 's models 89

lightonai/mLateOn

Sentence Similarity • 0.3B • Updated 2 days ago • 7.03k • • 41

lightonai/ColBERT-Zero-unsupervised

Sentence Similarity • 0.1B • Updated Aug 31 • 149 • 3

lightonai/ColBERT-Zero-supervised

Sentence Similarity • 0.1B • Updated Aug 31 • 106 • 3

lightonai/ColBERT-Zero

Sentence Similarity • 0.1B • Updated Aug 31 • 15k • • 45

lightonai/ColBERT-Zero-unsupervised-noprompts

Sentence Similarity • 0.1B • Updated Aug 21 • 52

lightonai/colbertv2.0

Sentence Similarity • 0.1B • Updated Aug 17 • 15.2k • • 5

lightonai/LateOn-regularized

Sentence Similarity • 0.1B • Updated Aug 17 • 632 • 11

lightonai/LateOn-Code-edge

Sentence Similarity • 16.8M • Updated Aug 17 • 4.49k • • 36

lightonai/LateOn-Code

Sentence Similarity • 0.1B • Updated Aug 17 • 696 • 35

lightonai/LateOn-hpool-regularized

Sentence Similarity • 0.1B • Updated Aug 17 • 691 • 6

lightonai/LateOn

Sentence Similarity • 0.1B • Updated Aug 17 • 8.19k • • 55

lightonai/Agent-ModernColBERT

Sentence Similarity • 0.1B • Updated Aug 17 • 4.82k • • 35

lightonai/Reason-ModernColBERT

Sentence Similarity • 0.1B • Updated Aug 17 • 31.5k • • 250

lightonai/GTE-ModernColBERT-v1

Sentence Similarity • 0.1B • Updated Aug 17 • 71.6k • • 179

lightonai/mLateOn-unsupervised

Sentence Similarity • 0.3B • Updated Jul 30 • 771 • 6

lightonai/mDenseOn-unsupervised

Sentence Similarity • 0.3B • Updated Jul 30 • 264 • 5

lightonai/mDenseOn

Sentence Similarity • 0.3B • Updated Jul 30 • 5.19k • • 14

lightonai/LightOn-rerank-PW-0.8B

Image-Text-to-Text • 0.9B • Updated Jul 22 • 89 • 9

lightonai/LightOn-rerank-LW-0.8B

Image-Text-to-Text • 0.9B • Updated Jul 22 • 131 • 3

lightonai/LightOn-rerank-PW-2B

Image-Text-to-Text • 2B • Updated Jul 22 • 429 • 6

lightonai/LightOn-rerank-LW-2B

Image-Text-to-Text • 2B • Updated Jul 22 • 1.01k • 4

lightonai/LightOn-rerank-PW-4B

Image-Text-to-Text • 5B • Updated Jul 22 • 177 • 5

lightonai/LightOn-rerank-LW-4B

Image-Text-to-Text • 5B • Updated Jul 22 • 458 • 3

lightonai/MonoQwen2-VL-v0.1

Visual Document Retrieval • Updated Jul 17 • 650 • 48

lightonai/LightOnOCR-2-1B

Image-Text-to-Text • 1B • Updated Jul 8 • 239k • • 836

lightonai/DenseOn

Sentence Similarity • 0.1B • Updated Jul 6 • 8.67k • • 36

lightonai/LightOnOCR-0.9B-32k-1025

0.9B • Updated Jun 29 • 95 • 20

lightonai/LightOnOCR-0.9B-16k-1025

0.9B • Updated Jun 29 • 120 • 13

lightonai/LightOnOCR-1B-1025

Image-to-Text • 1B • Updated Jun 29 • 29.1k • 256

lightonai/OriOn-Mistral

24B • Updated Jun 29 • 14 • 5