LightOn AI

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https://lighton.ai

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Recent Activity

raphaelsty updated a model 1 day ago

lightonai/Reason-ModernColBERT

NohTow published an article 2 days ago

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

NohTow published a dataset 2 days ago

lightonai/CodeEditSearchTrain

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Papers

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

LightOnOCR: A 1B End-to-End Multilingual Vision-Language Model for State-of-the-Art OCR

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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 Spaces 13

mDenseOn & mLateOn pareto frontiers

Explore model size vs. retrieval quality with interactive charts

LightOn-rerank-LW

Compare and rerank four text passages or document pages

LightOn-rerank-PW

LightOn multimodal document reranker with pointwise scoring

HPool Results Dashboard

Explore BEIR evaluation results with interactive tables

LightOnOCR 2 1B Demo

Extract text and layout from images or PDF documents

LightOnOCR 1B Demo

Extract text from images or PDFs with OCR

OriOn Leaderboard

Leaderboard for all OriOn training runs for reproducibility!

LightOnOCR 1B Demo Zero

Extract text from images and PDFs

LightOnOCR 2 1B Examples

Examples of OCR performance for LigthOnOCR-2-1B models

LightOnOCR 2 1B Examples

Examples of OCR performance for LigthOnOCR-2-1B models

MCPyLate

MCP server to perform search using PyLate

Vision Pipeline

Answer questions about uploaded images and documents

README