LightOn AI

company

Verified

https://lighton.ai

AI & ML interests

None defined yet.

Recent Activity

ameliechatelain updated a model about 4 hours ago

lightonai/LightOn-rerank-PW-0.8B

ameliechatelain updated a model about 4 hours ago

lightonai/LightOn-rerank-LW-0.8B

ameliechatelain updated a model about 4 hours ago

lightonai/LightOn-rerank-PW-4B

View all activity

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

View all Papers

Articles

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

about 4 hours ago

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

about 1 month ago

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

View all articles

lightonai 's Spaces 10

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