LateOn-Code & ColGrep: LightOn unveils state-of-the-art code retrieval models and code search tooling
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Rethink AI for the Enterprise
LightOn Paradigm is the platform for your Generative AI team: 🚀 easy to deploy and serve 🎨 customizable for specific use cases and applications 🔒 respecting the privacy of your data and protecting your intellectual property and know-how
Learn more at lighton.ai 💡 Get in touch if you want the help of a team of experts in Generative AI.
About LightOn
The team at LightOn has been focusing on building and commercializing state-of-the-art Generative AI Foundation Models for its customers since 2020. LightOn has released state-of-the-art language models for French, and for protein modeling, it also participated in the BLOOM project that resulted in the open-source release of a 179B parameters multilingual model.
State-of-the-art late interaction code retrieval models
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lightonai/LateOn-Code-edge
Sentence Similarity • 16.8M • Updated • 563 • 14 -
lightonai/LateOn-Code
Sentence Similarity • 0.1B • Updated • 65 • 11 -
lightonai/LateOn-Code-edge-pretrain
Sentence Similarity • 16.8M • Updated • 95 • 2 -
lightonai/LateOn-Code-pretrain
Sentence Similarity • 0.1B • Updated • 48 • 2
State-of-the-art late interaction code retrieval models
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lightonai/LateOn-Code-edge
Sentence Similarity • 16.8M • Updated • 563 • 14 -
lightonai/LateOn-Code
Sentence Similarity • 0.1B • Updated • 65 • 11 -
lightonai/LateOn-Code-edge-pretrain
Sentence Similarity • 16.8M • Updated • 95 • 2 -
lightonai/LateOn-Code-pretrain
Sentence Similarity • 0.1B • Updated • 48 • 2
LightOnOCR-2-1B: a lightweight high-performance end-to-end OCR model family
spaces
8
Running
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Zero
Featured
94
LightOnOCR 2 1B Demo
🐨
Extract text from images and PDFs with OCR
Running
42
LightOnOCR 1B Demo
💬
Extract text from images or PDFs with OCR
Running
on
Zero
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LightOnOCR 1B Demo Zero
💬
Extract text from images and PDFs
Running
LightOnOCR 2 1B Examples
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Examples of OCR performance for LigthOnOCR-2-1B models
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LightOnOCR 2 1B Examples
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Examples of OCR performance for LigthOnOCR-2-1B models
Build error
MCP
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MCPyLate
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MCP server to perform search using PyLate
models
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lightonai/LateOn-Code-pretrain
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0.1B
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48
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lightonai/LateOn-Code-edge-pretrain
Sentence Similarity
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16.8M
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95
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lightonai/LateOn-Code
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0.1B
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Updated
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65
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11
lightonai/LateOn-Code-edge
Sentence Similarity
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16.8M
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Updated
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563
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14
lightonai/LightOnOCR-1B-1025
Image-to-Text
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121k
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232
lightonai/LightOnOCR-2-1B
Image-Text-to-Text
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1B
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Updated
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215k
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525
lightonai/LightOnOCR-2-1B-bbox
Image-Text-to-Text
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1B
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Updated
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17.3k
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20
lightonai/answerai-colbert-small-v1-onnx
Feature Extraction
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lightonai/mxbai-edge-colbert-v0-32m-onnx
Feature Extraction
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lightonai/GTE-ModernColBERT-v1
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20.7k
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155
datasets
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lightonai/nv-embed-supervised-distill-dedup-translated-v2
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2.55M
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lightonai/nv-embed-supervised-distill-dedup-code
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6.75M
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lightonai/cornstack
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21.5M
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131
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lightonai/olmo_think_fr_20k_under16k
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20k
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lightonai/olmo_rl_fr
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102k
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lightonai/olmo_think_en_100k_stratified
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100k
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lightonai/olmo_think_fr_100k_stratified
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100k
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lightonai/dolci-think-450kfr-100ken
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534k
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lightonai/LightOnOCR-mix-0126
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16.4M
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1.97k
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lightonai/LightOnOCR-bbox-bench
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855
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101
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6