Antoine Chaffin

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upvoted an article about 1 month ago

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Article

Multi-Vector (Late Interaction) Embedding Models with Sentence Transformers

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tomaarsen, NohTow, raphaelsty

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Aug 18

• 117

upvoted an article 2 months ago

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Article

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

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lightonai

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Jul 30

• 39

upvoted a collection 2 months ago

mDenseOn & mLateOn

Collection

A collection of open state-of-the-art single and multi-vector models and datasets for multilingual, long context and code retrieval • 19 items • Updated 8 days ago • 19

upvoted an article 2 months ago

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Article

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

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lightonai

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Jul 16

• 20

upvoted a collection 5 months ago

DenseOn & LateOn

Collection

A collection of open state-of-the-art single and multi-vector models for English retrieval • 9 items • Updated 8 days ago • 13

upvoted an article 5 months ago

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Article

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

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lightonai

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Apr 21

• 46

upvoted a collection 7 months ago

pplx-embed

Collection

Diffusion-Pretrained Dense and Contextual Embeddings • 12 items • Updated 25 days ago • 103

upvoted 2 papers 7 months ago

MAEB: Massive Audio Embedding Benchmark

Paper • 2602.16008 • Published Feb 17 • 25

jina-embeddings-v5-text: Task-Targeted Embedding Distillation

Paper • 2602.15547 • Published Feb 17 • 32

upvoted an article 7 months ago

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Article

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

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lightonai

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Feb 19

• 23

upvoted a collection 7 months ago

ColBERT-Zero 🐶

Collection

First large-scale fully pre-trained ColBERT model using only public data, outperforming GTE-ModernColBERT and GTE-ModernBERT • 10 items • Updated 8 days ago • 24

upvoted a paper 7 months ago

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

Paper • 2602.16609 • Published Feb 18 • 9

upvoted a collection 7 months ago

OriOn 💫

Collection

Visual long document VLMs based on Mistral-Small-3.1-24B-Instruct-2503 and Qwen3-VL-32B-Instruct • 5 items • Updated 8 days ago • 5

upvoted an article 8 months ago

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Article

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

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lightonai

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Feb 12

• 59

upvoted a collection 8 months ago

LateOn-Code 💻

Collection

State-of-the-art late interaction code retrieval models • 6 items • Updated 8 days ago • 21

upvoted an article 8 months ago

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Article

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

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lightonai

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Jan 19

• 104

upvoted a collection 10 months ago

NanoBEIR datasets

Collection

These datasets are compatible with the (Sparse)NanoBEIREvaluator with Sentence Transformers v5.2+. Also CrossEncoderNanoBEIREvaluator if bm25 column • 16 items • Updated Aug 18 • 18

upvoted an article 10 months ago

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Article

TurkColBERT: A Benchmark of Dense and Late-Interaction Models for Turkish Information Retrieval

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nmmursit

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Dec 4, 2025

• 19

upvoted an article 11 months ago

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Article

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

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lightonai

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Oct 23, 2025

• 75

upvoted a paper 12 months ago

Simple Projection Variants Improve ColBERT Performance

Paper • 2510.12327 • Published Oct 14, 2025 • 9