Stéphan Tulkens's picture

Stéphan Tulkens

stephantulkens

·

https://stephantul.github.io

stephantul

AI & ML interests

Sentence embeddings Efficiency Static word embeddings

Recent Activity

updated a model 6 days ago

stephantulkens/NIFE-mxbai-embed-large-v1

updated a model 6 days ago

stephantulkens/NIFE-gte-modernbert-base

new activity 12 days ago

stephantulkens/NIFE-gte-modernbert-base:Missing config.json

View all activity

Organizations

upvoted a collection 20 days ago

NIFE models

Nearly Inference Free Embedding (NIFE) models trained using pyNIFE: github.com/stephantul/pynife • 2 items • Updated 20 days ago • 2

upvoted an article about 1 month ago

Article

Introducing MTEB v2: Evaluation of embedding and retrieval systems for more than just text

Oct 20

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33

upvoted a paper about 1 month ago

HUME: Measuring the Human-Model Performance Gap in Text Embedding Task

Paper • 2510.10062 • Published Oct 11 • 8

upvoted a collection about 1 month ago

Mxbai-large-v1 EmbedPress

Large datasets of mxbai-large-v1 embeddings with their truncated texts. Useful for distillation • 13 items • Updated about 1 month ago • 2

upvoted an article about 2 months ago

Article

Introducing RTEB: A New Standard for Retrieval Evaluation

Oct 1

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127

upvoted a collection 9 months ago

The Ultimate Collection of Code Classifiers

🔥 15 classifiers, 124M parameters, one per programming language— for assessing the educational value of GitHub code • 15 items • Updated May 5 • 15

upvoted 2 articles 9 months ago

Article

Introducing EuroBERT: A High-Performance Multilingual Encoder Model

Mar 10

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146

Article

1 Billion Classifications

Feb 13

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45

upvoted an article 10 months ago

Article

Agentic RAG Stack (1/5) - Index and retrieve documents for vector search using Sentence Transformers and DuckDB

Jan 27

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21

upvoted 3 collections about 1 year ago

Models for dataset curation

9 items • Updated Dec 5, 2024 • 17

POTION

These are the flagship POTION models. Load them and use them with model2vec (https://github.com/MinishLab/model2vec) or sentence-transformers • 6 items • Updated 11 days ago • 14

NanoBEIR 🍺

A collection of smaller versions of BEIR datasets with 50 queries and up to 10K documents each. • 13 items • Updated Sep 11, 2024 • 23

upvoted an article about 1 year ago

Article

Model2Vec: Distill a Small Fast Model from any Sentence Transformer

Oct 14, 2024

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97

upvoted a collection about 1 year ago

Model2Vec base models

These are the Minishlab Model2Vec base models. Load them and use them with model2vec (https://github.com/MinishLab/model2vec) or sentence-transformers • 10 items • Updated 11 days ago • 9