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Daniel van Strien PRO

davanstrien

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https://danielvanstrien.xyz/

AI & ML interests

Machine Learning Librarian

Articles

Share your open ML datasets on Hugging Face Hub!

Scaling AI-based Data Processing with Hugging Face + Dask

Introducing Synthetic Data Workshop: Your Gateway to Easy Synthetic Dataset Creation

Data Is Better Together: A Look Back and Forward

Synthetic dataset generation techniques: generating custom sentence similarity data

Synthetic dataset generation techniques: Self-Instruct

Can we create pedagogically valuable multi-turn synthetic datasets from Cosmopedia?

Cosmopedia: how to create large-scale synthetic data for pre-training Large Language Models

Data is better together

Extracting Insights from Model Cards Using Open Large Language Models

Introducing IDEFICS: An Open Reproduction of State-of-the-art Visual Language Model

Huggy Lingo: Using Machine Learning to Improve Language Metadata on the Hugging Face Hub

The Hugging Face Hub for Galleries, Libraries, Archives and Museums

Introducing BERTopic Integration with Hugging Face Hub

Jupyter X Hugging Face

Image search with 🤗 datasets

Organizations

Posts 33

Post

2448

Excited to see my weird davanstrien/ufo-ColPali dataset featured in a video by @sabrinaesaquino !

The video covers using ColPali with Binary Quantization in Qdant to accelerate retrieval. 2x speed up with no performance drop in results 🛸

Video: https://youtu.be/_A90A-grwIc?si=oB3JAhJG8VQUZGLz
Blog post: https://danielvanstrien.xyz/posts/post-with-code/colpali-qdrant/2024-10-02_using_colpali_with_qdrant.html

Post

1203

ColPali is an exciting new approach to multimodal document retrieval, but some doubt its practical use with existing vector DBs.

It turns out it's super easy to use Qdrant to index and search ColPali embeddings efficiently.

Blog post here: https://danielvanstrien.xyz/posts/post-with-code/colpali-qdrant/2024-10-02_using_colpali_with_qdrant.html

Very silly demo: davanstrien/ufo-ColPali-Search

Collections 20

Papers 4

arxiv:2211.10086

arxiv:2211.05100

arxiv:2205.04738

arxiv:2204.05211

spaces 46

Running on CPU Upgrade

Argilla Space

Public Argilla

Library of Congress Song Sheet ColPali Explorer

ColPali UFO Search

Running on Zero

ColPali fine-tuning Query Generator

JupyterLab

models 133

davanstrien/Qwen2.5-0.5B-Instruct-extra-token

Text Generation • Updated 17 days ago • 12

davanstrien/document-classifier-convnextv2-tiny-22k-224

Image Classification • Updated 25 days ago • 10

davanstrien/document-classifier-convnextv2-tiny-1k-224

Image Classification • Updated 25 days ago • 6

davanstrien/document-classifier-deit_base_patch16_224

Image Classification • Updated 25 days ago • 20

davanstrien/contrastive-bert-base-uncased

Sentence Similarity • Updated Oct 15 • 4

davanstrien/convnextv2-tiny-1k-224-text

Image Classification • Updated Oct 11 • 6

davanstrien/test-timm

Image Classification • Updated Oct 11 • 12

davanstrien/Molmo-7B-D-0924

Image-Text-to-Text • Updated Oct 4 • 546

davanstrien/finetune_colpali_v1_2-ufo-4bit

Updated Sep 26 • 8

davanstrien/Florence-2-FT-QueryGen2

datasets 295

davanstrien/fineweb-edu-llama3-annotations-sample

Viewer • Updated 2 days ago • 1k • 10

davanstrien/fineweb-edu-llama3-annotations-pairs-data-sample-ranked-raw

Viewer • Updated 3 days ago • 248 • 11

davanstrien/fineweb-edu-llama3-annotations-pairs-data

Viewer • Updated 3 days ago • 248 • 6

davanstrien/would-you-read-it

Viewer • Updated 3 days ago • 266 • 185 • 4

davanstrien/magpie-preference

Viewer • Updated 4 days ago • 489 • 888 • 11

davanstrien/LLM-Vision-Marine-Animals

Viewer • Updated 16 days ago • 1.42k • 28

davanstrien/exaple_audio_image_text_triplet

Viewer • Updated 18 days ago • 1 • 32

davanstrien/samplemessahes

Viewer • Updated 18 days ago • 100 • 25

davanstrien/promptwright-test

Viewer • Updated 19 days ago • 50 • 20

davanstrien/locwithimages

Updated 24 days ago • 2