Daniel van Strien's picture

Daniel van Strien PRO

davanstrien

·

https://danielvanstrien.xyz/

AI & ML interests

Machine Learning Librarian

Recent Activity

Reacted to rwightman's post with 👍 about 12 hours ago

I'm currently on a push to expand the scope of image based datasets on the Hub. There's certainly a lot already, but for anyone who's looked closely, there's not a whole lot of standardization. I am to fix that, datasets under the https://huggingface.co/timm and https://huggingface.co/pixparse orgs will serve as canonical examples for various task / modality combinations and be useable without fuss in libraries like `timm`, `OpenCLIP`, and hopefully more. I just uploaded the first multi-label dataset that I'll support with `timm` scripts soon: https://huggingface.co/datasets/timm/plant-pathology-2021 Next up object detection & segmentation! I've got an annotation spec sorted out, a lot of datasets ready to rip, and yeah that means `timm` support for object detection, eventually segmentation, is finally under development :O

updated a dataset about 22 hours ago

librarian-bots/dataset_cards_with_metadata

updated a dataset 1 day ago

davanstrien/magpie-preference

View all activity

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 34

Post

1229

huggingface.co/DIBT is dead!

Long live https://huggingface.co/data-is-better-together!

We're working on some very cool projects so we're doing a bit of tidying of the Data is Better Together Hub org 🤓

Post

2508

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

Collections 20

Papers 4

arxiv:2211.10086

arxiv:2211.05100

arxiv:2205.04738

arxiv:2204.05211

spaces 47

Progress Test

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

models 134

davanstrien/fineweb-edu-classifier-onnx

Text Classification • Updated 3 days ago • 13

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

Text Generation • Updated 23 days ago • 14

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

Image Classification • Updated Oct 23 • 6

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

Image Classification • Updated Oct 23 • 8

davanstrien/document-classifier-deit_base_patch16_224

Image Classification • Updated Oct 23 • 4

davanstrien/contrastive-bert-base-uncased

Sentence Similarity • Updated Oct 15 • 9

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

Image Classification • Updated Oct 11 • 9

davanstrien/test-timm

Image Classification • Updated Oct 11 • 15

davanstrien/Molmo-7B-D-0924

Image-Text-to-Text • Updated Oct 4 • 233

davanstrien/finetune_colpali_v1_2-ufo-4bit

Updated Sep 26 • 9

datasets 298

davanstrien/magpie-preference

Viewer • Updated 1 day ago • 491 • 963 • 12

davanstrien/exported-data-test

Viewer • Updated 4 days ago • 12 • 8

davanstrien/test-card

Updated 4 days ago • 12

davanstrien/progress

Viewer • Updated 4 days ago • 298 • 45

davanstrien/fineweb-edu-llama3-annotations-sample-5-ratings-100-raw

Viewer • Updated 6 days ago • 100 • 25

davanstrien/fineweb-edu-llama3-annotations-sample

Viewer • Updated 6 days ago • 100 • 31

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

Viewer • Updated 9 days ago • 248 • 19

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

Viewer • Updated 9 days ago • 248 • 14

davanstrien/would-you-read-it

Viewer • Updated 10 days ago • 266 • 169 • 4

davanstrien/exaple_audio_image_text_triplet

Viewer • Updated 24 days ago • 1 • 42