165 7 26

Kenneth C. Enevoldsen

KennethEnevoldsen

AI & ML interests

NLP, multimodal learning, Scandinavian NLP, Theory of Mind, Medical NLP, Psychiatry

Recent Activity

liked a Space about 23 hours ago

mteb/leaderboard_2_demo

new activity 4 days ago

danish-foundation-models/danish-dynaword:Add datasets quality metrics

reacted to davanstrien's post with 🤗 5 days ago

Introducing scandi-fine-web-cleaner https://huggingface.co/davanstrien/scandi-fine-web-cleaner, the first model trained on FineWeb-C community annotations! FineWeb2 is a massive multilingual dataset for pre-training language models. Like any web-scale dataset, it contains low-quality content. How can we improve it? Over the past months, an amazing community of 400+ annotators has been labelling content quality (using Argilla) across 23 languages through the FineWeb-C initiative. Today, I'm happy to share the first classifier trained on this data. 🔍 What we've built: - A lightweight classifier that efficiently removes low-quality content - 90%+ precision demonstrated on Danish & Swedish - Can process the 43M+ documents in Danish FineWeb2 with minimal compute 🌍 Why this matters: The approach can be reproduced for any of the 23 languages in FineWeb-C (https://huggingface.co/datasets/data-is-better-together/fineweb-c). We can improve training data quality at scale without massive compute resources by starting with community annotations and training small, efficient classifiers. Want to build a classifier for your language? Check out the full blog post with code examples and implementation details: https://danielvanstrien.xyz/posts/2025/FineWeb-c/scandinavian-content-filtering-fineweb.html

View all activity

Organizations

KennethEnevoldsen's activity

New activity in danish-foundation-models/danish-dynaword 4 days ago

Add datasets quality metrics

#39 opened 4 days ago by

KennethEnevoldsen

New activity in BAAI/bge-small-en-v1.5 9 days ago

Added some 🔥

#19 opened 9 days ago by

KennethEnevoldsen

New activity in PleIAs/Danish-PD 11 days ago

Sources for the data

#1 opened 11 days ago by

KennethEnevoldsen

New activity in danish-foundation-models/danish-dynaword 11 days ago

add Danish-PD

#38 opened 11 days ago by

KennethEnevoldsen

New activity in danish-foundation-models/danish-dynaword 12 days ago

Center dataset statistics

#37 opened 12 days ago by

KennethEnevoldsen

Add reference to license for datasets

#36 opened 12 days ago by

KennethEnevoldsen

Add contributor note at the button of each data sheet

#35 opened 12 days ago by

KennethEnevoldsen

Do we accept synthetic datasets?

#33 opened 12 days ago by

KennethEnevoldsen

Add a notion of dataset quality to new and current datasets

#34 opened 12 days ago by

KennethEnevoldsen

Add CoRAL

#32 opened 12 days ago by

KennethEnevoldsen

Add Danish github repositories

#31 opened 12 days ago by

KennethEnevoldsen

New activity in danish-foundation-models/danish-dynaword 13 days ago

Datasets to add

#6 opened about 1 month ago by

KennethEnevoldsen

New activity in danish-foundation-models/danish-dynaword 14 days ago

make a test that checks if descriptive statistics have been updated

#30 opened 14 days ago by

KennethEnevoldsen

Add n. tokens to dataset columns

#29 opened 14 days ago by

KennethEnevoldsen

remove empty documents

#28 opened 14 days ago by

KennethEnevoldsen

add lex

#24 opened 16 days ago by

KennethEnevoldsen

New activity in danish-foundation-models/danish-dynaword 15 days ago

add test to check for duplicates and remove existing duplicates

#25 opened 16 days ago by

KennethEnevoldsen

Add OpenSubtitles

#21 opened 17 days ago by

KennethEnevoldsen

Adding CI

#27 opened 15 days ago by

KennethEnevoldsen

mypr

#26 opened 15 days ago by

KennethEnevoldsen