Hugging Face's logo
Sylvain Lesage's picture
406 39 79

Sylvain Lesage PRO

severo
fvanderbiest's profile picture not-lain's profile picture rohit565's profile picture
·
https://rednegra.net

AI & ML interests

Dataviz freelance developer. Part-time 🤗 Hugging Face (dataset viewer).

Recent Activity

updated a dataset about 12 hours ago
severo/trending-repos
upvoted an article 7 days ago
Cohere on Hugging Face Inference Providers 🔥
reacted to jsulz's post with 🚀 8 days ago
As https://huggingface.co/xet-team infrastructure begins backing hundreds of repositories on the Hugging Face Hub, we’re getting to put on our researcher hats and peer into the bytes. 👀 🤓 IMO, one of the most interesting ideas Xet storage introduces is a globally shared store of data. When you upload a file through Xet, the contents are split into ~64KB chunks and deduplicated, but what if those same chunks already exist in another repo on the Hub? If we can detect and reuse them, we skip them as well saving time and bandwidth for AI builders. More on how that works here: 🔗 https://huggingface.co/blog/from-chunks-to-blocks#scaling-deduplication-with-aggregation Because of this, different repositories can share bytes we store. That opens up something cool - we can draw a graph of which repos actually share data at the chunk level, where: - Nodes = repositories - Edges = shared chunks - Edge thickness = how much they overlap https://huggingface.co/spaces/xet-team/repo-graph Come find the many BERT islands. Or see how datasets relate in practice, not just in theory. See how libraries or tasks can tie repositories together. You can play around with node size using storage/likes/downloads too. The result is a super fun visualization from @saba9 and @znation that I’ve already lost way too much time to. I'm excited to see how the networks grow as we add more repositories!
View all activity

Organizations

Hugging Face's profile picture Datasets Maintainers's profile picture geospatial's profile picture Datasets examples's profile picture Social Post Explorers's profile picture Hugging Face Discord Community's profile picture Hugging Face FineVideo's profile picture Hyperparam's profile picture

severo's activity

upvoted an article 7 days ago
view article
Article

Cohere on Hugging Face Inference Providers 🔥

• 103
upvoted an article 2 months ago
view article
Article

From Chunks to Blocks: Accelerating Uploads and Downloads on the Hub

• 64
upvoted 2 articles 3 months ago
view article
Article

Welcome to Inference Providers on the Hub 🔥

• 479
view article
Article

Open-R1: a fully open reproduction of DeepSeek-R1

• 845
upvoted an article 7 months ago
view article
Article

Improving Parquet Dedupe on Hugging Face Hub

• 33
upvoted a collection 8 months ago
upvoted 2 articles 9 months ago
view article
Article

XetHub is joining Hugging Face!

• 92
view article
Article

How we leveraged distilabel to create an Argilla 2.0 Chatbot

• 33
upvoted 2 articles 10 months ago
view article
Article

Experimenting with Automatic PII Detection on the Hub using Presidio

• 24
view article
Article

Announcing New Dataset Search Features

• 22
upvoted a collection 10 months ago