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Frederic Branchaud-Charron

Dref360
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https://dref360.github.io/

AI & ML interests

Bayesian deep learning, uncertainty estimation, and trustworthiness.

Recent Activity

updated a Space 1 day ago
Dref360/human-interaction-demo
liked a model 2 days ago
danelcsb/vitpose-base-simple
Reacted to jsulz's post with 🧠 3 days ago
When the XetHub crew joined Hugging Face this fall, @erinys and I started brainstorming how to share our work to replace Git LFS on the Hub. Uploading and downloading large models and datasets takes precious time. That’s where our chunk-based approach comes in. Instead of versioning files (like Git and Git LFS), we version variable-sized chunks of data. For the Hugging Face community, this means: ⏩ Only upload the chunks that changed. 🚀 Download just the updates, not the whole file. 🧠 We store your file as deduplicated chunks In our benchmarks, we found that using CDC to store iterative model and dataset version led to transfer speedups of ~2x, but this isn’t just a performance boost. It’s a rethinking of how we manage models and datasets on the Hub. We're planning on our new storage backend to the Hub in early 2025 - check out our blog to dive deeper, and let us know: how could this improve your workflows? https://huggingface.co/blog/from-files-to-chunks
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Dref360's activity

upvoted a paper 3 months ago
upvoted a paper 9 months ago