Ann Huang's picture

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Ann Huang PRO

erinys

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https://huggingface.co/erinys

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Recent Activity

updated a Space about 1 month ago

xet-team/cas-analysis

reacted to elliesleightholm's post with 🤗 about 1 month ago

I made a beginners guide to Hugging Face Spaces 🤗 I hope it's useful to some of you :) YouTube video: https://www.youtube.com/watch?v=xqdTFyRdtjQ Blog: https://www.marqo.ai/blog/how-to-create-a-hugging-face-space

reacted to jsulz's post with 🔥 about 1 month 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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Articles

Rearchitecting Hugging Face Uploads and Downloads

From Files to Chunks: Improving Hugging Face Storage Efficiency

Share your open ML datasets on Hugging Face Hub!

Organizations

erinys's activity

New activity in xet-team/lfs-analysis 2 months ago

Compressed -> Deduped column header

#4 opened 2 months ago by

New activity in xet-team/lfs-analysis 3 months ago

Suggested text changes

#1 opened 3 months ago by

New activity in huggingface/data-measurements-tool 3 months ago

AttributeError: module 'matplotlib.cm' has no attribute 'register_cmap'

#7 opened 3 months ago by