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Ann Huang
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erinys
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https://huggingface.co/erinys
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updated
a Space
about 1 month ago
xet-team/cas-analysis
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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
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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
about 1 month ago
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37
From Files to Chunks: Improving Hugging Face Storage Efficiency
Nov 20
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45
Share your open ML datasets on Hugging Face Hub!
Nov 12
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25
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New activity in
xet-team/lfs-analysis
3 months ago
Compressed -> Deduped column header
2
#4 opened 3 months ago by
erinys
Suggested text changes
1
#1 opened 3 months ago by
erinys
New activity in
huggingface/data-measurements-tool
3 months ago
AttributeError: module 'matplotlib.cm' has no attribute 'register_cmap'
1
#7 opened 3 months ago by
erinys