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Ann Huang
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erinys
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a Space
26 days ago
xet-team/cas-analysis
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26 days 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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26 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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Rearchitecting Hugging Face Uploads and Downloads
22 days ago
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From Files to Chunks: Improving Hugging Face Storage Efficiency
28 days ago
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Share your open ML datasets on Hugging Face Hub!
Nov 12
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openfoodfacts/product-database
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Hub LFS Analysis
An analysis of LFS files on the Hub.
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3 months ago
argilla/FinePersonas-v0.1
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cfahlgren1/hub-stats
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