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Ann Huang
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erinys
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updated
a Space
about 1 month ago
xet-team/cas-analysis
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elliesleightholm
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about 1 month ago
I made a beginners guide to Hugging Face Spaces π€ 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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jsulz
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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. Thatβs 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: β© Only upload the chunks that changed. π Download just the updates, not the whole file. π§ 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 isnβt just a performance boost. Itβs 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
about 1 month ago
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From Files to Chunks: Improving Hugging Face Storage Efficiency
Nov 20
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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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2 datasets
3 months ago
argilla/FinePersonas-v0.1
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cfahlgren1/hub-stats
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