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Kenneth Hamilton PRO

ZennyKenny
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https://nevskycollective.com

AI & ML interests

Development and Ops for LLMs and CV.

Recent Activity

Reacted to jsulz's post with πŸ”₯ 2 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. πŸš€ 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
updated a dataset 2 days ago
microsoft/orca-agentinstruct-1M-v1
New activity 2 days ago
microsoft/orca-agentinstruct-1M-v1:Update README.md
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ZennyKenny's activity

liked 2 datasets 3 months ago
liked a Space 3 months ago
liked a model 4 months ago
liked a Space 4 months ago
liked a dataset 4 months ago
liked 3 Spaces 4 months ago
liked 2 Spaces 5 months ago
liked 2 datasets 6 months ago
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liked 2 models 8 months ago
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liked a model 8 months ago