~/talk

Diving in Hugging Face Hub; Share Your Model Weights on the #1 AI Hub, Home of 700k+...

Talkat PyTorch Day China 2025 · on Saturday, 2025-06-07· [machine-learning, devops-and-delivery]
links:none on file
slides:none on file

Hugging Face Hub hosts 1.7 million public models and adds 10x growth in three years while offering concrete tools: model hub pages with download counts and model families, gated repos and DuckDB dataset previews, a free H200 grant and zero GPU spaces that attach a GPU for five minutes every four hours, a kernels registry for binary artifacts, third‑party inference providers, and hourly historical hub stats usable via API for trend analysis.

AI-written summary · about

  1. 0:00Hugging Face Hub intro
  2. 1:02Key features
  3. 3:54Trending AI models
  4. 5:58Model pages & downloads
  5. 7:21Dataset tools
  6. 8:50Spaces demos
  7. 9:53Kernel Hub
  8. 10:58Serverless inference
  9. 11:39Social features
  10. 12:23Metrics & insights
  11. 14:11Q&A
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