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Cross-Origin Storage API Experimentation in Transformers.js

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Originally published on Hugging Face Blog

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Cross-Origin Storage API Experimentation in Transformers.js

Summary & Key Takeaways ​

  • Hugging Face is experimenting with the proposed Cross-Origin Storage API.
  • The focus is on integrating this API with their Transformers.js library.
  • This could enable more efficient and persistent storage for AI models directly in the browser.
  • The experimentation aims to understand the API's capabilities and limitations for web-based AI.

Our Commentary ​

This is exactly the kind of forward-looking research we need. Running AI models in the browser is a huge performance and privacy win, but storage has always been a bottleneck. The Cross-Origin Storage API could be a game-changer for client-side AI. I'm excited to see Hugging Face pushing the boundaries here. It feels like we're on the cusp of a new era for web-native AI.

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