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Xenova 
posted an update 20 days ago

Note: Since the API is experimental, you will need to install Chrome Dev/Canary version 127 or higher, and enable a few flags to get it working (see blog post for more detailed instructions)

gemini nano is rubbish. try with phi-3-mini perhaps it's better. but don't quantize it too much.

Thnks for your information

Still not working although Optimization Guide On Device Model given version but InvalidStateError: The session cannot be created. Followed all the advised steps.