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We fine-tuned a Gemma 2B to identify urgent messages sent by new and expecting mothers on a government-run maternal health helpline.

https://idinsight.github.io/tech-blog/blog/enhancing_materna...


Replies

proxygeek01/22/2025

Such a fun thread but this is the kind of applications that perk up my attention!

Very cool!

Mumps01/22/2025

lovely application!

Genuine question: why not use (Modern)BERT instead for classification? (Is the json-output explanation so critical?)

Mashimo01/22/2025

Oh that is a nice writeup. We have something similar in mind at work. Will forward it.

Mukina01/23/2025

Super cool. What a simple and powerful way to help mothers in need. Thanks for sharing.