The model is not the product: lessons from building with local Gemma 4
The article discusses the lessons learned from building a local dementia-care assistant using Gemma 4. It emphasizes that the model is not the product itself, but rather a component within a larger system designed to assist patients and caregivers. The author highlights the importance of separating responsibilities within the application architecture to improve functionality and debugging.
- ▪The main lesson learned was that local AI is about deciding what the model should own versus what the application should manage.
- ▪The author chose Gemma 4 E2B for its ability to provide local, privacy-conscious reasoning without needing the largest model.
- ▪A clear separation of responsibilities in the system architecture made it easier to debug and understand failures.
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try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 3787205) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } Manjunath Patil Posted on May 24 The model is not the product: lessons from building with local Gemma 4 #devchallenge #gemmachallenge #gemma Gemma 4 Challenge: Write about Gemma 4 Submission This is a submission for the Gemma 4 Challenge: Write About Gemma 4 The model is not the product The easiest mistake to make with a capable local model is to treat the model call as the whole application. I almost made that mistake while building with Gemma 4 E2B.
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