08:33
2026-08-25
dev.to
large-language-models
I put a 45M-parameter LLM on a phone. It was 100% confident about a number it invented.
A developer built react-native-needle, a React Native binding for the Needle 2 on-device LLM, and found that while it excels at tool-calling tasks with sub-300ms response times, it can fabricate numbe…