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What I Learned Untangling LiteRT, LiteRT-LM, and TFLite

When we started building Redacto - an on-device PII redaction app running Gemma 4 E2B on a Snapdragon 8 Elite - we kept tripping over three names: TFL…

gemmachallengeedgeaiandroidlitertlm
Dev.to May 17, 2026, 23:15 UTC
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How we catch silent NPU fallback on Snapdragon in CI (and why your eval set won't)

TL;DR — ONNX Runtime's QNN execution provider will quietly route unsupported ops to the CPU instead of the Hexagon NPU. Your accuracy is fine. Your ev…

edgeaimlopsonnxruntimecicd
Dev.to May 15, 2026, 05:24 UTC

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