On-Device ML Articles
Android On-Device Stable Diffusion: From Denoising Principles to LiteRT Mobile Image Generation
From Stable Diffusion denoising to LiteRT mobile deployment: FP16 quantization, LCM distillation, and on-demand loading cut single-image generation on Pixel 8 from 40 seconds to under 3 seconds.
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On-Device Model Drift Detection and Automatic Rollback for Android
A practical on-device quality system for Android OCR models: lightweight PSI drift detection, model versioning, automatic rollback, and device-cloud feedback.
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