Model-to-NPU pipelines for Qualcomm Snapdragon: QNN/ONNX/Android runtimes for on-device image and video generation.
Run LLMs on Snapdragon NPU — including the 'unsupported' 8 Gen 1 (Hexagon v69). Verified at 31 tok/s on OnePlus 10 Pro.
Native push-to-talk voice-to-text for Windows on ARM. Powered by NVIDIA Parakeet TDT v3 on the Snapdragon X Elite Hexagon NPU. Completely local.
On-device SLM Training on Qualcomm Hexagon NPUs / Snapdragon 8 Elite Gen 5 上の V81 Hexagon NPU で言語モデルを学習させる
On-device AI exercise coach for Snapdragon — recognises 7 exercises, counts reps, scores form, and coaches you by voice. 100% offline on the Hexagon NPU; no INTERNET permission.
On-device PII detection & redaction for Indian documents — Aadhaar/PAN/IFSC checksum-validated, reversible encrypted vault, zero cloud. AI tier compiled & executed on the Hexagon NPU (Snapdragon X Elite) via Qualcomm AI Hub.
Offline Android audio/video transcription using Whisper, share MP3s (or any audio/video) directly from any app, with Qualcomm Hexagon NPU acceleration on supported Snapdragon phones.
Snapdragon X Elite (Hexagon NPU) LLM: Genie server exposing Anthropic + OpenAI APIs for on-device inference
llama.cpp fork with an experimental QNN backend for the Hexagon NPU on Windows on Snapdragon
Why the AYN Odin 3's (Qualcomm CQ8725S / SM8750) Hexagon NPU can't be enabled — a 47-phase reverse-engineering teardown proving the NSP subsystem is fused off at the factory (~94% confidence). On-device fuse reads, FeatureEnabler trustlet RE, kernel-source + patent attribution, AVB/dm-verity brick postmortem.
Keyboard-driven .NET terminal UI to find, run, chat with, and serve GGUF/LLM models on the Qualcomm Snapdragon NPU via GenieX — with auto CPU/NPU/GPU compute selection and one-key offload to external/NAS drives.
Edge-Native Multimodal Copilot for Snapdragon-powered HP PCs (HP OmniBook X) | Built for Snapdragon AI Lab Challenge
LLM inference benchmarks on the Nothing Phone 2 (Snapdragon 8+ Gen 1): CPU vs Adreno 730 OpenCL vs Hexagon v69 NPU — the CPU wins
Offline lecture companion: live captions, translation into 22 Indian languages with technical terms kept intact, and a jargon glossary. Whisper, NLLB-200 and Llama 3.2 run on the device, speech on the Snapdragon Hexagon NPU. Try it in your browser.
Edge-AI face recognition door access system on Qualcomm QCS6490 (Quectel Pi H1): on-device NPU inference, Hikvision intercom + SwitchBot Lock BLE control
MediSense Edge - On-Device Medical AI Suite powered by Qualcomm Snapdragon X Elite Hexagon NPU & Qualcomm AI Hub (Qualcomm Snapdragon AI Lab Hackathon Submission)
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