Local Home Assistant voice agent on Arduino VENTUNO QENPL
Whisper Large-v3-Turbo and Qwen on the NPU, Polish Pocket TTS on the CPU of an Arduino VENTUNO Q. A local Home Assistant assistant, measurements, and the limits of testing so far.
p4vv37 / portfolio
Paweł Kowalski
Machine Learning Engineer for Game Technology
Projects, experiments & notesExplore the work
01 / Latest entries
Most recent
Bielik on the Arduino VENTUNO Q NPU (Compared with Snapdragon X Elite)ENPL
Testing Bielik 1.5B, 4.5B, and 11B on Arduino VENTUNO Q and Snapdragon X Elite: CPU/NPU performance, quantization, mapping failures, and preparing GGUF files.
My Laptop Has an Unused NPU. I Want to Finally Find Out Whether It Can Be UsefulEN
Local LLM benchmarks on a Snapdragon X Elite laptop: CPU, Adreno GPU, and Hexagon NPU performance, power use, quantization, and input length.
02 / Selected projects
Two highlights
Generation of simplified representations of the city, characters and vehicles for Cyberpunk 2077
Paper plane flight simulation by RNN
In Browser demo Simple physics simulation: Recurrent Neural Network predicts a flight of a plane and takes a blowing wind int an account. There are 3 versions of the network that…