Running Gemma 4, a multimodal language model, on NVIDIA Jetson Orin Nano Super enables local AI inference with autonomous vision integration.
- •Gemma 4 autonomously decides whether to use the webcam based on user questions without keyword triggers
- •The pipeline chains Parakeet STT, Gemma 4, and Kokoro TTS for fully local speech-to-speech processing
- •The model has access to a "look_and_answer" tool to capture and analyze webcam frames when needed
- •Setup includes compiling llama.cpp with CUDA and using Q4_K_M quantization for optimal Jetson performance
- •Memory optimization with 8GB swap and process cleanup prevents out-of-memory errors during inference
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