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Automotive Embedded and Microcontrollers IoT Laptops and Desktops Mobile, Graphics, and Gaming Servers and Cloud Computing
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Displaying 17 of 17 learning paths.
Date

PERFORMANCE AND ARCHITECTURE

Generate audio with Stable Audio Open Small on LiteRT

C++ - Python - Hugging Face - Linux - Android

  02 Jun 2025        30 min

ML

Run Llama 3 on a Raspberry Pi 5 using ExecuTorch

LLM - GenAI - Raspberry Pi - Hugging Face - Linux

  02 Jun 2025        1 hr

ML

Run an LLM chatbot with rtp-llm on Arm-based servers

LLM - GenAI - Python - Hugging Face - Linux

  02 Jun 2025        30 min

ML

Run a Natural Language Processing (NLP) model from Hugging Face on Arm servers

Python - PyTorch - Hugging Face - Linux

  02 Jun 2025        20 min

ML

Run a local LLM chatbot on a Raspberry Pi 5

LLM - GenAI - Raspberry Pi - Python - Hugging Face

  02 Jun 2025        30 min

ML

Run a Large Language Model (LLM) chatbot with PyTorch using KleidiAI on Arm servers

LLM - GenAI - Python - PyTorch - Hugging Face

  02 Jun 2025        30 min

ML

Run a Computer Vision Model on a Himax Microcontroller

Himax SDK - Python - Hugging Face - Linux - macOS

  02 Jun 2025        1 hr 30 min

ML

Profile the Performance of AI and ML Mobile Applications on Arm

Android Studio - LiteRT - Hugging Face - Android - Linux

  02 Jun 2025        1 hr

ML

LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK

Java - MediaPipe - Android SDK - Android NDK - Bazel

  02 Jun 2025        1 hr

ML

Deploy a RAG-based Chatbot with llama-cpp-python using KleidiAI on Google Axion processors

Python - Streamlit - Google Axion - Demo - Hugging Face

  02 Jun 2025        45 min

ML

Deploy a Large Language Model (LLM) chatbot with llama.cpp using KleidiAI on Arm servers

LLM - GenAI - Python - Demo - Hugging Face

  02 Jun 2025        30 min

ML

Build and Run vLLM on Arm Servers

vLLM - LLM - GenAI - Python - Hugging Face

  02 Jun 2025        45 min

ML

Build an Android chat application with ONNX Runtime API

Kotlin - C++ - ONNX Runtime - Android - Mobile

  02 Jun 2025        1 hr

ML

Build an Android chat app with Llama, KleidiAI, ExecuTorch, and XNNPACK

Mobile - Java - C++ - Python - Hugging Face

  02 Jun 2025        1 hr

ML

Build a RAG application using Zilliz Cloud on Arm servers

Python - GenAI - RAG - Hugging Face - Linux

  02 Jun 2025        20 min

ML

Accelerate Whisper on Arm with Hugging Face Transformers

Python - Whisper - Demo - Hugging Face - Linux

  02 Jun 2025        15 min

ML

Accelerate Natural Language Processing (NLP) models from Hugging Face on Arm servers

Python - PyTorch - Hugging Face - Linux

  02 Jun 2025        20 min