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Displaying 33 of 33 learning paths.
Date

ML

Run optimized object-detection models from the Arm AI Portal on Android

Android Studio - Java - ExecuTorch - LiteRT - XNNPACK

  11 Sep 2026        40 min

ML

Run vLLM inference with INT4 quantization on Arm servers

vLLM - LM Evaluation Harness - LLM - Generative AI - Python

  09 Sep 2026        1 hr

ML

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

LLM - Generative AI - Python - Hugging Face - Linux

  09 Sep 2026        30 min

ML

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

Python - PyTorch - Hugging Face - Linux

  09 Sep 2026        20 min

ML

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

LLM - Generative AI - Python - PyTorch - Hugging Face

  09 Sep 2026        30 min

ML

Deploy Arcee AFM-4.5B on Arm-based Google Cloud Axion with Llama.cpp

Google Cloud - Hugging Face - Python - llama.cpp - Linux

  09 Sep 2026        30 min

ML

Deploy Arcee AFM-4.5B on Arm-based AWS Graviton4 with Llama.cpp

AWS - Hugging Face - Python - llama.cpp - Linux

  09 Sep 2026        30 min

ML

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

Python - Streamlit - Google Axion - Demo - Hugging Face

  09 Sep 2026        45 min

ML

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

LLM - Generative AI - Python - Demo - Hugging Face

  09 Sep 2026        30 min

ML

Build and run vLLM on Arm servers

vLLM - LLM - Generative AI - Python - Hugging Face

  09 Sep 2026        45 min

ML

Build a RAG application using Zilliz Cloud on Arm servers

Python - Generative AI - RAG - Hugging Face - Linux

  09 Sep 2026        20 min

ML

Accelerate Whisper on Arm with Hugging Face Transformers

Python - Whisper - Demo - Hugging Face - Linux

  09 Sep 2026        15 min

ML

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

Python - PyTorch - Hugging Face - Linux

  09 Sep 2026        20 min

ML

Run optimized LLMs from the Arm AI Portal on Arm Neoverse-based instances

Python - ONNX Runtime - KleidiAI - Arm AI Portal - Hugging Face

  08 Sep 2026        35 min

ML

Run an Arm AI Portal image segmentation model on Android

Kotlin - Python - ExecuTorch - XNNPACK - KleidiAI

  07 Sep 2026        40 min

ML

Run optimized image classification models from the Arm AI Portal on Android

Android Studio - Java - LiteRT - ExecuTorch - XNNPACK

  07 Sep 2026        35 min

ML

Run an optimized text-to-speech model from the Arm AI Portal on an Arm Neoverse-based instance

Python - ONNX Runtime - Hugging Face - FastAPI - KleidiAI

  07 Sep 2026        40 min

ML

Run Arm AI Portal text-generation models on Android

Kotlin - Java - Python - Android Studio - ONNX Runtime

  07 Sep 2026        45 min

ML

Run optimized Whisper speech transcription models from the Arm AI Portal on Arm-powered Android devices

Android Studio - Java - LiteRT - ExecuTorch - XNNPACK

  07 Sep 2026        35 min

ML

Fine-tune SmolVLA for an SO-101 pick-and-place task on an NVIDIA DGX Spark

Python - PyTorch - LeRobot - SmolVLA - Hugging Face

  24 Aug 2026        32 hrs

ML

Profile the Performance of AI and ML Mobile Applications on Arm

Android Studio - LiteRT - Hugging Face - Android - Linux

  24 Aug 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Generate audio with Stable Audio Open Small using ExecuTorch

CPP - Python - Hugging Face - ExecuTorch - Linux

  21 Aug 2026        45 min

PERFORMANCE AND ARCHITECTURE

Generate audio with Stable Audio Open Small on LiteRT

CPP - Python - Hugging Face - Linux - Android

  21 Aug 2026        30 min

ML

Run ExecuTorch Llama 3.2 1B Instruct on an Android phone with Vulkan

ExecuTorch - PyTorch - Python - Android - Vulkan

  19 Aug 2026        1 hr

ML

Run LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK

Java - MediaPipe - Android SDK - Android NDK - Bazel

  19 Aug 2026        1 hr

ML

Run Llama 3 on a Raspberry Pi 5 using ExecuTorch

LLM - Generative AI - Raspberry Pi - Hugging Face - ExecuTorch

  14 Aug 2026        1 hr

ML

Run a computer vision model on a Himax microcontroller

Himax SDK - Python - Hugging Face - Linux - macOS

  13 Aug 2026        1 hr 30 min

ML

Run a local LLM chatbot on a Raspberry Pi 5

LLM - Generative AI - Raspberry Pi - Python - Hugging Face

  13 Aug 2026        30 min

ML

Build an Android chat application with ONNX Runtime API

Kotlin - CPP - ONNX Runtime - Android - Hugging Face

  05 Aug 2026        1 hr

ML

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

Java - CPP - Python - Hugging Face - ExecuTorch

  05 Aug 2026        1 hr

ML

Fine-tune PyTorch models on DGX Spark

Python - PyTorch - Docker - Hugging Face - Linux

  29 Jul 2026        1 hr

ML

Build a RAG pipeline on Arm-based NVIDIA DGX Spark

Python - llama.cpp - Hugging Face - Linux

  28 Jul 2026        1 hr

ML

Run vLLM inference with quantized models and benchmark on Arm servers

vLLM - Python - PyTorch - Hugging Face - Linux

  17 Jun 2026        1 hr