Arm Learning Paths

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Profile the Performance of AI and ML Mobile Applications on Arm

Android Studio - LiteRT - Android - Linux

28 Jan 2025 1 hr

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

Python - Streamlit - Google Axion - Linux

28 Jan 2025 45 min

Port Code to Arm Scalable Vector Extension (SVE)

SVE - Neon - Coding - armie - GCC

23 Jan 2025 30 min

Build and run the Arm Machine Learning Evaluation Kit examples

Coding - Arm Virtual Hardware - Fixed Virtual Platform - GCC - Arm Compiler for Embedded

16 Jan 2025 30 min

Run Llama 3 on a Raspberry Pi 5 using ExecuTorch

LLM - GenAI - Raspberry Pi - Linux

09 Jan 2025 1 hr

Run a local LLM chatbot on a Raspberry Pi 5

LLM - GenAI - Raspberry Pi - Python - Linux

09 Jan 2025 30 min

Run a Computer Vision Model on a Himax Microcontroller

Himax SDK - Python - Linux - macOS

09 Jan 2025 1 hr 30 min

Navigate Machine Learning development with Ethos-U processors

Fixed Virtual Platform - Arm Virtual Hardware - GCC - Arm Compiler for Embedded - MPS3

09 Jan 2025 10 min

LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK

Java - MediaPipe - Android SDK - Android NDK - Bazel

09 Jan 2025 1 hr

Get started with object detection using a Jetson Orin Nano

DetectNet - TensorRT - Docker - Linux

09 Jan 2025 1 hr

Detect faces with OpenCV on Android Devices

Android - Android Studio - Kotlin - Windows - macOS

09 Jan 2025 30 min

Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware

Arm Virtual Hardware - Coding - GCC - Paddle - TVMC

09 Jan 2025 30 min

Create and train a PyTorch model for digit classification using the MNIST dataset

Android Studio - Coding - VS Code - Windows - Linux

09 Jan 2025 2 hrs 40 min

Create a ChatGPT voice bot on a Raspberry Pi

ChatGPT - Porcupine - Python - Linux

09 Jan 2025 1 hr

Build and run Arm Total Solutions for IoT

Arm Virtual Hardware - Coding - Fixed Virtual Platform - Arm Compiler for Embedded - Baremetal

09 Jan 2025 30 min

Build and run an image classification NN model on an STM32L4 Discovery board

Coding - TensorFlow - STM32 - Baremetal

09 Jan 2025 1 hr

Build and run a letter recognition NN model on an STM32L4 Discovery board

TensorFlow - STM32 - Coding - Baremetal

09 Jan 2025 1 hr

Build an Android chat application with ONNX Runtime API

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

09 Jan 2025 1 hr

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

Mobile - Java - C++ - Python - macOS

09 Jan 2025 1 hr

Build a Hands-Free Selfie Android Application with MediaPipe

mobile - Android Studio - Kotlin - MediaPipe - Android

09 Jan 2025 2 hrs

Accelerate Generative AI workloads using KleidiAI

C++ - GenAI - Coding - NEON - Linux

09 Jan 2025 1 hr

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

LLM - GenAI - Python - Linux

09 Jan 2025 30 min

Build and Run a Virtual Large Language Model (vLLM) on Arm Servers

vLLM - LLM - GenAI - Python - Linux

06 Jan 2025 45 min

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

LLM - GenAI - Python - PyTorch - Linux

20 Dec 2024 30 min

Build a RAG application using Zilliz Cloud on Arm servers

Python - GenAI - RAG - Linux

19 Dec 2024 20 min

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

LLM - GenAI - Python - Linux

12 Nov 2024 30 min

Measure Machine Learning Inference Performance on Arm servers

TensorFlow - Linux

03 Jul 2024 20 min

Run Text Classification with ThirdAI on Arm servers

Python - ThirdAI - Linux

20 Jun 2024 10 min

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Python - Keras - TensorFlow - PyTorch - JAX

07 Jun 2024 30 min

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

Python - PyTorch - Linux

23 May 2024 20 min

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

Python - PyTorch - Linux

22 Mar 2024 20 min

Tag: ML

Filter

Profile the Performance of AI and ML Mobile Applications on Arm

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

Port Code to Arm Scalable Vector Extension (SVE)

Build and run the Arm Machine Learning Evaluation Kit examples

Run Llama 3 on a Raspberry Pi 5 using ExecuTorch

Run a local LLM chatbot on a Raspberry Pi 5

Run a Computer Vision Model on a Himax Microcontroller

Navigate Machine Learning development with Ethos-U processors

LLM inference on Android with KleidiAI, MediaPipe, and XNNPACK

Get started with object detection using a Jetson Orin Nano

Detect faces with OpenCV on Android Devices

Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware

Create and train a PyTorch model for digit classification using the MNIST dataset

Create a ChatGPT voice bot on a Raspberry Pi

Build and run Arm Total Solutions for IoT

Build and run an image classification NN model on an STM32L4 Discovery board

Build and run a letter recognition NN model on an STM32L4 Discovery board

Build an Android chat application with ONNX Runtime API

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

Build a Hands-Free Selfie Android Application with MediaPipe

Accelerate Generative AI workloads using KleidiAI

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

Build and Run a Virtual Large Language Model (vLLM) on Arm Servers

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

Build a RAG application using Zilliz Cloud on Arm servers

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

Measure Machine Learning Inference Performance on Arm servers

Run Text Classification with ThirdAI on Arm servers

Use Keras Core with TensorFlow, PyTorch, and JAX backends

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

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