Arm Learning Paths

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Build a RAG application using Zilliz Cloud on Arm servers

Python - GenAI - RAG - Linux

11 Apr 2025 20 min

Build and Run vLLM on Arm Servers

vLLM - LLM - GenAI - Python - Linux

02 Apr 2025 45 min

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

Mobile - Java - C++ - Python - macOS

02 Apr 2025 1 hr

Deploy an AI Agent on Arm with llama.cpp and llama-cpp-agent using KleidiAI

Python - AWS Graviton - AI - Linux

28 Mar 2025 45 min

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

Python - Streamlit - Google Axion - Demo - Linux

25 Mar 2025 45 min

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

LLM - GenAI - Python - Demo - Linux

25 Mar 2025 30 min

Accelerate Whisper on Arm with Hugging Face Transformers

Python - Whisper - Demo - Linux

25 Mar 2025 15 min

Deploy Graviton Infrastructure for GitHub Copilot Extensions

Python - AWS CDK - GitHub - Linux

06 Mar 2025 30 min

Create a RAG-based GitHub Copilot Extension in Python

Python - FAISS - GitHub - conda - AWS CDK

06 Mar 2025 30 min

Deploy ModelScope FunASR Model on Arm Servers

ModelScope - FunASR - LLM - GenAI - Python

06 Mar 2025 1 hr

Build a GitHub Copilot Extension in Python

Python - GitHub - Linux

03 Mar 2025 20 min

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Arm Virtual Hardware - Fixed Virtual Platform - Python - PyTorch - ExecuTorch

27 Feb 2025 40 min

PERFORMANCE AND ARCHITECTURE

Implement Code level Performance Analysis using the PMUv3 plugin

C - C++ - Python - Runbook - Linux

19 Feb 2025 1 hr

PERFORMANCE AND ARCHITECTURE

Get ready for performance analysis with Sysreport

Python - Runbook - Linux

19 Feb 2025 10 min

Measure and accelerate PyTorch Inference on Arm servers

Python - PyTorch - Linux

12 Feb 2025 20 min

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Python - Keras - TensorFlow - PyTorch - JAX

05 Feb 2025 30 min

PERFORMANCE AND ARCHITECTURE

Sampling CPython with WindowsPerf

WindowsPerf - Python - perf - Windows

05 Feb 2025 30 min

PERFORMANCE AND ARCHITECTURE

Sample Instructions with WindowsPerf and Arm SPE

WindowsPerf - Python - perf - Windows

05 Feb 2025 30 min

Run Text Classification with ThirdAI on Arm servers

Python - ThirdAI - Linux

05 Feb 2025 10 min

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

LLM - GenAI - Python - Linux

05 Feb 2025 30 min

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

Python - PyTorch - Linux

05 Feb 2025 20 min

Run a local LLM chatbot on a Raspberry Pi 5

LLM - GenAI - Raspberry Pi - Python - Linux

05 Feb 2025 30 min

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

LLM - GenAI - Python - PyTorch - Linux

05 Feb 2025 30 min

Run a Computer Vision Model on a Himax Microcontroller

Himax SDK - Python - Linux - macOS

05 Feb 2025 1 hr 30 min

CI-CD

Optimize MLOps with Arm-hosted GitHub Runners

Python - PyTorch - ACL - GitHub - Linux

05 Feb 2025 1 hr

WEB

Learn how to deploy a Django application

Django - Python - Nginx - PostgreSQL - Linux

05 Feb 2025 30 min

Create a ChatGPT voice bot on a Raspberry Pi

ChatGPT - Porcupine - Python - Linux

05 Feb 2025 1 hr

MIGRATION TO ARM

Build native Windows on Arm applications with Python

Python - Visual Studio Code - Windows

05 Feb 2025 30 min

GRAPHICS

Build and profile a simple WebGPU Android Application

Mobile - Java - Kotlin - C++ - Python

05 Feb 2025 1 hr 30 min

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

Python - PyTorch - Linux

05 Feb 2025 20 min

Tag: Python

Filter

Build a RAG application using Zilliz Cloud on Arm servers

Build and Run vLLM on Arm Servers

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

Deploy an AI Agent on Arm with llama.cpp and llama-cpp-agent using KleidiAI

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

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

Accelerate Whisper on Arm with Hugging Face Transformers

Deploy Graviton Infrastructure for GitHub Copilot Extensions

Create a RAG-based GitHub Copilot Extension in Python

Deploy ModelScope FunASR Model on Arm Servers

Build a GitHub Copilot Extension in Python

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Implement Code level Performance Analysis using the PMUv3 plugin

Get ready for performance analysis with Sysreport

Measure and accelerate PyTorch Inference on Arm servers

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Sampling CPython with WindowsPerf

Sample Instructions with WindowsPerf and Arm SPE

Run Text Classification with ThirdAI on Arm servers

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

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

Run a local LLM chatbot on a Raspberry Pi 5

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

Run a Computer Vision Model on a Himax Microcontroller

Optimize MLOps with Arm-hosted GitHub Runners

Learn how to deploy a Django application

Create a ChatGPT voice bot on a Raspberry Pi

Build native Windows on Arm applications with Python

Build and profile a simple WebGPU Android Application

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