Arm Learning Paths

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Run MobileSAM prompt segmentation on Arm Ethos-U85 with ExecuTorch

ExecuTorch - PyTorch - MobileSAM - Python - CMake

10 Sep 2026 45 min

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Python - Keras - TensorFlow - PyTorch - JAX

09 Sep 2026 30 min

Train and benchmark AI workloads with DeepSpeed on Google Cloud C4A Axion VMs

DeepSpeed - PyTorch - Python - Linux

09 Sep 2026 30 min

Scale AI workloads with Ray on Google Cloud C4A Axion VM

Ray - Python - PyTorch - Linux

09 Sep 2026 30 min

Run vLLM inference with INT4 quantization on Arm servers

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

09 Sep 2026 1 hr

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

Python - PyTorch - Hugging Face - Linux

09 Sep 2026 20 min

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

Measure and accelerate PyTorch Inference on Arm servers

Python - PyTorch - Linux

09 Sep 2026 20 min

Deploy a LLM-based Vision Chatbot with PyTorch and Hugging Face Transformers on Google Axion processors

Python - PyTorch - Streamlit - Google Axion - Linux

09 Sep 2026 45 min

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

Python - PyTorch - Hugging Face - Linux

09 Sep 2026 20 min

Deploy Silero VAD on Arm Ethos-U with ExecuTorch

ExecuTorch - PyTorch - Python - CMake - Arm GNU Toolchain

09 Sep 2026 45 min

Train multi-agent reinforcement learning policies with MAPPO on an Arm-based cloud instance

Reinforcement Learning - Multi-Agent Reinforcement Learning - MAPPO - Python - PyTorch

03 Sep 2026 5 hrs 30 min

Export and quantize SmolVLA for ONNX Runtime on Arm

Python - PyTorch - TorchAO - ONNX - ONNX Runtime

27 Aug 2026 1 hr

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

Train and evaluate Neural Frame Rate Upscaling models using Model Gym

PyTorch - Jupyter Notebook - Vulkan - NX - Linux

24 Aug 2026 45 min

Prepare models for neural graphics with Arm neural technology

ExecuTorch - PyTorch - Model Explorer - Jupyter Notebook - Vulkan

21 Aug 2026 45 min

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

ExecuTorch - PyTorch - Python - Android - Vulkan

19 Aug 2026 1 hr

Deploy optimized ML models with ONNX Runtime on Arm platforms

Python - PyTorch - TensorFlow - ONNX - Android

19 Aug 2026 4 hrs

Fine-tune neural graphics models using Model Gym

PyTorch - Jupyter Notebook - Vulkan - NX - Linux

18 Aug 2026 45 min

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

13 Aug 2026 2 hrs

Edge AI on Arm: PyTorch and ExecuTorch rock-paper-scissors

tinyML - Computer Vision - Edge AI - CNN - PyTorch

13 Aug 2026 1 hr

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

13 Aug 2026 40 min

Deploy ExecuTorch firmware on NXP FRDM i.MX 93 for Ethos-U65 acceleration

Baremetal - Python - PyTorch - ExecuTorch - Arm Compute Library

13 Aug 2026 2 hrs

Fine-tune PyTorch models on DGX Spark

Python - PyTorch - Docker - Hugging Face - Linux

29 Jul 2026 1 hr

Inspect model artifacts and runtime profiles with Google Model Explorer and Arm extensions

Model Explorer - ExecuTorch - PyTorch - Python - TOSA

24 Jul 2026 1 hr 30 min

Run image classification on an Alif Ensemble E8 DevKit using ExecuTorch and Ethos-U85

ExecuTorch - PyTorch - GCC - CMSIS-Toolbox - Python

08 Jul 2026 2 hrs

Run vLLM inference with quantized models and benchmark on Arm servers

vLLM - Python - PyTorch - Hugging Face - Linux

17 Jun 2026 1 hr

CI-CD

Optimize MLOps with Arm-hosted GitHub Runners

Python - PyTorch - ACL - GitHub - Linux

17 Jun 2026 1 hr

Tag: PyTorch

Filter

Run MobileSAM prompt segmentation on Arm Ethos-U85 with ExecuTorch

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Train and benchmark AI workloads with DeepSpeed on Google Cloud C4A Axion VMs

Scale AI workloads with Ray on Google Cloud C4A Axion VM

Run vLLM inference with INT4 quantization on Arm servers

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

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

Measure and accelerate PyTorch Inference on Arm servers

Deploy a LLM-based Vision Chatbot with PyTorch and Hugging Face Transformers on Google Axion processors

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

Deploy Silero VAD on Arm Ethos-U with ExecuTorch

Train multi-agent reinforcement learning policies with MAPPO on an Arm-based cloud instance

Export and quantize SmolVLA for ONNX Runtime on Arm

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

Train and evaluate Neural Frame Rate Upscaling models using Model Gym

Prepare models for neural graphics with Arm neural technology

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

Deploy optimized ML models with ONNX Runtime on Arm platforms

Fine-tune neural graphics models using Model Gym

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Edge AI on Arm: PyTorch and ExecuTorch rock-paper-scissors

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Deploy ExecuTorch firmware on NXP FRDM i.MX 93 for Ethos-U65 acceleration

Fine-tune PyTorch models on DGX Spark

Inspect model artifacts and runtime profiles with Google Model Explorer and Arm extensions

Run image classification on an Alif Ensemble E8 DevKit using ExecuTorch and Ethos-U85

Run vLLM inference with quantized models and benchmark on Arm servers

Optimize MLOps with Arm-hosted GitHub Runners