optimum-neuron/main/en/inference_tutorials/notebooks.md

Notebooks

We prepared some notebooks for you, so that you can run directly tutorials in the documentation.

Notebook	Description	Studio Lab
Create your own chatbot with llama-2-13B on AWS Inferentia	Show how to run LLama-2 13B chat model on AWS inferentia 2.
How to generate images with Stable Diffusion	Show how to use stable-diffusion v2.1 model to generate images from prompts on Inferentia 2.
How to generate images with Stable Diffusion XL	Show how to use stable-diffusion XL model to generate images from prompts on Inferentia 2.
Compute text embeddings with Sentence Transformers on Inferentia	Show how to use Sentence Transformers to compute sentence / text embeddings on Inferentia 2.
How to compile (if needed) and generate text with CodeLlama 7B	How to use CodeLlama 7B to generate code. Also walks through compilation.
Compute text embeddings using Qwen3 Embedding models on AWS Trainium	How to run Qwen3 Embedding models on AWS Trainium for feature-extraction / compute text embeddings of sentences.