optimum-neuron/pr_1097/en/notebooks.md

Notebooks

EC2

Notebook	Task	Model Architectures
Qwen embedding notebook	feature-extraction	Qwen3
Sentence Transformers notebook	sentence-transformers	Sentence Transformers
How to generate images with Stable Diffusion	stable-diffusion	Stable Diffusion
How to generate images with Stable Diffusion XL	stable-diffusion-xl	Stable Diffusion XL
Fine-tune BERT for text classification	text-classification	BERT
How to compile (if needed) and generate text with CodeLlama 7B	text-generation	CodeLlama
Create your own chatbot with llama-2-13B on AWS Inferentia	text-generation	Llama 2
Fine-tune llama-2-7B on AWS Trainium	fine-tuning	Llama 2

Inference Providers

Notebook	Task	Model Architectures
Compare book translations	feature-extraction	Embedding model

Sagemaker

Notebook	Task	Model Architectures
Deploy Llama 3.3 70B on SageMaker	sagemaker	Llama 3.3
Deploy Mixtral 8x7B on SageMaker	sagemaker	Mixtral