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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. |