Add missing notebooks to doc (#543)

* add missing notebooks * fix
huggingface · Apr 2, 2024 · e5238d7 · e5238d7
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diff --git a/docs/source/tutorials/notebooks.mdx b/docs/source/tutorials/notebooks.mdx
@@ -31,3 +31,4 @@ We prepared some notebooks for you, so that you can run directly tutorials in th
 | [Create your own chatbot with llama-2-13B on AWS Inferentia](https://github.com/huggingface/optimum-neuron/blob/main/notebooks/text-generation/llama2-13b-chatbot.ipynb)                | Show how to run LLama-2 13B chat model on AWS inferentia 2.                                                                                                                       | [![Open in AWS Studio](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/huggingface/optimum-neuron/blob/main/notebooks/text-generation/llama2-13b-chatbot.ipynb)           |
 | [How to generate images with Stable Diffusion](https://github.com/huggingface/optimum-neuron/blob/main/notebooks/stable-diffusion/stable-diffusion-txt2img.ipynb)                       | Show how to use stable-diffusion v2.1 model to generate images from prompts on Inferentia 2.                                                                                      | [![Open in AWS Studio](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/huggingface/optimum-neuron/blob/main/notebooks/stable-diffusion/stable-diffusion-txt2img.ipynb)    |
 | [How to generate images with Stable Diffusion XL](https://github.com/huggingface/optimum-neuron/blob/main/notebooks/stable-diffusion/stable-diffusion-xl-txt2img.ipynb)                 | Show how to use stable-diffusion XL model to generate images from prompts on Inferentia 2.                                                                                        | [![Open in AWS Studio](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/huggingface/optimum-neuron/blob/main/notebooks/stable-diffusion/stable-diffusion-xl-txt2img.ipynb) |
+| [Compute text embeddings with Sentence Transformers on Inferentia](https://github.com/huggingface/optimum-neuron/blob/main/notebooks/sentence-transformers/getting-started.ipynb)       | Show how to use Sentence Transformers to compute sentence / text embeddings on Inferentia 2.                                                                                      | [![Open in AWS Studio](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/huggingface/optimum-neuron/blob/main/notebooks/sentence-transformers/getting-started.ipynb)        |
diff --git a/docs/source/tutorials/overview.mdx b/docs/source/tutorials/overview.mdx
@@ -23,3 +23,5 @@ These tutorials will help you quickly get started with AWS Trainium / Inferentia
 - [Getting started with AWS Trainium and Hugging Face Transformers](./fine_tune_bert)
 - [Generate images with Stable Diffusion models on AWS Inferentia2](./stable_diffusion)
 - [Create your own chatbot with llama-2-13B on AWS Inferentia](./llama2-13b-chatbot)
+- [Fine-tune and Test Llama 2 7B on AWS Trainium](./fine_tune_llama_7b)
+- [Sentence Transformers on AWS Inferentia with Optimum Neuron](./sentence_transformers)