[Bug Report] p2.xlarge is not supported for "BERT Base Cased" model deployment!

**Link to the notebook**
[Introduction to SageMaker HuggingFace - Text Classification.](https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart_text_classification/Amazon_JumpStart_HuggingFace_Text_Classification.ipynb)

**Describe the bug**
In "4.6. Deploy & run Inference on the fine-tuned model" section, the instance type is set to "ml.p2.xlarge"; however, it's not supported for the "BERT Base Cased" model. Here is the error message when creating the endpoint with p2.xlarge instance:

```
Invalid combination: instance p2 and Cuda 12.2. Please provide a supported configuration for this region.
```

**To reproduce**
Running the notebook with default settings will replicate the error.

**Logs**
N/A

Open introduction_to_amazon_algorithms/jumpstart_text_classification/Amazon_JumpStart_HuggingFace_Text_Classification.ipynb and inspect section 4.6, where ml.p2.xlarge is configured. Confirm a supported instance for the BERT Base Cased deployment, update the notebook setting, and rerun the deployment to verify endpoint creation succeeds.

Written by the indexing model from the issue text.