Add support for Transformers 4.48

[cgpeltier]

Describe the feature you'd like
Add support for Transformers >=4.48.0 (which includes ModernBERT) to be used with the HuggingFaceModel class: https://github.com/huggingface/transformers/releases/tag/v4.48.0

How would this feature be used? Please describe.
To be used with the HuggingFaceModel class

Describe alternatives you've considered
Alternatively, newer transformers versions can be used with the regular PyTorch estimator.

[benieric]

Hi @cgpeltier , we recently released support for 4.46.1 - https://github.com/aws/sagemaker-python-sdk/blob/master/src/sagemaker/image_uri_config/huggingface.json#L17

Not sure if this would help unblock you, but alternatively, you can keep an eye on releases of the Deep Learning Containers - https://github.com/aws/deep-learning-containers/blob/master/available_images.md

And directly use the image uris