Add support for Gemma 3 models within Fastchat

[deep1401]

Why are these changes needed?

Added support for Gemma 3 text version. It adds support for inference of all Gemma 3 models (base as well as instruct) for text only mode inference.

Related issue number (if applicable)

Closes #3697

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