Add support for Gemma 3 models within Fastchat #3705
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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