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Motivation

#924

Modification

modify Runtime (i.e. async generate_request) to handle ids when skip_tokenizer_init is set.

Checklist

1. Ensure pre-commit pre-commit run --all-files or other linting tools are used to fix potential lint issues.
2. Confirm that modifications are covered by complete unit tests. If not, please add more unit tests for correctness.
3. Modify documentation as needed, such as docstrings or example tutorials.