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Support tokenizer override per model for multi-model Triton + vLLM serving with OpenAI-Compatible #8321
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JunmooByun
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Support tokenizer override per model for multi-model Triton + vLLM serving with OpenAI-Compatible #8321
JunmooByun
wants to merge
2
commits into
triton-inference-server:main
from
JunmooByun:feat/tokenizer-override
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This PR was created from a forked repository.
- The branch has been updated to the latest
main. - Currently, workflow approval and a code review are required.
Could you please:
- Approve and run the workflows
- Review and approve the PR
Thanks for your time!
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What does the PR do?
Support per-model tokenizer override when using Triton + vLLM in OpenAI-compatible mode.
This PR introduces
HF_MODEL_NAME_MAPto associate custom model names with their corresponding Hugging Face model identifiers. During model registration, if a mapping is found, the tokenizer is loaded accordingly; otherwise, the system falls back to the default tokenizer.This enables true multi-model serving in scenarios where each model may require a different tokenizer — something not possible with the previous global
--tokenizeroption.Checklist
<commit_type>: <Title>pre-commit install, pre-commit run --all)Commit Type:
Related PRs:
Where should the reviewer start?
python/openai/openai_frontend/engine/triton_engine.py: Tokenizer override logic introduced here.Test plan: