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[ci] change lmdeploy version and related packages - #1996

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zhulinJulia24 wants to merge 5 commits into
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[ci] change lmdeploy version and related packages#1996
zhulinJulia24 wants to merge 5 commits into
mainfrom
docker_by_commitid

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@zhulinJulia24

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  1. Upgrade LMDeploy and its associated dependent packages
  2. Support building historical images by specifying historical commit ID via repo_ref configuration
  3. Add pip list log output after image construction and before E2E test initialization

Without this build-arg, Dockerfile falls through to git clone with an empty
LMDEPLOY_URL and fails with "You must specify a repository to clone".
Pin apache-tvm-ffi/transformers for lmdeploy compatibility, bump xgrammar,
and print pip list after image build and before ETE train jobs.
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