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[CI/Test] improve robustness of test by replacing del with context manager (vllm_runner) (#5357)

[CI/Test] improve robustness of test by replacing del with context manager (hf_runner) (#5347)

Signed-off-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>

Co-authored-by: SAHIL SUNEJA <suneja@us.ibm.com>

Since #4335 was merged, I've noticed that the definition of ServerRunner in the tests is the same as in the test for OpenAI API. I have moved the class to the test utilities to avoid code duplication. (Although it only has been repeated twice so far, I will add another similar test suite in #4200 which would duplicate the code a third time)

Also, I have moved the test utilities file (test_utils.py) to under the test directory (tests/utils.py), since none of its code is actually used in the main package. Note that I have added __init__.py to each test subpackage and updated the ray.init() call in the test utilities file in order to relative import tests/utils.py.

[Core][Distributed] refactor pynccl to hold multiple communicators (#4591)

[Core][Distributed] support both cpu and device tensor in broadcast tensor dict (#4660)

Co-authored-by: LiuXiaoxuanPKU <llilyliupku@gmail.com>

Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>

[Core] Add integrity check during initialization; add test for it (#4155)

[Core] replace narrow-usage RayWorkerVllm to general WorkerWrapper to reduce code duplication (#4024)

[WIP][Core][Refactor] move vllm/model_executor/parallel_utils into vllm/distributed and vllm/device_communicators (#3950)

[Core][Test] move local_rank to the last arg with default value to keep api compatible (#3711)

Co-authored-by: Simon Mo <simon.mo@hey.com>