[Python] Add device param to HuggingFacePipelineModelHandler

[riteshghorse]

Fixes #29218

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[riteshghorse]

CC: @damccorm @kerrydc

[codecov]

Codecov Report

Merging #29223 (1d3417c) into master (3f434f0) will decrease coverage by 0.05%.
Report is 43 commits behind head on master.
The diff coverage is 0.00%.

@@            Coverage Diff             @@
##           master   #29223      +/-   ##
==========================================
- Coverage   38.32%   38.27%   -0.05%     
==========================================
  Files         688      689       +1     
  Lines      101846   101986     +140     
==========================================
+ Hits        39032    39039       +7     
- Misses      61233    61366     +133     
  Partials     1581     1581              

Flag	Coverage Δ
python	29.88% <0.00%> (-0.06%)	⬇️

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Files	Coverage Δ
.../apache_beam/ml/inference/huggingface_inference.py	0.00% <0.00%> (ø)

... and 9 files with indirect coverage changes

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[riteshghorse]

Btw pytorch model handlers use CPU as default. It would be good to make that default GPU as well since we are moving in that direction.

[riteshghorse]

Tests are done.. failing test seems to be a timeout issue not related to this PR

[damccorm]

I agree - retrying to get to green, otherwise LGTM