feat: TGI 1.0.2 Image URI Config

[amzn-choeric]

Issue #, if available:

Description of changes:

Testing done:

Merge Checklist

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General

• I have read the CONTRIBUTING doc
• I certify that the changes I am introducing will be backward compatible, and I have discussed concerns about this, if any, with the Python SDK team
• I used the commit message format described in CONTRIBUTING
• I have passed the region in to all S3 and STS clients that I've initialized as part of this change.
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Tests

• I have added tests that prove my fix is effective or that my feature works (if appropriate)
• I have added unit and/or integration tests as appropriate to ensure backward compatibility of the changes
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• I have used unique_name_from_base to create resource names in integ tests (if appropriate)

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[mufaddal-rohawala]

/bot run all

[mufaddal-rohawala]

@amzn-choeric is this PR intentionally in draft?

[sagemaker-bot]

AWS CodeBuild CI Report

• CodeBuild project: sagemaker-python-sdk-local-mode-tests
• Commit ID: 9d17f04
• Result: SUCCEEDED
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[sagemaker-bot]

AWS CodeBuild CI Report

• CodeBuild project: sagemaker-python-sdk-notebook-tests
• Commit ID: 9d17f04
• Result: FAILED
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[mufaddal-rohawala]

/bot run notebook-tests

[sagemaker-bot]

AWS CodeBuild CI Report

• CodeBuild project: sagemaker-python-sdk-pr
• Commit ID: 9d17f04
• Result: FAILED
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[sagemaker-bot]

AWS CodeBuild CI Report

• CodeBuild project: sagemaker-python-sdk-unit-tests
• Commit ID: 9d17f04
• Result: SUCCEEDED
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[codecov-commenter]

Codecov Report

Patch coverage: 81.81% and project coverage change: +0.10% 🎉

Comparison is base (9517bdd) 90.23% compared to head (9d17f04) 90.34%.
Report is 15 commits behind head on master.

Additional details and impacted files

@@            Coverage Diff             @@
##           master    #4096      +/-   ##
==========================================
+ Coverage   90.23%   90.34%   +0.10%     
==========================================
  Files        1312      312    -1000     
  Lines      115920    28675   -87245     
==========================================
- Hits       104599    25906   -78693     
+ Misses      11321     2769    -8552     

Files Changed	Coverage Δ
src/sagemaker/remote_function/client.py	97.54% <ø> (ø)
src/sagemaker/stabilityai/stability_utils.py	72.72% <72.72%> (ø)
src/sagemaker/remote_function/job.py	89.75% <83.33%> (ø)
src/sagemaker/image_uris.py	97.82% <100.00%> (ø)
src/sagemaker/stabilityai/__init__.py	100.00% <100.00%> (ø)

... and 1619 files with indirect coverage changes

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[sagemaker-bot]

AWS CodeBuild CI Report

• CodeBuild project: sagemaker-python-sdk-notebook-tests
• Commit ID: 9d17f04
• Result: SUCCEEDED
• Build Logs (available for 30 days)

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[sagemaker-bot]

AWS CodeBuild CI Report

• CodeBuild project: sagemaker-python-sdk-slow-tests
• Commit ID: 9d17f04
• Result: FAILED
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