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Update Dockerfile to use devel image for compatibility #2848

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@YaserJaradeh YaserJaradeh commented Dec 16, 2024

What does this PR do?

The TGI server fails to start due to missing Python headers during the compilation of Triton indexing kernels. The solution is to change the base image to nvidia/cuda:12.4.1-devel-ubuntu22.04 to match the builder image, ensuring the necessary headers are included.
This change increases the image size but resolves the startup issue.

Fixes # (issue)
This pull request addresses the issue #2838

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