[WIP] New Ray Serve tutorial #3709
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/tutorials/3709
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crypdick
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Dec 18, 2025
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Needed due to a bug in Ray; working on a PR
marwan116
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Jan 5, 2026
edoakes
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Jan 8, 2026
## Description Automatically exclude common directories (.git, .venv, venv, __pycache__) when uploading working_dir in runtime environment packages. At a minimum we need to exclude `.git/` because unlike the others, nobody includes .git/ in `.gitignore`. This causes Ray to throw a `ray.exceptions.RuntimeEnvSetupError` if your `.git` dir is larger than 512 MiB. I also updated the documentation in handling-dependencies.rst and improved the error message if the env exceeds the GCS_STORAGE_MAX_SIZE limit. ## Related issues N/A ## Additional information This PR pytorch/tutorials#3709 was failing to run because the PyTorch tutorials .git/ folder is huge. --------- Signed-off-by: Ricardo Decal <[email protected]> Signed-off-by: Ricardo Decal <[email protected]> Signed-off-by: Ricardo Decal <[email protected]> Co-authored-by: Ricardo Decal <[email protected]> Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: Edward Oakes <[email protected]>
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Adds a new tutorial serving Pytorch models on Ray Serve.
This should be merged after #3694 since otherwise the new Ray version will break the existing Tune tutorial.
I will remove the [WIP] label after the Ray Serve team finishes their review.