[CI][torch nightlies] Use main Dockerfile with flags for nightly torch tests by orionr · Pull Request #30443 · vllm-project/vllm

orionr · 2025-12-11T00:47:52Z

Use standard Docker image instead of torch_nightly image for PyTorch nightlies testing and CI runs.

Moving this from vllm-project/ci-infra#239 to a branch on upstream for testing purposes outlined at https://github.com/vllm-project/ci-infra?tab=readme-ov-file#how-to-test-changes-in-this-repo

Tests to confirm:

Baseline (my vllm fork matching HEAD, no ci-infra changes) at https://buildkite.com/vllm/ci/builds/42874/steps/canvas. Allowed 5 test runs to move forward. -> Seems like PT nightlies build itself failed on installing flashinfer so all tests failed afterwards.
New (my vllm changes at [CI][torch nightlies] Use main Dockerfile with flags for nightly torch tests #30443, my ci-infra changes at [torch nightlies] Use main Dockerfile with flags for nightly torch tests ci-infra#244) with a successful build at https://buildkite.com/vllm/ci/builds/45736/steps/canvas?sid=019b9459-43ce-46d3-99c2-c10a1a8ce96c. One downstream test is failing, but that looks real and something we will investigate.

We will remove https://github.com/vllm-project/vllm/blob/main/docker/Dockerfile.nightly_torch in a separate commit.

Looking for review and landing with help from @khluu, @amrmahdi, @atalman, @huydhn . Thanks!

After we land this PR, here are some thoughts on next steps:

[WIP][CI][build] Move torch deps into requirements/torch.txt and torchlib.txt #32721 : We should explore moving all torch dep requirements into requirements/torch.txt (torch==...) and requirements/torchlibs.txt (torchaudio==..., torchtext==...) and cpu.txt, xpu.txt, test.in, etc would all -r that file. If we do that the use_existing_torch.py file would just need to clear or override that file to make sure we are referencing nightlies (update to torch_lib_versions.txt) or using the existing torch (make it a blank file). I might try and put up a separate PR around this with my ideas.
There would still be some pip install flags adjusted for torch nightly vs release (--pre, --index-url vs --extra-index-url) but we could maybe get rid of the if [ "${PYTORCH_NIGHTLY}" = "1" ]; then in most cases and especially outside of the two base images. This would be good! I don't think we would need to use --constraint if the requirements/ are updated correctly, but we should check.
We should look at caching torch nightly builds same as standard builds, but be careful about cache location and collisions with the torch release builds.

Note

^{Cursor Bugbot is generating a summary for commit f8f0e53f6e9e547196cd1cc11218cef56c07851f. Configure here.}

Note

Moves PyTorch nightly support into the main docker/Dockerfile via a PYTORCH_NIGHTLY=1 flag and enforces consistent torch lib versions across all build/test stages.

Adds PYTORCH_NIGHTLY ARG to install nightly torch/torchvision/torchaudio and switches indexes accordingly
Introduces use_existing_torch.py to strip torch deps from requirements/* and pyproject.toml (prefix-aware)
Records installed torch lib versions in torch_lib_versions.txt and validates them in csrc-build, build, vllm-base, and test stages
Updates dev/test installs to pin/compile requirements against recorded torch versions when using nightlies
Marks docker/Dockerfile.nightly_torch as deprecated; use the main Dockerfile with PYTORCH_NIGHTLY=1

^{Written by Cursor Bugbot for commit f8f0e53f6e9e547196cd1cc11218cef56c07851f. This will update automatically on new commits. Configure here.}

Note

^{Cursor Bugbot is generating a summary for commit c00a0691687a77994bd613ce4e507f5541096c60. Configure here.}

Note

Moves PyTorch nightly support into the main docker/Dockerfile behind PYTORCH_NIGHTLY=1, with consistent torch lib versioning across all stages.

Adds PYTORCH_NIGHTLY ARG and switches installs to nightly indexes when set; otherwise keeps release flow
Introduces use_existing_torch.py to strip torch* deps from requirements/* and pyproject.toml (prefix-aware)
Records installed torch/torchvision/torchaudio into torch_lib_versions.txt and reuses them in csrc-build, build, dev, vllm-base, and test stages to avoid version drift
Dev/test installs now compile/pin requirements against recorded torch versions when using nightlies
Marks docker/Dockerfile.nightly_torch as deprecated in favor of the main Dockerfile + flag

^{Written by Cursor Bugbot for commit c00a0691687a77994bd613ce4e507f5541096c60. This will update automatically on new commits. Configure here.}

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Code Review

This pull request refactors the Docker build process by removing the dedicated Dockerfile.nightly_torch and integrating its functionality into the main Dockerfile using a PYTORCH_NIGHTLY build argument. This is a good simplification. However, I've found a critical issue in the implementation of the nightly build logic within the main Dockerfile. The command for installing nightly PyTorch will likely fail due to version conflicts and an incorrect package index URL. I've provided a detailed comment with a suggested fix to address this.

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https://github.com/vllm-project/vllm/blob/0f56bd5e5179ae96789877a0cf16fc032e601ea8/docker/Dockerfile#L284-L287
Nightly builds still pin release torch after repo copy

When building with PYTORCH_NIGHTLY=1, the base stage installs nightly torch and strips torch entries from the copied requirement files, but this COPY . . reintroduces the original pyproject.toml/requirements that pin torch == 2.9.0. Because use_existing_torch.py is not run after this copy, the wheel built in this stage still declares the release torch dependency, so downstream uv pip install dist/*.whl will reinstall/downgrade to the stable torch and the nightly flag has no effect. Re-run the cleanup after the full repo copy or avoid copying the pinned files when building nightlies.

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orionr · 2025-12-11T21:58:56Z

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https://github.com/vllm-project/vllm/blob/3418f6d59c06b6947d2a282707a8ad284b0e8d3f/docker/Dockerfile#L276-L278
Restore build.txt copy before wheel deps install

The wheel build stage now runs uv pip install ... -r requirements/build.txt, but this stage never copies that file anymore (base only brings in requirements/common.txt and requirements/cuda.txt, and no COPY precedes this RUN). As a result, docker build will hit a "requirements/build.txt: no such file or directory" failure when building the build stage, preventing image creation.

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orionr · 2025-12-11T22:10:25Z

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mergify · 2025-12-15T23:05:01Z

Hi @orionr, the pre-commit checks have failed. Please run:

uv pip install pre-commit
pre-commit install
pre-commit run --all-files

Then, commit the changes and push to your branch.

For future commits, pre-commit will run automatically on changed files before each commit.

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# For mypy (substitute "3.10" with the failing version if needed)
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mergify · 2025-12-16T02:58:49Z

This pull request has merge conflicts that must be resolved before it can be
merged. Please rebase the PR, @orionr.

https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/working-with-forks/syncing-a-fork

mergify · 2025-12-20T16:30:01Z

Hi @orionr, the pre-commit checks have failed. Please run:

uv pip install pre-commit
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pre-commit run --all-files

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For future commits, pre-commit will run automatically on changed files before each commit.

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# For mypy (substitute "3.10" with the failing version if needed)
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orionr · 2026-01-06T17:54:39Z

Code changes should be ready for review after the final Buildkite test runs. And now done.

atalman

lgtm

amrmahdi · 2026-01-07T01:51:55Z

@orionr What is the main motivation for this change? I'm worried it will impact the cache invalidation negatively. For starters, can you add a dummy commit and see how long your rebuild takes and how it affects the cache hits?

orionr · 2026-01-07T17:13:03Z

@orionr What is the main motivation for this change? I'm worried it will impact the cache invalidation negatively. For starters, can you add a dummy commit and see how long your rebuild takes and how it affects the cache hits?

@amrmahdi if you look at https://github.com/vllm-project/vllm/blob/main/docker/Dockerfile.nightly_torch it has diverged heavily from the core Dockerfile and no longer functional - it's challenging to keep them in sync and provide the benefits added to the core Dockerfile. Generally, I think having these be hardware-specific (Nvidia, AMD, CPU, etc) makes sense, but splitting on library version less so. Also, this sets the foundation to simplify cross-repo releases between PyTorch and vLLM, where there is even more usage of torch.compile and other bits for performance.

I have the same concerns around the caching, which is why I tagged you here and on the other PR. Let me start a chat with you about concerns here as well as on the ci-infra PR.

Edit: Kicked off a rebuild check at https://buildkite.com/vllm/ci/builds/45958/steps/canvas?sid=019b998b-6054-43ef-bab5-59e97e07fd6c. The previous build times on https://buildkite.com/vllm/ci/builds/45736/steps/canvas?sid=019b9459-4390-4709-bc4b-6f75c375c41a were build image (2h 37m) and build image torch nightly (4h 24m) so let's see.

Edit 2: Rebuild times show build image (24m 15s) and build image torch nightly (did a C++/CUDA rebuild, still going at 30+ minutes). Let's focus on build image, since we can optimize build image torch nightly later. This is good, but not down to the ~12-16 minutes that I think you were seeing @amrmahdi with your work? Did we regress something here?

Edit 3: With addition of just a txt file we are at build image (11m 47s) which is much better

mergify · 2026-01-07T21:08:37Z

Hi @orionr, the pre-commit checks have failed. Please run:

uv pip install pre-commit
pre-commit install
pre-commit run --all-files

Then, commit the changes and push to your branch.

For future commits, pre-commit will run automatically on changed files before each commit.

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Is mypy or markdownlint failing?

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khluu · 2026-01-14T23:44:12Z

cc @Harry-Chen

orionr · 2026-01-15T00:45:38Z

Heads up that we'd like to land this after I do some final rebuild and cache testing, which should be done by tomorrow. @amrmahdi and I had a good chat today and I'll also add some notes here about directions for standardization and improvements in the future.

Signed-off-by: Orion Reblitz-Richardson <orionr@meta.com>

orionr · 2026-01-15T18:40:49Z

After rebasing the build image took 21m and build image torch nightly took 7h 35m - both as expected and the same as before a rebase.

Ultimately, the torch nightly build succeeded at https://buildkite.com/vllm/ci/builds/47099/steps/canvas?sid=019bbeab-8c6c-4773-9271-bf77f9e02737 and three downstream tests had failures, which we'll fix separately. Much better than the build failing.

Also, I confirmed that the rebuild image, with a simple text file addition, took ~8m at https://buildkite.com/vllm/ci/builds/47229/steps/canvas?sid=019bc28f-ef90-49e4-a9d4-75467706a434. FYI to @amrmahdi @atalman .

With all of that, we're good to go! After we land this PR, here are some thoughts on next steps:

[WIP][CI][build] Move torch deps into requirements/torch.txt and torchlib.txt #32721 : We should explore moving all torch dep requirements into requirements/torch.txt (torch==...) and requirements/torchlibs.txt (torchaudio==..., torchtext==...) and cpu.txt, xpu.txt, test.in, etc would all -r that file. If we do that the use_existing_torch.py file would just need to clear or override that file to make sure we are referencing nightlies (update to torch_lib_versions.txt) or using the existing torch (make it a blank file). I might try and put up a separate PR around this with my ideas.
There would still be some pip install flags adjusted for torch nightly vs release (--pre, --index-url vs --extra-index-url) but we could maybe get rid of the if [ "${PYTORCH_NIGHTLY}" = "1" ]; then in most cases and especially outside of the two base images. This would be good! I don't think we would need to use --constraint if the requirements/ are updated correctly, but we should check.
We should look at caching torch nightly builds same as standard builds, but be careful about cache location and collisions with the torch release builds.

Signed-off-by: Orion Reblitz-Richardson <orionr@meta.com>

mergify · 2026-01-21T10:12:14Z

Hi @orionr, the pre-commit checks have failed. Please run:

uv pip install pre-commit
pre-commit install
pre-commit run --all-files

Then, commit the changes and push to your branch.

For future commits, pre-commit will run automatically on changed files before each commit.

Tip

Is mypy or markdownlint failing?

mypy and markdownlint are run differently in CI. If the failure is related to either of these checks, please use the following commands to run them locally:

# For mypy (substitute "3.10" with the failing version if needed)
pre-commit run --hook-stage manual mypy-3.10
# For markdownlint
pre-commit run --hook-stage manual markdownlint

orionr · 2026-01-21T19:03:51Z

@khluu I just ran pre-commit run --all-files and everything passed locally with no file changes. Seems like the CI error (not seen locally) is

diff --git a/docs/assets/contributing/dockerfile-stages-dependency.png b/docs/assets/contributing/dockerfile-stages-dependency.png
index c8839eb..9ac394d 100644
Binary files a/docs/assets/contributing/dockerfile-stages-dependency.png and b/docs/assets/contributing/dockerfile-stages-dependency.png differ
Error: Process completed with exit code 1.

Running from a different location (MacBook Pro in this case) seems to work.

mergify · 2026-01-22T18:52:05Z

Documentation preview: https://vllm--30443.org.readthedocs.build/en/30443/

Signed-off-by: Orion Reblitz-Richardson <orionr@gmail.com>

…h tests (vllm-project#30443) Signed-off-by: Orion Reblitz-Richardson <orionr@meta.com> Signed-off-by: Orion Reblitz-Richardson <orionr@gmail.com> Co-authored-by: Kevin H. Luu <khluu000@gmail.com> Signed-off-by: 陈建华 <1647430658@qq.com>

…h tests (vllm-project#30443) Signed-off-by: Orion Reblitz-Richardson <orionr@meta.com> Signed-off-by: Orion Reblitz-Richardson <orionr@gmail.com> Co-authored-by: Kevin H. Luu <khluu000@gmail.com>

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orionr changed the title ~~[PT nightlies] Remove nightly_torch Docker image and use standard~~ [WIP][PT nightlies] Remove nightly_torch Docker image and use standard Dec 11, 2025

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orionr force-pushed the orionr/pt-nightlies branch from cc6a0ed to 1ce9ed5 Compare December 20, 2025 16:25

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orionr changed the title ~~[WIP][PT nightlies] Remove nightly_torch Docker image and use standard~~ [PT nightlies] Remove nightly_torch Docker image and use standard Dec 20, 2025

orionr force-pushed the orionr/pt-nightlies branch from 1ce9ed5 to 7e9de52 Compare January 6, 2026 17:18

orionr changed the title ~~[PT nightlies] Remove nightly_torch Docker image and use standard~~ [PT nightlies] Use main Dockerfile with flags for nightly torch tests Jan 6, 2026

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[torch nightlies] Use main Dockerfile with flags for nightly torch tests vllm-project/ci-infra#244

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[CI] Remove torch nightly checks #31934

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[CI] Remove unused docker/Dockerfile.nightly_torch‎ #32426

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[CI/Build] Fix ffmpeg CVEs #32205

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[WIP][CI][build] Move torch deps into requirements/torch.txt and torchlib.txt #32721

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[Bug] [CI, Build, and Release] Lost vllm against PyTorch nightly signal since Jan 28, 2026 #33603

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