RHAIENG-1959: Pin version on compressed-tensors=0.12.2 to be compatible with llmcompressor=0.8.1

[atheo89]

Related to: https://issues.redhat.com/browse/RHAIENG-1959

Description

Pin version on compressed-tensors=0.12.2 to be compatible with llmcompressor=0.8.1

How Has This Been Tested?

konflux-build image: quay.io/opendatahub/odh-workbench-jupyter-pytorch-llmcompressor-cuda-py312-ubi9:on-pr-8e0fd264b335c216951257415ad6cfc3430ba6cb-linux-x86-64

Self checklist (all need to be checked):

• Ensure that you have run make test (gmake on macOS) before asking for review
• Changes to everything except Dockerfile.konflux files should be done in odh/notebooks and automatically synced to rhds/notebooks. For Konflux-specific changes, modify Dockerfile.konflux files directly in rhds/notebooks as these require special attention in the downstream repository and flow to the upcoming RHOAI release.

Merge criteria:

• The commits are squashed in a cohesive manner and have meaningful messages.
• Testing instructions have been added in the PR body (for PRs involving changes that are not immediately obvious).
• The developer has manually tested the changes and verified that the changes work

Summary by CodeRabbit

• Chores
  • Updated core Python dependencies to newer, more reproducible versions.
  • Upgraded compressed-tensors to 0.12.2 and pinned it as an explicit dependency.
  • Removed an unused frozendict dependency.
  • Updated many scientific and data libraries (e.g., scipy, pandas, pyyaml, scikit-learn) to newer releases.

_{✏️ Tip: You can customize this high-level summary in your review settings.}

[coderabbitai]

Walkthrough

Updates compressed-tensors from 0.11.0 to 0.12.2 across project files, adds explicit dependency pins, removes override constraints, removes the frozendict entry in a runtime lock, and upgrades numerous runtime dependencies with updated URLs/hashes and an added --index-url comment parameter.

Changes

Cohort / File(s)	Change Summary
Jupyter PyTorch+LLMCompressor config jupyter/pytorch+llmcompressor/ubi9-python-3.12/pylock.toml, jupyter/pytorch+llmcompressor/ubi9-python-3.12/pyproject.toml	Replaces compressed-tensors 0.11.0 metadata with 0.12.2 metadata (version, sdist/wheel URLs, hashes). Adds explicit dependency compressed-tensors==0.12.2 to pyproject.toml and removes the prior override pin.
Runtimes PyTorch+LLMCompressor lock runtimes/pytorch+llmcompressor/ubi9-python-3.12/pylock.toml	Adds --index-url=https://pypi.org/simple to autogenerated comment. Updates compressed-tensors to 0.12.2 (sdist/wheel URLs and hashes). Removes frozendict entry. Upgrades many packages (e.g., scipy, pandas, pyyaml, torch, transformers, scikit-learn, frozenlist) with new versions, source URLs, and hashes.
Runtimes PyTorch+LLMCompressor project config runtimes/pytorch+llmcompressor/ubi9-python-3.12/pyproject.toml	Adds/pins compressed-tensors==0.12.2 in dependencies and removes the previous override-dependencies block that pinned compressed-tensors.

Estimated code review effort

🎯 4 (Complex) | ⏱️ ~45 minutes

• Inspect runtimes/.../pylock.toml for correctness of many updated URLs/hashes and ensure no accidental truncation or formatting errors.
• Verify that removing frozendict does not break dependency resolution or runtime imports.
• Confirm compressed-tensors==0.12.2 compatibility with the pinned torch/transformers versions in both jupyter and runtime configs.

Pre-merge checks and finishing touches

✅ Passed checks (3 passed)

Check name	Status	Explanation
Title check	✅ Passed	The title clearly and specifically describes the main change: pinning compressed-tensors to version 0.12.2 for compatibility with llmcompressor 0.8.1, which aligns with the actual changes in pylock.toml and pyproject.toml files.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Description check	✅ Passed	PR description includes the required sections with adequate detail about the purpose (pinning compressed-tensors to 0.12.2), testing information (konflux-build image provided), and all self-checklist items marked complete.

✨ Finishing touches

• 📝 Generate docstrings

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Post copyable unit tests in a comment

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[openshift-ci]

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: jiridanek

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[openshift-ci]

New changes are detected. LGTM label has been removed.

[openshift-ci]

@atheo89: The following test failed, say /retest to rerun all failed tests or /retest-required to rerun all mandatory failed tests:

Test name	Commit	Details	Required	Rerun command
ci/prow/images	677fecf	link	true	/test images

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