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[None][doc] Add scaffolding tech blog to cover by WeiHaocheng · Pull Request #8021 · NVIDIA/TensorRT-LLM · GitHub
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@WeiHaocheng WeiHaocheng commented Sep 26, 2025

Summary by CodeRabbit

  • Documentation
    • Updated the Tech Blogs section with a new 09/26 entry: “Inference Time Compute Implementation in TensorRT LLM,” including its direct link.
    • Added a visual marker (emoji/link line) to highlight the new blog item for quicker discovery.
    • Enhances readability and keeps the README current, making it easier for users to find and access the latest article from the project’s main page.

Description

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PR Checklist

Please review the following before submitting your PR:

  • PR description clearly explains what and why. If using CodeRabbit's summary, please make sure it makes sense.

  • PR Follows TRT-LLM CODING GUIDELINES to the best of your knowledge.

  • Test cases are provided for new code paths (see test instructions)

  • Any new dependencies have been scanned for license and vulnerabilities

  • CODEOWNERS updated if ownership changes

  • Documentation updated as needed

  • The reviewers assigned automatically/manually are appropriate for the PR.

  • Please check this after reviewing the above items as appropriate for this PR.

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Signed-off-by: Fred Wei <20514172+WeiHaocheng@users.noreply.github.com>
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/bot skip -m "doc skip ci"

@WeiHaocheng WeiHaocheng enabled auto-merge (squash) September 26, 2025 08:21
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--stage-list "A10-PyTorch-1, xxx" (OPTIONAL) : Only run the specified test stages. Examples: "A10-PyTorch-1, xxx". Note: Does NOT update GitHub check status.

--gpu-type "A30, H100_PCIe" (OPTIONAL) : Only run the test stages on the specified GPU types. Examples: "A30, H100_PCIe". Note: Does NOT update GitHub check status.

--test-backend "pytorch, cpp" (OPTIONAL) : Skip test stages which don't match the specified backends. Only support [pytorch, cpp, tensorrt, triton]. Examples: "pytorch, cpp" (does not run test stages with tensorrt or triton backend). Note: Does NOT update GitHub pipeline status.

--only-multi-gpu-test (OPTIONAL) : Only run the multi-GPU tests. Note: Does NOT update GitHub check status.

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--add-multi-gpu-test (OPTIONAL) : Force run the multi-GPU tests in addition to running L0 pre-merge pipeline.

--post-merge (OPTIONAL) : Run the L0 post-merge pipeline instead of the ordinary L0 pre-merge pipeline.

--extra-stage "H100_PCIe-TensorRT-Post-Merge-1, xxx" (OPTIONAL) : Run the ordinary L0 pre-merge pipeline and specified test stages. Examples: --extra-stage "H100_PCIe-TensorRT-Post-Merge-1, xxx".

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coderabbitai bot commented Sep 26, 2025

📝 Walkthrough

Walkthrough

Updated README Tech Blogs section by adding a 09/26 entry titled "Inference Time Compute Implementation in TensorRT LLM" with its link and an accompanying emoji/link line. No code or API changes.

Changes

Cohort / File(s) Summary
Docs
README.md
Added a new Tech Blogs entry for 09/26: "Inference Time Compute Implementation in TensorRT LLM" with hyperlink, plus an emoji/link line for the item.

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~2 minutes

Pre-merge checks and finishing touches

❌ Failed checks (1 warning)
Check name Status Explanation Resolution
Description Check ⚠️ Warning The pull request description consists solely of the unmodified template and placeholder comments without a proper title, no Explanation section content, and no Test Coverage information. The required PR title following the repository’s ticket/type template is missing, and the description sections have not been populated with any details about the change. Because the template fields remain empty, the description does not meet the repository’s standards for clarity or completeness. Please replace the placeholder template with a concrete PR title that follows the “[ticket][type] Summary” format, fill in the Description section with a concise explanation of what was changed and why, populate the Test Coverage section with relevant test details or note if none are needed, and ensure the PR Checklist items reflect the actual status of the submission.
✅ Passed checks (2 passed)
Check name Status Explanation
Title Check ✅ Passed The title uses the required ticket and type prefixes and clearly indicates the addition of scaffolding for a tech blog entry, which aligns with the primary change to the README. While the phrasing “to cover” is slightly nonstandard, it still references the key scaffolding update being introduced.
Docstring Coverage ✅ Passed No functions found in the changes. Docstring coverage check skipped.
✨ Finishing touches
  • 📝 Generate Docstrings
🧪 Generate unit tests
  • Create PR with unit tests
  • Post copyable unit tests in a comment

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Actionable comments posted: 1

📜 Review details

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between ba6ab62 and 222d869.

📒 Files selected for processing (1)
  • README.md (1 hunks)
🧰 Additional context used
🪛 markdownlint-cli2 (0.18.1)
README.md

22-22: Link text should be descriptive

(MD059, descriptive-link-text)

⏰ Context from checks skipped due to timeout of 90000ms. You can increase the timeout in your CodeRabbit configuration to a maximum of 15 minutes (900000ms). (1)
  • GitHub Check: Pre-commit Check
🔇 Additional comments (1)
README.md (1)

21-22: Linked markdown file exists: docs/source/blogs/tech_blog/blog13_Inference_Time_Compute_Implementation_in_TensorRT-LLM.md is present in the repo.

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/bot skip --comment "docs change only"

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PR_Github #20076 [ skip ] triggered by Bot

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PR_Github #20076 [ skip ] completed with state SUCCESS
Skipping testing for commit 222d869

@WeiHaocheng WeiHaocheng merged commit 35edad3 into NVIDIA:main Sep 26, 2025
7 of 9 checks passed
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3 participants