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@suyoggupta suyoggupta commented Aug 21, 2025

as titled

Summary by CodeRabbit

  • Documentation
    • Updated the AutoDeploy link in Useful Links to point to the official NVIDIA documentation (replacing the previous local repo path).
    • Anchor text and description remain unchanged.
    • No other README sections were modified; no functional changes to the product.

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coderabbitai bot commented Aug 21, 2025

📝 Walkthrough

Walkthrough

Updated the AutoDeploy link in README.md’s Useful Links section from a local repository path to an external NVIDIA documentation URL; anchor text and description remain unchanged. No other content or exported/public declarations were modified.

Changes

Cohort / File(s) Change Summary
Docs
README.md
Updated AutoDeploy link target from a local repo path to an external NVIDIA docs URL; anchor text and description unchanged.

Sequence Diagram(s)

(omitted — changes are documentation-only and do not affect runtime control flow)

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~2 minutes

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Documentation

Suggested reviewers

  • nv-guomingz
  • QiJune
  • chzblych

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Actionable comments posted: 0

🧹 Nitpick comments (2)
README.md (2)

256-256: Fix markdownlint MD004: use asterisks for list bullets.

The linter expects * list markers; this line uses -. Update the bullet to keep CI clean and stay consistent with the repo’s markdown style.

Apply within this PR (minimal change):

- - [AutoDeploy](https://nvidia.github.io/TensorRT-LLM/torch/auto_deploy/auto-deploy.html): A prototype backend for TensorRT-LLM to simplify and accelerate the deployment of PyTorch models.
+ * [AutoDeploy](https://nvidia.github.io/TensorRT-LLM/torch/auto_deploy/auto-deploy.html): A prototype backend for TensorRT-LLM to simplify and accelerate the deployment of PyTorch models.

Optional follow-up for consistency: convert the entire “Useful Links” block (Lines 254–257) to * bullets as well.


256-256: Optional: add automated link checking to CI to prevent future rot.

Consider a lightweight GitHub Action using lychee to catch broken/stale links in Markdown on every PR.

Example workflow snippet (save as .github/workflows/link-check.yml):

name: Link Check
on:
  pull_request:
    paths:
      - '**/*.md'
jobs:
  lychee:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: lycheeverse/lychee-action@v1
        with:
          args: --no-progress --max-concurrency 4 --accept 200,204 --exclude-mail ./README.md
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
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📥 Commits

Reviewing files that changed from the base of the PR and between 344bc45 and af2889f.

📒 Files selected for processing (1)
  • README.md (1 hunks)
🧰 Additional context used
🪛 markdownlint-cli2 (0.17.2)
README.md

256-256: Unordered list style
Expected: asterisk; Actual: dash

(MD004, ul-style)

🔇 Additional comments (2)
README.md (2)

256-256: LGTM: Switched AutoDeploy link to canonical docs.

Good call moving from a repo-local path to the published documentation URL to reduce future staleness.


256-256: AutoDeploy link verification passed

  • The URL https://nvidia.github.io/TensorRT-LLM/torch/auto_deploy/auto-deploy.html returns HTTP 200 with no redirects.
  • No further updates are required for this link.

@github-project-automation github-project-automation bot moved this from Backlog to In review in AutoDeploy Board Aug 21, 2025
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Actionable comments posted: 0

🧹 Nitpick comments (1)
README.md (1)

254-258: Fix markdownlint MD004 (unordered list style) in Useful Links

markdownlint flags the list marker style here (expects asterisks, found dashes). Aligning with the repo’s lint rule will keep CI/lint quiet and make the section consistent with other lists above.

Apply this diff to switch the markers:

- - [Quantized models on Hugging Face](https://huggingface.co/collections/nvidia/model-optimizer-66aa84f7966b3150262481a4): A growing collection of quantized (e.g., FP8, FP4) and optimized LLMs, including [DeepSeek FP4](https://huggingface.co/nvidia/DeepSeek-R1-FP4), ready for fast inference with TensorRT-LLM.
- - [NVIDIA Dynamo](https://github.com/ai-dynamo/dynamo): A datacenter scale distributed inference serving framework that works seamlessly with TensorRT-LLM.
- - [AutoDeploy](https://nvidia.github.io/TensorRT-LLM/torch/auto_deploy/auto-deploy.html): A prototype backend for TensorRT-LLM to simplify and accelerate the deployment of PyTorch models.
- - [WeChat Discussion Group](https://github.com/NVIDIA/TensorRT-LLM/issues/5359): A real-time channel for TensorRT-LLM Q&A and news.
+ * [Quantized models on Hugging Face](https://huggingface.co/collections/nvidia/model-optimizer-66aa84f7966b3150262481a4): A growing collection of quantized (e.g., FP8, FP4) and optimized LLMs, including [DeepSeek FP4](https://huggingface.co/nvidia/DeepSeek-R1-FP4), ready for fast inference with TensorRT-LLM.
+ * [NVIDIA Dynamo](https://github.com/ai-dynamo/dynamo): A datacenter scale distributed inference serving framework that works seamlessly with TensorRT-LLM.
+ * [AutoDeploy](https://nvidia.github.io/TensorRT-LLM/torch/auto_deploy/auto-deploy.html): A prototype backend for TensorRT-LLM to simplify and accelerate the deployment of PyTorch models.
+ * [WeChat Discussion Group](https://github.com/NVIDIA/TensorRT-LLM/issues/5359): A real-time channel for TensorRT-LLM Q&A and news.
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📥 Commits

Reviewing files that changed from the base of the PR and between af2889f and 2371b1d.

📒 Files selected for processing (1)
  • README.md (1 hunks)
🧰 Additional context used
🪛 markdownlint-cli2 (0.17.2)
README.md

256-256: Unordered list style
Expected: asterisk; Actual: dash

(MD004, ul-style)

🔇 Additional comments (2)
README.md (2)

256-256: LGTM: AutoDeploy link now points to published docs

The update from a repo-local path to the docs site improves discoverability and avoids 404s when browsing on GitHub.


256-256: URL Verification Completed

The URL https://nvidia.github.io/TensorRT-LLM/torch/auto_deploy/auto-deploy.html returns HTTP 200 and does not redirect, confirming it’s canonical and stable.

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/bot skip --comment "README change only"

@tensorrt-cicd
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PR_Github #16090 [ skip ] triggered by Bot

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PR_Github #16090 [ skip ] completed with state SUCCESS
Skipping testing for commit e118d2b

@suyoggupta suyoggupta merged commit c5036cb into NVIDIA:main Aug 22, 2025
4 checks passed
@github-project-automation github-project-automation bot moved this from In review to Done in AutoDeploy Board Aug 22, 2025
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