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[None][doc] Update media files path in Skip Softmax blog.#11540

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bobboli merged 1 commit intoNVIDIA:mainfrom
bobboli:skip_softmax_images
Feb 17, 2026
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[None][doc] Update media files path in Skip Softmax blog.#11540
bobboli merged 1 commit intoNVIDIA:mainfrom
bobboli:skip_softmax_images

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@bobboli bobboli commented Feb 17, 2026

Summary by CodeRabbit

  • Documentation
    • Fixed image references in technical blog post to ensure proper display.

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Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
@bobboli bobboli requested a review from a team as a code owner February 17, 2026 02:27
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bobboli commented Feb 17, 2026

/bot run

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coderabbitai bot commented Feb 17, 2026

📝 Walkthrough

Walkthrough

A blog markdown file was updated to replace relative image paths with absolute GitHub raw URLs. The change affects only image source references in documentation, with no modifications to code logic, functionality, or control flow.

Changes

Cohort / File(s) Summary
Documentation - Image Path Updates
docs/source/blogs/tech_blog/blog16_Accelerating_Long_Context_Inference_with_Skip_Softmax_Attention.md
Replaced 5 local/relative image paths with absolute GitHub raw URLs for improved reliability and accessibility of embedded images in the blog post.

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~2 minutes

🚥 Pre-merge checks | ✅ 3 | ❌ 1

❌ Failed checks (1 warning)

Check name Status Explanation Resolution
Description check ⚠️ Warning PR description is incomplete - all critical sections (Description, Test Coverage) are empty with only template placeholders; only the PR Checklist checkbox is marked. Fill in the Description section explaining what media file paths were updated and why; add Test Coverage section clarifying how documentation changes are verified.
✅ Passed checks (3 passed)
Check name Status Explanation
Title check ✅ Passed The title clearly and concisely describes the main change: updating media file paths in the Skip Softmax blog. It follows the repository template format with [None][doc] prefix and is directly related to the changeset.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Merge Conflict Detection ✅ Passed ✅ No merge conflicts detected when merging into main

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🧹 Nitpick comments (2)
docs/source/blogs/tech_blog/blog16_Accelerating_Long_Context_Inference_with_Skip_Softmax_Attention.md (2)

155-164: Consider pinning raw image URLs to a commit SHA.

Same concern here: raw/main is mutable. Pinning to a commit hash avoids future image breaks.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In
`@docs/source/blogs/tech_blog/blog16_Accelerating_Long_Context_Inference_with_Skip_Softmax_Attention.md`
around lines 155 - 164, The image tags in the markdown use mutable raw/main URLs
which can break; update each <img> src (e.g., the URLs containing
tech_blog16_hopper_prefill.png, tech_blog16_hopper_decode.png,
tech_blog16_blackwell_prefill.png, tech_blog16_blackwell_decode.png) to point to
the repository raw URL pinned to a specific commit SHA (replace raw/main with
raw/<commit-SHA> for each image) so the images remain stable.

31-33: Consider pinning raw image URLs to a commit SHA.

Pointing to raw/main can break if files are moved or renamed later. Pinning to a commit hash keeps blog images stable.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In
`@docs/source/blogs/tech_blog/blog16_Accelerating_Long_Context_Inference_with_Skip_Softmax_Attention.md`
around lines 31 - 33, The image src currently points to a mutable raw/main URL
which can break if files move; update the img tag's src attribute (the <img ...
src="..."> line referencing tech_blog16_blasst.jpg) to pin the file to a
specific commit by replacing the raw/main path with raw/<commit-sha> (e.g.,
raw/<commit-hash>) so the blog image URL references a stable commit SHA; commit
the change and verify the image still loads.
🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.

Nitpick comments:
In
`@docs/source/blogs/tech_blog/blog16_Accelerating_Long_Context_Inference_with_Skip_Softmax_Attention.md`:
- Around line 155-164: The image tags in the markdown use mutable raw/main URLs
which can break; update each <img> src (e.g., the URLs containing
tech_blog16_hopper_prefill.png, tech_blog16_hopper_decode.png,
tech_blog16_blackwell_prefill.png, tech_blog16_blackwell_decode.png) to point to
the repository raw URL pinned to a specific commit SHA (replace raw/main with
raw/<commit-SHA> for each image) so the images remain stable.
- Around line 31-33: The image src currently points to a mutable raw/main URL
which can break if files move; update the img tag's src attribute (the <img ...
src="..."> line referencing tech_blog16_blasst.jpg) to pin the file to a
specific commit by replacing the raw/main path with raw/<commit-sha> (e.g.,
raw/<commit-hash>) so the blog image URL references a stable commit SHA; commit
the change and verify the image still loads.

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PR_Github #36065 [ run ] triggered by Bot. Commit: 1326058

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PR_Github #36065 [ run ] completed with state DISABLED
CI server is currently disabled for scheduled maintenance. Estimated completion time: 12 AM PST on 2/17.

@bobboli bobboli enabled auto-merge (squash) February 17, 2026 02:37
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/bot run

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PR_Github #36081 [ run ] triggered by Bot. Commit: 1326058

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PR_Github #36081 [ run ] completed with state SUCCESS. Commit: 1326058
/LLM/main/L0_MergeRequest_PR pipeline #27879 completed with status: 'SUCCESS'

@bobboli bobboli merged commit ab941af into NVIDIA:main Feb 17, 2026
7 of 9 checks passed
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