Skip to content

AutoQuant for VLM#1381

Draft
meenchen wants to merge 4 commits intomainfrom
weimingc/autoquat_qwen3p6
Draft

AutoQuant for VLM#1381
meenchen wants to merge 4 commits intomainfrom
weimingc/autoquat_qwen3p6

Conversation

@meenchen
Copy link
Copy Markdown
Contributor

@meenchen meenchen commented May 1, 2026

What does this PR do?

Type of change: ?

Usage

# Add a code snippet demonstrating how to use this

Testing

Before your PR is "Ready for review"

Make sure you read and follow Contributor guidelines and your commits are signed (git commit -s -S).

Make sure you read and follow the Security Best Practices (e.g. avoiding hardcoded trust_remote_code=True, torch.load(..., weights_only=False), pickle, etc.).

  • Is this change backward compatible?: ✅ / ❌ / N/A
  • If you copied code from any other sources or added a new PIP dependency, did you follow guidance in CONTRIBUTING.md: ✅ / ❌ / N/A
  • Did you write any new necessary tests?: ✅ / ❌ / N/A
  • Did you update Changelog?: ✅ / ❌ / N/A

Additional Information

Signed-off-by: weimingc <17592131+meenchen@users.noreply.github.com>
@copy-pr-bot
Copy link
Copy Markdown

copy-pr-bot Bot commented May 1, 2026

This pull request requires additional validation before any workflows can run on NVIDIA's runners.

Pull request vetters can view their responsibilities here.

Contributors can view more details about this message here.

@coderabbitai
Copy link
Copy Markdown
Contributor

coderabbitai Bot commented May 1, 2026

Important

Review skipped

Draft detected.

Please check the settings in the CodeRabbit UI or the .coderabbit.yaml file in this repository. To trigger a single review, invoke the @coderabbitai review command.

⚙️ Run configuration

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Enterprise

Run ID: 3c6275ee-0172-4c7d-9a4f-7329ad9707f2

You can disable this status message by setting the reviews.review_status to false in the CodeRabbit configuration file.

Use the checkbox below for a quick retry:

  • 🔍 Trigger review
✨ Finishing Touches
🧪 Generate unit tests (beta)
  • Create PR with unit tests
  • Commit unit tests in branch weimingc/autoquat_qwen3p6

Tip

💬 Introducing Slack Agent: The best way for teams to turn conversations into code.

Slack Agent is built on CodeRabbit's deep understanding of your code, so your team can collaborate across the entire SDLC without losing context.

  • Generate code and open pull requests
  • Plan features and break down work
  • Investigate incidents and troubleshoot customer tickets together
  • Automate recurring tasks and respond to alerts with triggers
  • Summarize progress and report instantly

Built for teams:

  • Shared memory across your entire org—no repeating context
  • Per-thread sandboxes to safely plan and execute work
  • Governance built-in—scoped access, auditability, and budget controls

One agent for your entire SDLC. Right inside Slack.

👉 Get started


Comment @coderabbitai help to get the list of available commands and usage tips.

@meenchen meenchen changed the title audoquantize for VLM AutoQuant for VLM May 1, 2026
@github-actions
Copy link
Copy Markdown
Contributor

github-actions Bot commented May 1, 2026

PR Preview Action v1.8.1

QR code for preview link

🚀 View preview at
https://NVIDIA.github.io/Model-Optimizer/pr-preview/pr-1381/

Built to branch gh-pages at 2026-05-04 21:20 UTC.
Preview will be ready when the GitHub Pages deployment is complete.

@codecov
Copy link
Copy Markdown

codecov Bot commented May 1, 2026

Codecov Report

❌ Patch coverage is 85.64593% with 30 lines in your changes missing coverage. Please review.
✅ Project coverage is 75.53%. Comparing base (077e29a) to head (5de4432).
⚠️ Report is 16 commits behind head on main.

Files with missing lines Patch % Lines
modelopt/torch/export/layer_utils.py 56.81% 19 Missing ⚠️
modelopt/torch/quantization/model_quant.py 89.18% 4 Missing ⚠️
modelopt/torch/export/unified_export_hf.py 0.00% 3 Missing ⚠️
modelopt/torch/export/quant_utils.py 33.33% 2 Missing ⚠️
modelopt/torch/quantization/algorithms.py 98.13% 2 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main    #1381      +/-   ##
==========================================
- Coverage   76.48%   75.53%   -0.96%     
==========================================
  Files         471      471              
  Lines       50487    52236    +1749     
==========================================
+ Hits        38617    39457     +840     
- Misses      11870    12779     +909     
Flag Coverage Δ
unit 52.98% <85.64%> (+0.20%) ⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

🚀 New features to boost your workflow:
  • ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.

@meenchen meenchen force-pushed the weimingc/autoquat_qwen3p6 branch from e37396d to a6aa497 Compare May 4, 2026 21:14
Signed-off-by: weimingc <17592131+meenchen@users.noreply.github.com>
@meenchen meenchen force-pushed the weimingc/autoquat_qwen3p6 branch from a6aa497 to 5de4432 Compare May 4, 2026 21:16
meenchen added 2 commits May 6, 2026 14:40
Signed-off-by: weimingc <17592131+meenchen@users.noreply.github.com>
Signed-off-by: weimingc <17592131+meenchen@users.noreply.github.com>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant