[Feature]: [AutoDeploy] Enable ADP for larger batch sizes
Open
@taylor-yb-lee is already working on this.
Since Apr 6, 2026.
AutoDeploy
feature request
- Dominant language
- Python
- Stars
- 14.7k
- Forks
- 2.8k
- Avg merge
- 2d 23h
- Merged PRs (30d)
- 489
Description
🚀 The feature, motivation and pitch
Enable ADP for larger batch sizes in AutoDeploy is not performant as expected.
Applying it to DeepSeek R1, the performance gets worse significantly.
For pytorch backend, it was performing good.
To investigate whehter there is an side effect which causes ADP perf drop in AutoDeploy
Alternatives
No response
Additional context
No response
Before submitting a new issue...
- Make sure you already searched for relevant issues, and checked the documentation and examples for answers to frequently asked questions.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Assessment
This issue has not been assessed yet.