THUDM / THUDM/slime

[Question] Any plans to support pipeline RL to avoid ramp down time during weight update in sglang servers

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Description

Your Question

I am running slime for qwen3.5 397B model and the weight transfer is taking too long. I tried to profile the delay and it seems i am taking a lot of time in ramp down of requests in SGLang servers. Is it possible to avoid this ramp down during weight transfer similar to what has been done in pipeline RL paper: https://arxiv.org/pdf/2509.19128 for vllm. Let me know if its already supported or if there is an open PR to add this functionality.

What I've Tried

I have tried looking at documentation and FAQ but could not find the implementation or a direct way to use it in slime.

Environment (if relevant)
  • slime version: v0.2.4
Additional Context

No response

Pre-submission Checklist

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start with the slime documentation and FAQ, then trace how SGLang servers ramp down requests during weight transfer in version 0.2.4. Compare that behavior with the pipeline RL paper and determine whether an existing configuration or implementation supports avoiding ramp down; done means documenting the answer or defining the required support clearly.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
distributed-systems, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Quiet
Clarity
Needs clarification
Newbie friendliness
30/100

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