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[RL] Support GLM MTP RL Model#6223

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yuanlehome merged 5 commits into
PaddlePaddle:developfrom
Deleter-D:dev_glm_rl
Jan 28, 2026
Merged

[RL] Support GLM MTP RL Model#6223
yuanlehome merged 5 commits into
PaddlePaddle:developfrom
Deleter-D:dev_glm_rl

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Motivation

💡 If this PR is a Cherry Pick, the PR title needs to follow the format by adding the [Cherry-Pick] label at the very beginning and appending the original PR ID at the end. For example, [Cherry-Pick][CI] Add check trigger and logic(#5191)

💡 如若此PR是Cherry Pick,PR标题需遵循格式,在最开始加上[Cherry-Pick]标签,以及最后面加上原PR ID,例如[Cherry-Pick][CI] Add check trigger and logic(#5191)
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Accuracy Tests

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Checklist

  • Add at least a tag in the PR title.
    • Tag list: [[FDConfig],[APIServer],[Engine], [Scheduler], [PD Disaggregation], [Executor], [Graph Optimization], [Speculative Decoding], [RL], [Models], [Quantization], [Loader], [OP], [KVCache], [DataProcessor], [BugFix], [Docs], [CI], [Optimization], [Feature], [Benchmark], [Others], [XPU], [HPU], [GCU], [DCU], [Iluvatar], [Metax]]
    • You can add new tags based on the PR content, but the semantics must be clear.
  • Format your code, run pre-commit before commit.
  • Add unit tests. Please write the reason in this PR if no unit tests.
  • Provide accuracy results.
  • If the current PR is submitting to the release branch, make sure the PR has been submitted to the develop branch, then cherry-pick it to the release branch with the [Cherry-Pick] PR tag.

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paddle-bot Bot commented Jan 26, 2026

Thanks for your contribution!

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codecov-commenter commented Jan 26, 2026

Codecov Report

❌ Patch coverage is 16.66667% with 55 lines in your changes missing coverage. Please review.
⚠️ Please upload report for BASE (develop@08c4115). Learn more about missing BASE report.

Files with missing lines Patch % Lines
fastdeploy/rl/rollout_model.py 17.74% 50 Missing and 1 partial ⚠️
fastdeploy/model_executor/models/glm4_mtp.py 0.00% 4 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             develop    #6223   +/-   ##
==========================================
  Coverage           ?   66.89%           
==========================================
  Files              ?      384           
  Lines              ?    50806           
  Branches           ?     7931           
==========================================
  Hits               ?    33989           
  Misses             ?    14336           
  Partials           ?     2481           
Flag Coverage Δ
GPU 66.89% <16.66%> (?)

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yuanlehome pushed a commit that referenced this pull request Jan 28, 2026
* support glm mtp rl model

* update baseline
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@EmmonsCurse EmmonsCurse left a comment

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test_fusedmoe_ep_entry.py 偶发退出码 250 的情况,考虑到当前 GLM MTP RL Model 支持的需求优先级较高,如果决定合入,建议同步关注合入后的 CI 情况;一旦该问题对主流程产生影响,将优先跟进排查,并视情况及时修复或回滚相关改动。

@yuanlehome yuanlehome merged commit af6c84d into PaddlePaddle:develop Jan 28, 2026
39 of 46 checks passed
Deleter-D added a commit that referenced this pull request Feb 2, 2026
Deleter-D added a commit that referenced this pull request Feb 2, 2026
EmmonsCurse pushed a commit that referenced this pull request Feb 2, 2026
EmmonsCurse pushed a commit that referenced this pull request Feb 2, 2026
kesmeey pushed a commit to kesmeey/FastDeploy that referenced this pull request Feb 22, 2026
* support glm mtp rl model

* fix

* fix

* fix ut

* update baseline
kesmeey pushed a commit to kesmeey/FastDeploy that referenced this pull request Feb 22, 2026
chang-wenbin pushed a commit to chang-wenbin/FastDeploy that referenced this pull request Mar 2, 2026
* support glm mtp rl model

* fix

* fix

* fix ut

* update baseline
chang-wenbin pushed a commit to chang-wenbin/FastDeploy that referenced this pull request Mar 2, 2026
xiaoguoguo626807 pushed a commit to xiaoguoguo626807/FastDeploy that referenced this pull request May 7, 2026
* support glm mtp rl model

* fix

* fix

* fix ut

* update baseline
xiaoguoguo626807 pushed a commit to xiaoguoguo626807/FastDeploy that referenced this pull request May 7, 2026
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4 participants