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@gongshaotian gongshaotian commented Jan 7, 2026

Motivation

  1. Preformance: Support Async put the routing indices of one query when the self-regression has ended.
  2. Accuracy CI: Add Accuracy CI for the EB45 and GLM45 Air Models.
  3. Compatibility: Support the implementation of R3 + MTP. Don't record the routing indices generated by the Moe layer of draft model.
  4. Add p2pstore to requirements.txt.

TODO:

  • Support R3 + Prefix Cache
  • Support full async put

Model Support List:

  • EB45
  • EB5
  • GLM
  • EB45 vl

Modifications

  • Improve RoutingReplayManager Preformance

Usage or Command

Pass

Accuracy Tests

  • CI Case:
    • Add Accuracy CI for EB45 Lite
    • Modify test case of GLM45 Air
      • Batch Size: 32 -> 1
      • Quantization: fp8 -> bf 16

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 7, 2026

Thanks for your contribution!

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codecov-commenter commented Jan 7, 2026

Codecov Report

❌ Patch coverage is 70.00000% with 6 lines in your changes missing coverage. Please review.
⚠️ Please upload report for BASE (develop@6825903). Learn more about missing BASE report.

Files with missing lines Patch % Lines
...model_executor/layers/moe/routing_indices_cache.py 72.22% 5 Missing ⚠️
fastdeploy/model_executor/layers/moe/moe.py 50.00% 0 Missing and 1 partial ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             develop    #5937   +/-   ##
==========================================
  Coverage           ?   66.91%           
==========================================
  Files              ?      348           
  Lines              ?    44662           
  Branches           ?     6867           
==========================================
  Hits               ?    29884           
  Misses             ?    12584           
  Partials           ?     2194           
Flag Coverage Δ
GPU 66.91% <70.00%> (?)

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@gongshaotian gongshaotian changed the title [RL] Support Async R3 And Add R3 test [RL][CI] Support Async R3 And Add R3 Accuracy Test Jan 8, 2026
@gongshaotian gongshaotian changed the title [RL][CI] Support Async R3 And Add R3 Accuracy Test [RL][CI] Support Async R3 And Add Accuracy Test Jan 8, 2026
yuanlehome
yuanlehome previously approved these changes Jan 8, 2026
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3 participants