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@lizexu123 lizexu123 commented Dec 4, 2025

Motivation

修复pooling模型多输入精度问题

💡 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)

Modifications

对于纯文多batch推理

model_path=Qwen3-Embedding-0.6B
python -m fastdeploy.entrypoints.openai.api_server \
    --model ${model_path} \
    --max-num-seqs 256 \
    --max-model-len 32768 \
    --port 8070 \
    --engine-worker-queue-port 7562 \
    --metrics-port 7531 \
    --tensor-parallel-size 2 \
    --gpu-memory-utilization 0.9 \
    --runner pooling \
    --convert embed 

Usage or Command

Accuracy Tests

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.

sunlei1024
sunlei1024 previously approved these changes Dec 4, 2025
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codecov-commenter commented Dec 4, 2025

Codecov Report

✅ All modified and coverable lines are covered by tests.
⚠️ Please upload report for BASE (develop@c83dc58). Learn more about missing BASE report.

Additional details and impacted files
@@            Coverage Diff             @@
##             develop    #5374   +/-   ##
==========================================
  Coverage           ?   59.08%           
==========================================
  Files              ?      326           
  Lines              ?    40292           
  Branches           ?     6101           
==========================================
  Hits               ?    23807           
  Misses             ?    14648           
  Partials           ?     1837           
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@paddle-bot
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paddle-bot bot commented Dec 4, 2025

Thanks for your contribution!

@lizexu123 lizexu123 merged commit d497934 into PaddlePaddle:develop Dec 5, 2025
14 of 17 checks passed
sunlei1024 pushed a commit that referenced this pull request Dec 6, 2025
…5374)

* fix multi-inputs

* fix threshold

* fix threshold

* fix
Jiang-Jia-Jun added a commit that referenced this pull request Dec 8, 2025
… tools (#5418)

* feat(fmq): add ZMQ-based FMQ implementation and benchmark tools

* move FMQ_CONFIG_JSON to envs

* fix top_p_candidates (#5400)

Co-authored-by: freeliuzc <lzc842650834@gmail.com>

* [RL] Support Rollout Routing Replay (#5321)

* [RL] Support Rollout Routing Replay

* add routing indices cache

* fix config bug and moe forward bug

* R3 Support GLM

* support eb4.5

* fix merge bug

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* add routing replay ci

* support glm topk

* support orther top_k

* fix ci bug

* pre-commit

* only support chatcmpl

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Yuanle Liu <yuanlehome@163.com>

* [Bug fix] Fix the multi-input accuracy issue in the pooling model. (#5374)

* fix multi-inputs

* fix threshold

* fix threshold

* fix

* [BugFix]remove _execute_empty_input (#5396)

* Revert "[RL] Support Rollout Routing Replay (#5321)" (#5402)

This reverts commit 96d2d48.

* [New][RL] Support Rollout Routing Replay (#5405)

* [RL] Support Rollout Routing Replay

* add routing indices cache

* fix config bug and moe forward bug

* R3 Support GLM

* support eb4.5

* fix merge bug

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* add routing replay ci

* support glm topk

* support orther top_k

* fix ci bug

* pre-commit

* only support chatcmpl

* Revert "Revert "[RL] Support Rollout Routing Replay (#5321)" (#5402)"

This reverts commit c45e064.

* Fix XPU and NPU bug

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Yuanle Liu <yuanlehome@163.com>

* bf16 deepseek (#5379)

* fix deepseek (#5410)

* Update tests/inter_communicator/test_fmq_factory.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update benchmarks/benchmark_fmq.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update fastdeploy/inter_communicator/fmq.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: GoldPancake <56388518+Deleter-D@users.noreply.github.com>
Co-authored-by: freeliuzc <lzc842650834@gmail.com>
Co-authored-by: RAM <gstian5555@outlook.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Yuanle Liu <yuanlehome@163.com>
Co-authored-by: lizexu123 <39205361+lizexu123@users.noreply.github.com>
Co-authored-by: 周周周 <39978853+zhoutianzi666@users.noreply.github.com>
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com>
Co-authored-by: bukejiyu <52310069+bukejiyu@users.noreply.github.com>
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3 participants