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[Quantization] Support w4afp8 mtp#5429

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zhoutianzi666 merged 1 commit into
PaddlePaddle:developfrom
Sunny-bot1:w4afp8_mtp
Dec 8, 2025
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[Quantization] Support w4afp8 mtp#5429
zhoutianzi666 merged 1 commit into
PaddlePaddle:developfrom
Sunny-bot1:w4afp8_mtp

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@Sunny-bot1
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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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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.

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paddle-bot Bot commented Dec 8, 2025

Thanks for your contribution!

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Codecov Report

✅ All modified and coverable lines are covered by tests.
⚠️ Please upload report for BASE (develop@d1bd40d). Learn more about missing BASE report.

Additional details and impacted files
@@            Coverage Diff             @@
##             develop    #5429   +/-   ##
==========================================
  Coverage           ?   59.51%           
==========================================
  Files              ?      327           
  Lines              ?    40647           
  Branches           ?     6171           
==========================================
  Hits               ?    24192           
  Misses             ?    14589           
  Partials           ?     1866           
Flag Coverage Δ
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@zhoutianzi666 zhoutianzi666 merged commit 364197c into PaddlePaddle:develop Dec 8, 2025
13 of 17 checks passed
Sunny-bot1 added a commit to Sunny-bot1/FastDeploy that referenced this pull request Dec 12, 2025
Jiang-Jia-Jun pushed a commit that referenced this pull request Dec 16, 2025
…#5429) (#5535)

* [Quantization] Support w4afp8 MoE dynamic quantization (#5282)

* support dynamic activation quant for w4afp8

* support dynamic w4afp8

* add test

* fix

* fix

---------

Co-authored-by: zhoutianzi666 <17801055074@163.com>

* support w4afp8 mtp (#5429)

* fix ep

---------

Co-authored-by: zhoutianzi666 <17801055074@163.com>
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
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4 participants