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[Taskflow]To make sure the start_id meaningful #10547

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[Taskflow]To make sure the start_id meaningful #10547

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Before submitting

  • Lint code. If there are lint issues, please format the code first.
# Install and register `pre-commit` in the project folder
pip install pre-commit && pre-commit install

# Process previous code files separately
pre-commit run --file XXXX.py
  • Add test cases into tests folder. If there are codecov issues, please add tests cases first.

PR types

Bug fixes

PR changes

APIs

Description

When using Taskflow:

uie = Taskflow("information_extraction", schema=schema,task_path='./checkpoint-xxxx/',position_prob=0.1,max_length=2048)`

The model will produce the wrong result:

{'result': ['技术-安全': [{'text': '安全', 'probability': 0.1034098104269674}],...}]}

This text 安全 does not appear in the sentence. And the start_id is less than 0. This PR keep the start_id meaningful.

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paddle-bot bot commented May 7, 2025

Thanks for your contribution!

@yaqiangsun yaqiangsun changed the title To make sure the start_id meaningful [Taskflow]To make sure the start_id meaningful May 7, 2025
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codecov bot commented May 7, 2025 •
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Codecov Report

Attention: Patch coverage is 0% with 3 lines in your changes missing coverage. Please review.

Project coverage is 48.66%. Comparing base (c7d44f2) to head (464e733).
Report is 107 commits behind head on develop.

Files with missing lines Patch % Lines
paddlenlp/taskflow/utils.py 0.00% 3 Missing ⚠️

❌ Your patch check has failed because the patch coverage (0.00%) is below the target coverage (80.00%). You can increase the patch coverage or adjust the target coverage.
❌ Your project check has failed because the head coverage (48.66%) is below the target coverage (58.00%). You can increase the head coverage or adjust the target coverage.

Additional details and impacted files 
@@             Coverage Diff             @@
##           develop   #10547      +/-   ##
===========================================
- Coverage    48.66%   48.66%   -0.01%     
===========================================
  Files          768      768              
  Lines       126955   126956       +1     
===========================================
  Hits         61781    61781              
- Misses       65174    65175       +1

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github-actions bot commented Jul 8, 2025

This Pull Request is stale because it has been open for 60 days with no activity. 当前Pull Request 60天内无活动，被标记为stale。

@github-actions github-actions bot added the stale label Jul 8, 2025
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@yaqiangsun @gongel