Make sharding_first by default

[sneaxiy]

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

Others

PR changes

Others

Description

Make sharding_first by default. Cherry-pick PaddlePaddle/PaddleNLP#11059.

[paddle-bot]

Thanks for your contribution!

[codecov-commenter]

Codecov Report

✅ All modified and coverable lines are covered by tests.
⚠️ Please upload report for BASE (develop@38c47d4). Learn more about missing BASE report.

Additional details and impacted files

@@            Coverage Diff             @@
##             develop    #2822   +/-   ##
==========================================
  Coverage           ?   28.80%           
==========================================
  Files              ?      335           
  Lines              ?    56425           
  Branches           ?        0           
==========================================
  Hits               ?    16251           
  Misses             ?    40174           
  Partials           ?        0           

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[lugimzzz]

LGTM