【PaddleNLP No. 5】updates the In-Batch Negative Recall model to support the PIR

[hanlintang]

PR types

Function optimization

PR changes

Models

Description

This PR updates the In-Batch Negative Recall model to support the PIR mechanism.

1. Modified slm/applications/neural_search/recall/in_batch_negative/README.md to fix commands that could not be executed.
2. Added slm/applications/neural_search/recall/in_batch_negative/scripts/train.sh to provide a runnable training script.
3. Updated slm/applications/neural_search/recall/in_batch_negative/deploy/python/predict.py to adapt to the PIR mechanism.
4. Modified slm/applications/neural_search/recall/in_batch_negative/deploy/python/deploy.sh so that it can be executed from the slm/applications/neural_search/recall/in_batch_negative/ directory, ensuring consistency with other pipelines.

其他问题：

1. 自Paddle Serving 部署一节开始，export_to_serving.py调用的import paddle_serving_client.io as serving_io与3.0.0版本paddlepaddle不兼容，报错如下：

aistudio@jupyter-227232-8957468:~/PaddleNLP/slm/applications/neural_search/recall/in_batch_negative$ sh scripts/export_to_serving.sh 
Traceback (most recent call last):
  File "export_to_serving.py", line 17, in <module>
    import paddle_serving_client.io as serving_io
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle_serving_client/io/__init__.py", line 16, in <module>
    from paddle.fluid import Executor
ModuleNotFoundError: No module named 'paddle.fluid'

无法实现静态模型向Serving格式转换及之后的服务部署。

issue: #9763

[paddle-bot]

Thanks for your contribution!

[DrownFish19]

Paddle修改导致PaddleNLP历史写法失效，现在已经修改。等待#10364 合入develop分支后拉取最新分支。

[DrownFish19]

LGTM

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 49.28%. Comparing base (e67789d) to head (cff7c56).
Report is 3 commits behind head on develop.

❌ Your project status has failed because the head coverage (49.28%) 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   #10352      +/-   ##
===========================================
- Coverage    49.28%   49.28%   -0.01%     
===========================================
  Files          760      760              
  Lines       124968   124968              
===========================================
- Hits         61595    61594       -1     
- Misses       63373    63374       +1     

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