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关于Python 3.10在使用百度飞桨 NLP 时import paddlenlp 报错 ModuleNotFoundError: No module named ‘seqeval‘ 的解决办法_userwarning: setuptools is replacing distutils. wa

作者：我家自动化 | 2024-04-07 07:10:53

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userwarning: setuptools is replacing distutils. warnings.warn("setuptools is

版本信息：

Python ：            3.10.9  (原打算用3.11.1版本，后来发现飞桨最高支持到3.10版本)

paddlepaddle：   2.4.1

paddlenlp：         2.4.1 （最新版是2.5.0，由于一直报错，降级到2.4.1）

seqeval：            1.2.2

测试过程：

准备学习一下paddlenlp 于是按照官方的说明进行安装，使用官方提供的代码进行测试，测试代码：

  1.  信息抽取
  2. from pprint import pprint
  3. from paddlenlp import Taskflow 
  4. schema = ['时间', '选手', '赛事名称'] # Define the schema for entity extraction 
  5. ie = Taskflow('information_extraction', schema=schema) 
  6. pprint(ie("2月8日上午北京冬奥会自由式滑雪女子大跳台决赛中中国选手谷爱凌以188.25分获得金牌！"))

如果正常执行，应该会输出下面信息：

  1. [{'时间': [{'end': 6,
  2.           'probability': 0.9857378532924486,
  3.           'start': 0,
  4.           'text': '2月8日上午'}],
  5.   '赛事名称': [{'end': 23,
  6.             'probability': 0.8503089953268272,
  7.             'start': 6,
  8.             'text': '北京冬奥会自由式滑雪女子大跳台决赛'}],
  9.   '选手': [{'end': 31,
  10.           'probability': 0.8981548639781138,
  11.           'start': 28,
  12.           'text': '谷爱凌'}]}]

错误信息：

但是事情并灭有很顺利，直接报错了，错误提示信息如下：

  1. E:\pytodo\venv\lib\site-packages\_distutils_hack\__init__.py:33: UserWarning: Setuptools is replacing distutils.
  2.   warnings.warn("Setuptools is replacing distutils.")
  3. Traceback (most recent call last):
  4.   File "e:\pytodo\test01.py", line 4, in <module>
  5.     from paddlenlp import Taskflow
  6.   File "E:\pytodo\venv\lib\site-packages\paddlenlp\__init__.py", line 30, in <module>
  7.   File "E:\pytodo\venv\lib\site-packages\paddlenlp\metrics\__init__.py", line 16, in <module>
  8.     from .chunk import ChunkEvaluator
  9.   File "E:\pytodo\venv\lib\site-packages\paddlenlp\metrics\chunk.py", line 20, in <module>
  10.     from seqeval.metrics.sequence_labeling import get_entities
  11. ModuleNotFoundError: No module named 'seqeval'

根据提示，重新手动安装“seqeval”库，pip install seqeval ，安装默认最新版本的1.2.2 ，安装过程很顺利，也没有错误，但是再次运行，还是包同样错误。

查了一下原因，根据github的提示，应该是 seqeval 要安装1.2.1 版本的，于是手动进行安装。 

[已解决]ModuleNotFoundError: No module named 'jieba' or 'seqeval' · Issue #2340 · PaddlePaddle/PaddleNLP (github.com)

然而，pip install seqeval ==1.2.1 进行安装，有报错了……

  1. venv) PS E:\pytodo> pip install seqeval==1.2.1
  2. Looking in indexes: https://mirrors.aliyun.com/pypi/simple/, https://pypi.tuna.tsinghua.edu.cn/simple/, https://pypi.douban.com/simple/, https://mirrors.ustc.edu.cn/pypi/
  3. Collecting seqeval==1.2.1
  4.   Using cached https://pypi.doubanio.com/packages/c4/47/f85f522f1f2532ca650474088e4024a9f52d524379bff058eaadf53cb663/seqeval-1.2.1.tar.gz (43 kB)
  5.   Preparing metadata (setup.py) ... done
  6. Collecting numpy==1.19.2
  7.   Using cached https://pypi.doubanio.com/packages/bf/e8/15aea783ea72e2d4e51e3ec365e8dc4a1a32c9e5eb3a6d695b0d58e67cdd/numpy-1.19.2.zip (7.3 MB)
  8.   Installing build dependencies ... done
  9.   Getting requirements to build wheel ... done
  10.   Preparing metadata (pyproject.toml) ... error
  11.   error: subprocess-exited-with-error
  12.  
  13.   × Preparing metadata (pyproject.toml) did not run successfully.
  14.   │ exit code: 1
  15.   ╰─> [257 lines of output]
  16.       Running from numpy source directory.
  17.       setup.py:470: UserWarning: Unrecognized setuptools command, proceeding with generating Cython sources and expanding templates
  18.         run_build = parse_setuppy_commands()
  19.       Processing numpy/random\_bounded_integers.pxd.in
  20.       Processing numpy/random\bit_generator.pyx
  21.       Processing numpy/random\mtrand.pyx
  22.       Processing numpy/random\_bounded_integers.pyx.in
  23.       Processing numpy/random\_common.pyx
  24.       Processing numpy/random\_generator.pyx
  25.       Processing numpy/random\_mt19937.pyx
  26.       Processing numpy/random\_pcg64.pyx
  27.       Processing numpy/random\_philox.pyx
  28.       Processing numpy/random\_sfc64.pyx
  29.       Cythonizing sources
  30.       blas_opt_info:
  31.       blas_mkl_info:
  32.       No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
  33.       customize MSVCCompiler
  34.         libraries mkl_rt not found in ['E:\\pytodo\\venv\\lib', 'C:\\']
  35.         NOT AVAILABLE
  36.  
  37.       blis_info:
  38.         libraries blis not found in ['E:\\pytodo\\venv\\lib', 'C:\\']
  39.         NOT AVAILABLE
  40.  
  41.       openblas_info:
  42.         libraries openblas not found in ['E:\\pytodo\\venv\\lib', 'C:\\']
  43.       get_default_fcompiler: matching types: '['gnu', 'intelv', 'absoft', 'compaqv', 'intelev', 'gnu95', 'g95', 'intelvem', 'intelem', 'flang']'
  44.       customize GnuFCompiler
  45.       Could not locate executable g77
  46.       Could not locate executable f77
  47.       customize IntelVisualFCompiler
  48.       Could not locate executable ifort
  49.       Could not locate executable ifl
  50.       customize AbsoftFCompiler
  51.       Could not locate executable f90
  52.       customize CompaqVisualFCompiler
  53.       Could not locate executable DF
  54.       customize IntelItaniumVisualFCompiler
  55.       Could not locate executable efl
  56.       customize Gnu95FCompiler
  57.       Could not locate executable gfortran
  58.       Could not locate executable f95
  59.       customize G95FCompiler
  60.       Could not locate executable g95
  61.       customize IntelEM64VisualFCompiler
  62.       customize IntelEM64TFCompiler
  63.       Could not locate executable efort
  64.       Could not locate executable efc
  65.       customize PGroupFlangCompiler
  66.       Could not locate executable flang
  67.       don't know how to compile Fortran code on platform 'nt'
  68.         NOT AVAILABLE
  70.       atlas_3_10_blas_threads_info:
  71.       Setting PTATLAS=ATLAS
  72.         libraries tatlas not found in ['E:\\pytodo\\venv\\lib', 'C:\\']
  73.         NOT AVAILABLE
  75.       atlas_3_10_blas_info:
  76.         libraries satlas not found in ['E:\\pytodo\\venv\\lib', 'C:\\']
  77.         NOT AVAILABLE
  79.       atlas_blas_threads_info:
  80.       Setting PTATLAS=ATLAS
  81.         libraries ptf77blas,ptcblas,atlas not found in ['E:\\pytodo\\venv\\lib', 'C:\\']
  82.         NOT AVAILABLE
  84.       atlas_blas_info:
  85.         libraries f77blas,cblas,atlas not found in ['E:\\pytodo\\venv\\lib', 'C:\\']
  86.         NOT AVAILABLE
  88.       accelerate_info:
  89.         NOT AVAILABLE
  91.       C:\Users\admin\AppData\Local\Temp\pip-install-_drm9w48\numpy_e4ace71c56d54bf7af156925b951ce98\numpy\distutils\system_info.py:1914: UserWarning:
  92.           Optimized (vendor) Blas libraries are not found.
  93.           Falls back to netlib Blas library which has worse performance.
  94.           A better performance should be easily gained by switching
  95.           Blas library.
  96.         if self._calc_info(blas):
  97.       blas_info:
  98.         libraries blas not found in ['E:\\pytodo\\venv\\lib', 'C:\\']
  99.         NOT AVAILABLE
  101.       C:\Users\admin\AppData\Local\Temp\pip-install-_drm9w48\numpy_e4ace71c56d54bf7af156925b951ce98\numpy\distutils\system_info.py:1914: UserWarning:
  102.           Blas (http://www.netlib.org/blas/) libraries not found.
  103.           Directories to search for the libraries can be specified in the
  104.           numpy/distutils/site.cfg file (section [blas]) or by setting
  105.           the BLAS environment variable.
  106.         if self._calc_info(blas):
  107.       blas_src_info:
  108.         NOT AVAILABLE
  110.       C:\Users\admin\AppData\Local\Temp\pip-install-_drm9w48\numpy_e4ace71c56d54bf7af156925b951ce98\numpy\distutils\system_info.py:1914: UserWarning:
  111.           Blas (http://www.netlib.org/blas/) sources not found.
  112.           Directories to search for the sources can be specified in the
  113.           numpy/distutils/site.cfg file (section [blas_src]) or by setting
  114.           the BLAS_SRC environment variable.
  115.         if self._calc_info(blas):
  116.         NOT AVAILABLE
  118.       non-existing path in 'numpy\\distutils': 'site.cfg'
  119.       lapack_opt_info:
  120.       lapack_mkl_info:
  121.         libraries mkl_rt not found in ['E:\\pytodo\\venv\\lib', 'C:\\']
  122.         NOT AVAILABLE
  124.       openblas_lapack_info:
  125.         libraries openblas not found in ['E:\\pytodo\\venv\\lib', 'C:\\']
  126.         NOT AVAILABLE
  128.       openblas_clapack_info:
  129.         libraries openblas,lapack not found in ['E:\\pytodo\\venv\\lib', 'C:\\']
  130.         NOT AVAILABLE
  132.       flame_info:
  133.         libraries flame not found in ['E:\\pytodo\\venv\\lib', 'C:\\']
  134.         NOT AVAILABLE
  136.       atlas_3_10_threads_info:
  137.       Setting PTATLAS=ATLAS
  138.         libraries lapack_atlas not found in E:\pytodo\venv\lib
  139.         libraries tatlas,tatlas not found in E:\pytodo\venv\lib
  140.         libraries lapack_atlas not found in C:\
  141.         libraries tatlas,tatlas not found in C:\
  142.       <class 'numpy.distutils.system_info.atlas_3_10_threads_info'>
  143.         NOT AVAILABLE
  145.       atlas_3_10_info:
  146.         libraries lapack_atlas not found in E:\pytodo\venv\lib
  147.         libraries satlas,satlas not found in E:\pytodo\venv\lib
  148.         libraries lapack_atlas not found in C:\
  149.         libraries satlas,satlas not found in C:\
  150.       <class 'numpy.distutils.system_info.atlas_3_10_info'>
  151.         NOT AVAILABLE
  153.       atlas_threads_info:
  154.       Setting PTATLAS=ATLAS
  155.         libraries lapack_atlas not found in E:\pytodo\venv\lib
  156.         libraries ptf77blas,ptcblas,atlas not found in E:\pytodo\venv\lib
  157.         libraries lapack_atlas not found in C:\
  158.         libraries ptf77blas,ptcblas,atlas not found in C:\
  159.       <class 'numpy.distutils.system_info.atlas_threads_info'>
  160.         NOT AVAILABLE
  162.       atlas_info:
  163.         libraries lapack_atlas not found in E:\pytodo\venv\lib
  164.         libraries f77blas,cblas,atlas not found in E:\pytodo\venv\lib
  165.         libraries lapack_atlas not found in C:\
  166.         libraries f77blas,cblas,atlas not found in C:\
  167.       <class 'numpy.distutils.system_info.atlas_info'>
  168.         NOT AVAILABLE
  170.       lapack_info:
  171.         libraries lapack not found in ['E:\\pytodo\\venv\\lib', 'C:\\']
  172.         NOT AVAILABLE
  174.       C:\Users\admin\AppData\Local\Temp\pip-install-_drm9w48\numpy_e4ace71c56d54bf7af156925b951ce98\numpy\distutils\system_info.py:1748: UserWarning:
  175.           Lapack (http://www.netlib.org/lapack/) libraries not found.
  176.           Directories to search for the libraries can be specified in the
  177.           numpy/distutils/site.cfg file (section [lapack]) or by setting
  178.           the LAPACK environment variable.
  179.         return getattr(self, '_calc_info_{}'.format(name))()
  180.       lapack_src_info:
  181.         NOT AVAILABLE
  183.       C:\Users\admin\AppData\Local\Temp\pip-install-_drm9w48\numpy_e4ace71c56d54bf7af156925b951ce98\numpy\distutils\system_info.py:1748: UserWarning:
  184.           Lapack (http://www.netlib.org/lapack/) sources not found.
  185.           Directories to search for the sources can be specified in the
  186.           numpy/distutils/site.cfg file (section [lapack_src]) or by setting
  187.           the LAPACK_SRC environment variable.
  188.         return getattr(self, '_calc_info_{}'.format(name))()
  189.         NOT AVAILABLE
  191.       numpy_linalg_lapack_lite:
  192.         FOUND:
  193.           language = c
  194.           define_macros = [('HAVE_BLAS_ILP64', None), ('BLAS_SYMBOL_SUFFIX', '64_')]
  196.       C:\Users\admin\AppData\Local\Temp\pip-build-env-0uexikep\overlay\Lib\site-packages\setuptools\_distutils\dist.py:275: UserWarning: Unknown distribution option: 'define_macros'
  197.         warnings.warn(msg)
  198.       running dist_info
  199.       running build_src
  200.       build_src
  201.       building py_modules sources
  202.       creating build
  203.       creating build\src.win-amd64-3.10
  204.       creating build\src.win-amd64-3.10\numpy
  205.       creating build\src.win-amd64-3.10\numpy\distutils
  206.       building library "npymath" sources
  207.       Traceback (most recent call last):
  208.         File "E:\pytodo\venv\lib\site-packages\pip\_vendor\pep517\in_process\_in_process.py", line 351, in <module>
  209.           main()
  210.         File "E:\pytodo\venv\lib\site-packages\pip\_vendor\pep517\in_process\_in_process.py", line 333, in main
  211.           json_out['return_val'] = hook(**hook_input['kwargs'])
  212.         File "E:\pytodo\venv\lib\site-packages\pip\_vendor\pep517\in_process\_in_process.py", line 152, in prepare_metadata_for_build_wheel
  213.           return hook(metadata_directory, config_settings)
  214.         File "C:\Users\admin\AppData\Local\Temp\pip-build-env-0uexikep\overlay\Lib\site-packages\setuptools\build_meta.py", line 157, in prepare_metadata_for_build_wheel
  215.           self.run_setup()
  216.         File "C:\Users\admin\AppData\Local\Temp\pip-build-env-0uexikep\overlay\Lib\site-packages\setuptools\build_meta.py", line 248, in run_setup
  217.           super(_BuildMetaLegacyBackend,
  218.         File "C:\Users\admin\AppData\Local\Temp\pip-build-env-0uexikep\overlay\Lib\site-packages\setuptools\build_meta.py", line 142, in run_setup
  219.           exec(compile(code, __file__, 'exec'), locals())
  220.         File "setup.py", line 499, in <module>
  221.           setup_package()
  222.         File "setup.py", line 491, in setup_package
  223.           setup(**metadata)
  224.         File "C:\Users\admin\AppData\Local\Temp\pip-install-_drm9w48\numpy_e4ace71c56d54bf7af156925b951ce98\numpy\distutils\core.py", line 169, in setup
  225.           return old_setup(**new_attr)
  226.         File "C:\Users\admin\AppData\Local\Temp\pip-build-env-0uexikep\overlay\Lib\site-packages\setuptools\__init__.py", line 165, in setup
  227.           return distutils.core.setup(**attrs)
  228.         File "C:\Users\admin\AppData\Local\Temp\pip-build-env-0uexikep\overlay\Lib\site-packages\setuptools\_distutils\core.py", line 148, in setup
  229.           dist.run_commands()
  230.         File "C:\Users\admin\AppData\Local\Temp\pip-build-env-0uexikep\overlay\Lib\site-packages\setuptools\_distutils\dist.py", line 967, in run_commands
  231.           self.run_command(cmd)
  232.         File "C:\Users\admin\AppData\Local\Temp\pip-build-env-0uexikep\overlay\Lib\site-packages\setuptools\_distutils\dist.py", line 986, in run_command
  233.           cmd_obj.run()
  234.         File "C:\Users\admin\AppData\Local\Temp\pip-build-env-0uexikep\overlay\Lib\site-packages\setuptools\command\dist_info.py", line 31, in run
  235.           egg_info.run()
  236.         File "C:\Users\admin\AppData\Local\Temp\pip-install-_drm9w48\numpy_e4ace71c56d54bf7af156925b951ce98\numpy\distutils\command\egg_info.py", line 24, in run
  237.           self.run_command("build_src")
  238.         File "C:\Users\admin\AppData\Local\Temp\pip-build-env-0uexikep\overlay\Lib\site-packages\setuptools\_distutils\cmd.py", line 313, in run_command
  239.           self.distribution.run_command(command)
  240.         File "C:\Users\admin\AppData\Local\Temp\pip-build-env-0uexikep\overlay\Lib\site-packages\setuptools\_distutils\dist.py", line 986, in run_command
  241.           cmd_obj.run()
  242.         File "C:\Users\admin\AppData\Local\Temp\pip-install-_drm9w48\numpy_e4ace71c56d54bf7af156925b951ce98\numpy\distutils\command\build_src.py", line 144, in run
  243.           self.build_sources()
  244.         File "C:\Users\admin\AppData\Local\Temp\pip-install-_drm9w48\numpy_e4ace71c56d54bf7af156925b951ce98\numpy\distutils\command\build_src.py", line 155, in build_sources
  245.           self.build_library_sources(*libname_info)
  246.         File "C:\Users\admin\AppData\Local\Temp\pip-install-_drm9w48\numpy_e4ace71c56d54bf7af156925b951ce98\numpy\distutils\command\build_src.py", line 288, in build_library_sources
  247.           sources = self.generate_sources(sources, (lib_name, build_info))
  248.         File "C:\Users\admin\AppData\Local\Temp\pip-install-_drm9w48\numpy_e4ace71c56d54bf7af156925b951ce98\numpy\distutils\command\build_src.py", line 378, in generate_sources
  249.           source = func(extension, build_dir)
  250.         File "numpy\core\setup.py", line 650, in get_mathlib_info
  251.           st = config_cmd.try_link('int main(void) { return 0;}')
  252.         File "C:\Users\admin\AppData\Local\Temp\pip-build-env-0uexikep\overlay\Lib\site-packages\setuptools\_distutils\command\config.py", line 243, in try_link
  253.           self._link(body, headers, include_dirs,
  254.         File "C:\Users\admin\AppData\Local\Temp\pip-install-_drm9w48\numpy_e4ace71c56d54bf7af156925b951ce98\numpy\distutils\command\config.py", line 161, in _link
  255.           return self._wrap_method(old_config._link, lang,
  256.         File "C:\Users\admin\AppData\Local\Temp\pip-install-_drm9w48\numpy_e4ace71c56d54bf7af156925b951ce98\numpy\distutils\command\config.py", line 95, in _wrap_method
  257.           ret = mth(*((self,)+args))
  258.         File "C:\Users\admin\AppData\Local\Temp\pip-build-env-0uexikep\overlay\Lib\site-packages\setuptools\_distutils\command\config.py", line 137, in _link
  259.           (src, obj) = self._compile(body, headers, include_dirs, lang)
  260. ls\command\config.py", line 104, in _compile
  261.           src, obj = self._wrap_method(old_config._compile, lang,
  262.         File "C:\Users\admin\AppData\Local\Temp\pip-install-_drm9w48\numpy_e4ace71c56d54bf7af156925b951ce98\numpy\distutils\command\config.py", line 95, in _wrap_method
  263.           ret = mth(*((self,)+args))
  264.         File "C:\Users\admin\AppData\Local\Temp\pip-build-env-0uexikep\overlay\Lib\site-packages\setuptools\_distutils\command\config.py", line 132, in _compile
  265.           self.compiler.compile([src], include_dirs=include_dirs)
  266.         File "C:\Users\admin\AppData\Local\Temp\pip-build-env-0uexikep\overlay\Lib\site-packages\setuptools\_distutils\_msvccompiler.py", line 401, in compile
  267.           self.spawn(args)
  268.           return super().spawn(cmd, env=env)
  269.         File "C:\Users\admin\AppData\Local\Temp\pip-install-_drm9w48\numpy_e4ace71c56d54bf7af156925b951ce98\numpy\distutils\ccompiler.py", line 90, in <lambda>
  270.           m = lambda self, *args, **kw: func(self, *args, **kw)
  271.       TypeError: CCompiler_spawn() got an unexpected keyword argument 'env'
  272.       [end of output]
  274.   note: This error originates from a subprocess, and is likely not a problem with pip.
  275. error: metadata-generation-failed
  277. × Encountered error while generating package metadata.
  278. ╰─> See above for output.
  280. note: This is an issue with the package mentioned above, not pip.
  281. hint: See above for details.

经过一番查看，应该是1.2.1版本不支持python 3.10 版本，这下蒙了……难道要自己去编译源码？

解决办法：

于是去下载了1.2.1版本的源码回来，正准备编译一下呢，但是反过来一想，源码都有了，还编译啥！直接上源码！

于是把源码文件直接粘贴到site-packages文件夹里，然后再次执行代码……

  1. E:\pytodo\venv\lib\site-packages\_distutils_hack\__init__.py:33: UserWarning: Setuptools is replacing distutils.
  2.   warnings.warn("Setuptools is replacing distutils.")
  3. E:\pytodo\venv\lib\site-packages\jieba\_compat.py:4: DeprecationWarning: the imp module is deprecated in favour of importlib and slated for removal in Python 3.12; see the module's documentation for alternative uses
  4.   import imp
  5. [2023-01-13 13:59:14,601] [    INFO] - Downloading model_state.pdparams from https://bj.bcebos.com/paddlenlp/taskflow/information_extraction/uie_base_v1.1/model_state.pdparams
  6. 100%|███████████████████████████████████████████████████████████████████████████████████████████████████| 450M/450M [10:15<00:00, 766kB/s]
  7. [2023-01-13 14:09:32,557] [    INFO] - Downloading model_config.json from https://bj.bcebos.com/paddlenlp/taskflow/information_extraction/uie_base/model_config.json
  8. 100%|████████████████████████████████████████████████████████████████████████████████████████████████████| 377/377 [00:00<00:00, 45.0kB/s]
  9. [2023-01-13 14:09:32,769] [    INFO] - Downloading vocab.txt from https://bj.bcebos.com/paddlenlp/taskflow/information_extraction/uie_base/vocab.txt
  10. 100%|███████████████████████████████████████████████████████████████████████████████████████████████████| 182k/182k [00:00<00:00, 543kB/s]
  11. [2023-01-13 14:09:33,294] [    INFO] - Downloading special_tokens_map.json from https://bj.bcebos.com/paddlenlp/taskflow/information_extraction/uie_base/special_tokens_map.json
  12. 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████| 112/112 [00:00<00:00, 112kB/s]
  13. [2023-01-13 14:09:33,446] [    INFO] - Downloading tokenizer_config.json from https://bj.bcebos.com/paddlenlp/taskflow/information_extraction/uie_base/tokenizer_config.json
  14. 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████| 172/172 [00:00<00:00, 172kB/s]
  15. [2023-01-13 14:09:33,632] [    INFO] - loading configuration file C:\Users\fwrx\.paddlenlp\taskflow\information_extraction\uie-base\model_config.json
  16. [2023-01-13 14:09:33,634] [    INFO] - Model config ErnieConfig {
  17.   "architectures": [
  18.     "UIE"
  19.   ],
  20.   "attention_probs_dropout_prob": 0.1,
  21.   "enable_recompute": false,
  22.   "fuse": false,
  23.   "hidden_act": "gelu",
  24.   "hidden_dropout_prob": 0.1,
  25.   "hidden_size": 768,
  26.   "initializer_range": 0.02,
  27.   "intermediate_size": 3072,
  28.   "layer_norm_eps": 1e-12,
  29.   "max_position_embeddings": 2048,
  30.   "model_type": "ernie",
  31.   "num_attention_heads": 12,
  32.   "num_hidden_layers": 12,
  33.   "pad_token_id": 0,
  34.   "paddlenlp_version": null,
  35.   "pool_act": "tanh",
  36.   "task_id": 0,
  37.   "task_type_vocab_size": 3,
  38.   "type_vocab_size": 4,
  39.   "use_task_id": true,
  40.   "vocab_size": 40000
  41. }
  43. [2023-01-13 14:09:33,643] [    INFO] - Configuration saved in C:\Users\fwrx\.paddlenlp\taskflow\information_extraction\uie-base\config.json[2023-01-13 14:09:56,586] [    INFO] - All model checkpoint weights were used when initializing UIE.
  45. [2023-01-13 14:09:56,587] [    INFO] - All the weights of UIE were initialized from the model checkpoint at C:\Users\fwrx\.paddlenlp\taskflow\information_extraction\uie-base.
  46. If your task is similar to the task the model of the checkpoint was trained on, you can already use UIE for predictions without further training.
  47. [2023-01-13 14:09:56,590] [    INFO] - Converting to the inference model cost a little time.
  48. [2023-01-13 14:10:20,229] [    INFO] - The inference model save in the path:C:\Users\fwrx\.paddlenlp\taskflow\information_extraction\uie-base\static\inference
  49. [2023-01-13 14:10:25,183] [    INFO] - We are using <class 'paddlenlp.transformers.ernie.tokenizer.ErnieTokenizer'> to load 'C:\Users\fwrx\.paddlenlp\taskflow\information_extraction\uie-base'.
  50. [{'时间': [{'end': 6,
  51.           'probability': 0.9857378532473966,
  52.           'start': 0,
  53.           'text': '2月8日上午'}],
  54.   '赛事名称': [{'end': 23,
  55.             'probability': 0.8503081103003893,
  56.             'start': 6,
  57.             'text': '北京冬奥会自由式滑雪女子大跳台决赛'}],
  58.   '选手': [{'end': 31,
  59.           'probability': 0.8981535684051067,
  60.           'start': 28,
  61.           'text': '谷爱凌'}]}]

看样子是首次运行代码，有下载了一些模型库等数据。

经过一会的运行之后，结果出来了！

Python 3.10版本可用的源码在这里：Python3.10版本可用的seqeval-1.2.1版本源码-Python文档类资源-CSDN文库

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