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xinsblog/compare-text2embedding-models



Python

5

4 commits

updated May 31, 2023

See the code

README

  • 对比各种文本转向量模型在q-d匹配任务上的效果
  • 效果对比如下
modelmetric(spearman系数)
junnyu/roformer_chinese_sim_char_small0.359512908
junnyu/roformer_chinese_sim_char_ft_small0.36817587
junnyu/roformer_chinese_sim_char_base0.463468448
junnyu/roformer_chinese_sim_char_ft_base0.511114737
shibing624/text2vec-base-chinese0.498120294
GanymedeNil/text2vec-base-chinese0.554429545
GanymedeNil/text2vec-large-chinese0.550098064
text-embedding-ada-0020.641059161

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xinsblog/compare-text2embedding-models



Python

5

4 commits

updated May 31, 2023

See the code

README

  • 对比各种文本转向量模型在q-d匹配任务上的效果
  • 效果对比如下
modelmetric(spearman系数)
junnyu/roformer_chinese_sim_char_small0.359512908
junnyu/roformer_chinese_sim_char_ft_small0.36817587
junnyu/roformer_chinese_sim_char_base0.463468448
junnyu/roformer_chinese_sim_char_ft_base0.511114737
shibing624/text2vec-base-chinese0.498120294
GanymedeNil/text2vec-base-chinese0.554429545
GanymedeNil/text2vec-large-chinese0.550098064
text-embedding-ada-0020.641059161

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