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  Downloading https://huggingface.co/chcaa/da_dacy_small_trf/resolve/0eadea074d5f637e76357c46bbd56451471d0154/da_dacy_small_trf-any-py3-none-any.whl (101.3 MB)
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Installing collected packages: da-dacy-small-trf
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+?25hInstalling collected packages: da-dacy-small-trf
 

 

 
Successfully installed da-dacy-small-trf-0.2.0
@@ -459,33 +461,36 @@ 
Named Entity Recognition
  Downloading https://huggingface.co/chcaa/da_dacy_small_trf/resolve/0eadea074d5f637e76357c46bbd56451471d0154/da_dacy_small_trf-any-py3-none-any.whl (101.3 MB)
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-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 101.3/101.3 MB 204.6 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 101.3/101.3 MB 204.6 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 101.3/101.3 MB 38.9 MB/s eta 0:00:00
+     ╸━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.6/101.3 MB 49.3 MB/s eta 0:00:03
+     ━━╸━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 7.2/101.3 MB 105.8 MB/s eta 0:00:01
+     ━━━━╸━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 13.3/101.3 MB 173.2 MB/s eta 0:00:01
+     ━━━━━━━╺━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 19.2/101.3 MB 174.5 MB/s eta 0:00:01
+     ━━━━━━━━━╸━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 25.7/101.3 MB 181.4 MB/s eta 0:00:01
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+     ━━━━━━━━━━━━━━╺━━━━━━━━━━━━━━━━━━━━━━━ 38.5/101.3 MB 185.5 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━╸━━━━━━━━━━━━━━━━━━━━━ 45.0/101.3 MB 190.0 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━╺━━━━━━━━━━━━━━━━━━ 51.4/101.3 MB 188.3 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━━━━━━━ 57.8/101.3 MB 185.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━╺━━━━━━━━━━━━━ 64.2/101.3 MB 187.8 MB/s eta 0:00:01
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     ━━━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━━ 70.8/101.3 MB 189.7 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━ 77.2/101.3 MB 188.3 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━━━━━━ 83.8/101.3 MB 188.6 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━ 90.2/101.3 MB 189.3 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━ 96.8/101.3 MB 190.4 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 101.3/101.3 MB 195.6 MB/s eta 0:00:01
+

+

+
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 101.3/101.3 MB 195.6 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 101.3/101.3 MB 195.6 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 101.3/101.3 MB 195.6 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 101.3/101.3 MB 195.6 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 101.3/101.3 MB 195.6 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 101.3/101.3 MB 195.6 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 101.3/101.3 MB 37.3 MB/s eta 0:00:00
 ?25h
 

 

@@ -499,7 +504,7 @@ 
Named Entity Recognition{"version_major": 2, "version_minor": 0, "model_id": "ae510e667b2149308ffb6a12f3a0b14d"}
<spacy_wrap.pipeline_component_tok_clf.TokenClassificationTransformer at 0x7f3ac0327e20>
+
<spacy_wrap.pipeline_component_tok_clf.TokenClassificationTransformer at 0x7f53d4c27640>
 

 

 

@@ -569,35 +574,39 @@ 
Named Entity Linking
 
  Downloading https://huggingface.co/chcaa/da_dacy_small_trf/resolve/0eadea074d5f637e76357c46bbd56451471d0154/da_dacy_small_trf-any-py3-none-any.whl (101.3 MB)
 ?25l     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 0.0/101.3 MB ? eta -:--:--
-     ━╸━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 5.1/101.3 MB 154.0 MB/s eta 0:00:01
-     ━━━━╺━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 11.3/101.3 MB 177.0 MB/s eta 0:00:01
-     ━━━━━━╸━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 17.8/101.3 MB 187.2 MB/s eta 0:00:01
-     ━━━━━━━━━╺━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 24.4/101.3 MB 189.6 MB/s eta 0:00:01
-     ━━━━━━━━━━━╸━━━━━━━━━━━━━━━━━━━━━━━━━━ 30.9/101.3 MB 189.8 MB/s eta 0:00:01
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-     ━━━━━━━━━━━━━━━━╺━━━━━━━━━━━━━━━━━━━━━ 43.8/101.3 MB 188.9 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━━━━━━━━━━ 50.5/101.3 MB 193.9 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━╺━━━━━━━━━━━━━━━━ 56.5/101.3 MB 183.5 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━━━━━ 63.1/101.3 MB 182.2 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━╺━━━━━━━━━━━ 69.8/101.3 MB 195.5 MB/s eta 0:00:01
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     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━ 76.4/101.3 MB 193.2 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━━━━━━ 83.0/101.3 MB 192.2 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━ 89.6/101.3 MB 192.1 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━ 96.3/101.3 MB 194.8 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 101.3/101.3 MB 198.9 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 101.3/101.3 MB 198.9 MB/s eta 0:00:01
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     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 101.3/101.3 MB 198.9 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 101.3/101.3 MB 198.9 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 101.3/101.3 MB 198.9 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 101.3/101.3 MB 198.9 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 101.3/101.3 MB 198.9 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 101.3/101.3 MB 36.5 MB/s eta 0:00:00
+     ╸━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.1/101.3 MB 62.1 MB/s eta 0:00:02
+     ━━━╺━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 8.8/101.3 MB 128.9 MB/s eta 0:00:01
+     ━━━━━╸━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 15.7/101.3 MB 198.2 MB/s eta 0:00:01
+     ━━━━━━━━╺━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 22.5/101.3 MB 200.4 MB/s eta 0:00:01
+     ━━━━━━━━━━━╺━━━━━━━━━━━━━━━━━━━━━━━━━━ 29.4/101.3 MB 199.3 MB/s eta 0:00:01
+

+

+
     ━━━━━━━━━━━━━╸━━━━━━━━━━━━━━━━━━━━━━━━ 36.4/101.3 MB 200.0 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━╺━━━━━━━━━━━━━━━━━━━━━ 43.2/101.3 MB 199.7 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━━━━━━━━━━ 50.0/101.3 MB 197.2 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━╺━━━━━━━━━━━━━━━━ 56.8/101.3 MB 194.9 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━━━━━ 63.4/101.3 MB 193.6 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━╺━━━━━━━━━━━ 70.2/101.3 MB 194.4 MB/s eta 0:00:01
+

+

+
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━ 77.0/101.3 MB 195.2 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━━━━━━ 83.6/101.3 MB 194.9 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━ 89.8/101.3 MB 186.4 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━ 96.6/101.3 MB 191.5 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 101.3/101.3 MB 203.7 MB/s eta 0:00:01
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+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 101.3/101.3 MB 203.7 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 101.3/101.3 MB 203.7 MB/s eta 0:00:01
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 ?25h
 

 

@@ -758,122 +767,122 @@ 
Fine-grained NER
  Downloading https://huggingface.co/chcaa/da_dacy_small_trf/resolve/0eadea074d5f637e76357c46bbd56451471d0154/da_dacy_small_trf-any-py3-none-any.whl (101.3 MB)
-?25l     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 0.0/101.3 MB ? eta -:--:--
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-?25h
+
  Using cached https://huggingface.co/chcaa/da_dacy_small_trf/resolve/0eadea074d5f637e76357c46bbd56451471d0154/da_dacy_small_trf-any-py3-none-any.whl (101.3 MB)
 

 

 
Defaulting to user installation because normal site-packages is not writeable
-

-

-
Collecting da-dacy-small-ner-fine-grained==any
+Collecting da-dacy-small-ner-fine-grained==any
 

 

 
  Downloading https://huggingface.co/chcaa/da_dacy_small_ner_fine_grained/resolve/43fedc5a1b1c1d193f461d13225f217f2ced507d/da_dacy_small_ner_fine_grained-any-py3-none-any.whl (82.7 MB)
 ?25l     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 0.0/82.7 MB ? eta -:--:--
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+     ━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━━━━━ 52.3/82.7 MB 197.6 MB/s eta 0:00:01
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+     ━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━━━━━ 52.3/82.7 MB 197.6 MB/s eta 0:00:01
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+     ━━━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━━━━ 55.1/82.7 MB 27.2 MB/s eta 0:00:02
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-     ━━━━━━━━━━━╸━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 24.0/82.7 MB 81.3 MB/s eta 0:00:01
+
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━ 61.6/82.7 MB 19.2 MB/s eta 0:00:02
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━━━━━━ 68.5/82.7 MB 200.3 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸━━━ 75.5/82.7 MB 203.4 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━ 78.5/82.7 MB 201.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━ 78.5/82.7 MB 201.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━ 78.5/82.7 MB 201.1 MB/s eta 0:00:01
 

 

-
     ━━━━━━━━━━━━━╺━━━━━━━━━━━━━━━━━━━━━━━━━━ 27.8/82.7 MB 90.4 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━╺━━━━━━━━━━━━━━━━━━━━━━━━ 31.3/82.7 MB 96.3 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━╺━━━━━━━━━━━━━━━━━━━━━━ 35.0/82.7 MB 104.6 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━━━━━━━━━━━ 39.8/82.7 MB 115.6 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━━━━━━━━━ 44.3/82.7 MB 126.4 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━╺━━━━━━━━━━━━━━━ 49.2/82.7 MB 139.7 MB/s eta 0:00:01
+
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━ 78.5/82.7 MB 201.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━ 78.5/82.7 MB 201.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━ 78.5/82.7 MB 201.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━ 78.5/82.7 MB 201.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━ 78.5/82.7 MB 201.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━ 78.5/82.7 MB 201.1 MB/s eta 0:00:01
 

 

-
     ━━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━━━━ 54.7/82.7 MB 152.5 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━━━━━━━━━━ 59.8/82.7 MB 155.8 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━ 65.0/82.7 MB 151.3 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━━━━━ 70.3/82.7 MB 152.8 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸━━━ 75.5/82.7 MB 153.8 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺ 80.9/82.7 MB 156.1 MB/s eta 0:00:01
+
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━ 78.5/82.7 MB 201.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━ 78.5/82.7 MB 201.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸━ 80.6/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
 

 

-
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
+
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
 

 

-
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
+
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
 

 

-
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
+
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
 

 

-
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
+
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
 

 

-
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
+
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
 

 

-
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 161.7 MB/s eta 0:00:01
-     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 82.7/82.7 MB 8.4 MB/s eta 0:00:00
+
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 82.7/82.7 MB 23.1 MB/s eta 0:00:01
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 82.7/82.7 MB 6.0 MB/s eta 0:00:00
 ?25hInstalling collected packages: da-dacy-small-ner-fine-grained
 

 

@@ -884,7 +893,7 @@ 
Fine-grained NER
<spacy.pipeline.ner.EntityRecognizer at 0x7f3ab77a2b20>
+
<spacy.pipeline.ner.EntityRecognizer at 0x7f53d416e0a0>
 

 

 

@@ -986,7 +995,7 @@ 
Dependency Parsing
-

+

 
     DaCy
     PROPN
@@ -1028,57 +1037,57 @@ 
Dependency Parsing
-    
+    
     
-        nsubj
+        nsubj
     
     
 
 
 
-    
+    
     
-        cop
+        cop
     
     
 
 
 
-    
+    
     
-        det
+        det
     
     
 
 
 
-    
+    
     
-        amod
+        amod
     
     
 
 
 
-    
+    
     
-        case
+        case
     
     
 
 
 
-    
+    
     
-        amod
+        amod
     
     
 
 
 
-    
+    
     
-        nmod
+        nmod
     
     
 
@@ -1249,7 +1258,7 @@ 
Coreference Resolution
     
     
-    
+    
     
     
     
diff --git a/tutorials/hate-speech.html b/tutorials/hate-speech.html
index a10168c8..a55f3144 100644
--- a/tutorials/hate-speech.html
+++ b/tutorials/hate-speech.html
@@ -336,7 +336,7 @@ 
Usage#
 Hide code cell output
 
 

-
<spacy_wrap.pipeline_component_seq_clf.SequenceClassificationTransformer at 0x7fb6872bdd20>
+
<spacy_wrap.pipeline_component_seq_clf.SequenceClassificationTransformer at 0x7f7c12ad1ba0>
 

 

 

@@ -459,7 +459,7 @@ 
Usage#
     
     
     
-    
+    
     
     
     
diff --git a/tutorials/sentiment.html b/tutorials/sentiment.html
index dcf859cf..493f41e9 100644
--- a/tutorials/sentiment.html
+++ b/tutorials/sentiment.html
@@ -345,7 +345,7 @@ 
SubjectivityHide code cell output
 
 

-
<spacy_wrap.pipeline_component_seq_clf.SequenceClassificationTransformer at 0x7f92978adf60>
+
<spacy_wrap.pipeline_component_seq_clf.SequenceClassificationTransformer at 0x7f35e0eb9f60>
 

 

 

@@ -400,7 +400,7 @@ 
PolarityHide code cell output
 
 

-
<spacy_wrap.pipeline_component_seq_clf.SequenceClassificationTransformer at 0x7f92978adae0>
+
<spacy_wrap.pipeline_component_seq_clf.SequenceClassificationTransformer at 0x7f35dd402800>
 

 

 

@@ -467,7 +467,7 @@ 
EmotionHide code cell output
 
 

-
<spacy_wrap.pipeline_component_seq_clf.SequenceClassificationTransformer at 0x7f937c9034c0>
+
<spacy_wrap.pipeline_component_seq_clf.SequenceClassificationTransformer at 0x7f36c5fab7c0>
 

 

 

@@ -629,7 +629,7 @@ 
Dictionary-Based Sentiment
-

+

 
     jeg
     0.0
@@ -661,17 +661,17 @@ 
Dictionary-Based Sentiment
-    
+    
     
-        intensified by
+        intensified by
     
     
 
 
 
-    
+    
     
-        negated by
+        negated by
     
     
 
@@ -776,7 +776,7 @@ 
Dictionary-Based Sentiment
     
     
-    
+    
     
     
     
diff --git a/tutorials/textdescriptives.html b/tutorials/textdescriptives.html
index e6bf49a1..2b73df14 100644
--- a/tutorials/textdescriptives.html
+++ b/tutorials/textdescriptives.html
@@ -392,7 +392,7 @@ 
Adding TextDescriptives components to DaCy
<textdescriptives.components.dependency_distance.DependencyDistance at 0x7fe3988af820>
+
<textdescriptives.components.dependency_distance.DependencyDistance at 0x7f21cae3fa60>
 

 

 

@@ -425,7 +425,7 @@ 
Adding TextDescriptives components to DaCyHide code cell output
 
 

-
Token indices sequence length is longer than the specified maximum sequence length for this model (161 > 128). Running this sequence through the model will result in indexing errors
+
Token indices sequence length is longer than the specified maximum sequence length for this model (156 > 128). Running this sequence through the model will result in indexing errors
 

 

 

@@ -469,23 +469,23 @@ 
Adding TextDescriptives components to DaCy
<Axes: xlabel='label', ylabel='lix'>
 

 

-../_images/b6416e22699be77a55305c0a1e0ac4590a1083eff1bdebb37ed7f20ddfd8880d.png
+../_images/edc241710a20b105717d88ec0583f4f7a71a04b690118971dcb3b32660ef56fb.png
 

 

 
Let’s run a quick test to see if any of our metrics correlate strongly with the label

@@ -641,16 +641,22 @@ 
Exploratory Data Analysis
-
syllables_per_token_std                  -0.469804
-smog                                     -0.327788
-prop_adjacent_dependency_relation_mean   -0.200084
-token_length_std                         -0.196515
-flesch_kincaid_grade                     -0.192672
-flesch_reading_ease                       0.180797
-n_unique_tokens                          -0.178126
-syllables_per_token_mean                 -0.168124
-gunning_fog                              -0.154153
-prop_adjacent_dependency_relation_std     0.143904
+
/home/runner/.local/lib/python3.10/site-packages/numpy/lib/function_base.py:2897: RuntimeWarning: invalid value encountered in divide
+  c /= stddev[:, None]
+/home/runner/.local/lib/python3.10/site-packages/numpy/lib/function_base.py:2898: RuntimeWarning: invalid value encountered in divide
+  c /= stddev[None, :]
+

+

+
sentence_length_median                  -0.262901
+sentence_length_mean                    -0.255403
+gunning_fog                             -0.191620
+n_sentences                              0.172291
+syllables_per_token_median              -0.168783
+token_length_median                     -0.167896
+dependency_distance_mean                -0.156164
+flesch_kincaid_grade                    -0.155040
+automated_readability_index             -0.154673
+prop_adjacent_dependency_relation_std    0.143054
 dtype: float64
 

 

@@ -668,7 +674,7 @@ 
Exploratory Data Analysis
<Axes: xlabel='dependency_distance_mean', ylabel='Density'>
 

 

-../_images/f784ff71990bb756e1035fff6b6398c81d4dbe3d7719553114b6155ea1357d0b.png
+../_images/3bdc10ef6c908d70adc31a0a18cc7aea00611a88753432f39bccf8abf478ac2e.png
 

 

 
We can do a similar thing for the lix score, where we see that here isn’t a big difference between the two classes:

@@ -682,7 +688,7 @@ 
Exploratory Data Analysis
<Axes: xlabel='lix', ylabel='Density'>
 

 

-../_images/24cc935a122b74403a06493c840dd54ba3b5cd78068b1d69230e2cd30175a4f4.png
+../_images/4a4157a71d19a0767e8878834030a19390a621936d87257fced0815d2dbcbd2e.png
 

 

 
Cool! We’ve now done a quick analysis of the SMS dataset and found some differences in the distributions of some readability and dependency-distance metrics between the actual SMS’s and spam.