Update spaCy pipeline

Browse files

Files changed (11) hide show

README.md +16 -16
accuracy.json +106 -106
attribute_ruler/patterns +0 -0
config.cfg +7 -6
meta.json +109 -109
mk_core_news_lg-any-py3-none-any.whl +2 -2
morphologizer/model +2 -2
ner/model +2 -2
parser/model +2 -2
senter/model +1 -1
tokenizer +1 -1

README.md CHANGED Viewed

@@ -14,20 +14,20 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.7631806396
     - name: NER Recall
       type: recall
-      value: 0.7514893617
     - name: NER F Score
       type: f_score
-      value: 0.7572898799
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
-      value: 0.9349878608
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
@@ -41,14 +41,14 @@ model-index:
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
-      value: 0.5200391007
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
-      value: 0.6315789474
 ---
 ### Details: https://spacy.io/models/mk#mk_core_news_lg
@@ -57,8 +57,8 @@ Macedonian pipeline optimized for CPU. Components: tok2vec, morphologizer, parse
 | Feature | Description |
 | --- | --- |
 | **Name** | `mk_core_news_lg` |
-| **Version** | `3.4.0` |
-| **spaCy** | `>=3.4.0,<3.5.0` |
 | **Default Pipeline** | `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Components** | `morphologizer`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Vectors** | 274587 keys, 274587 unique vectors (300 dimensions) |
@@ -88,12 +88,12 @@ Macedonian pipeline optimized for CPU. Components: tok2vec, morphologizer, parse
 | `TOKEN_P` | 100.00 |
 | `TOKEN_R` | 100.00 |
 | `TOKEN_F` | 100.00 |
-| `SENTS_P` | 64.00 |
-| `SENTS_R` | 62.34 |
-| `SENTS_F` | 63.16 |
 | `DEP_UAS` | 67.84 |
-| `DEP_LAS` | 52.00 |
-| `ENTS_P` | 76.32 |
-| `ENTS_R` | 75.15 |
-| `ENTS_F` | 75.73 |
-| `POS_ACC` | 93.50 |

     metrics:
     - name: NER Precision
       type: precision
+      value: 0.7506382979
     - name: NER Recall
       type: recall
+      value: 0.7506382979
     - name: NER F Score
       type: f_score
+      value: 0.7506382979
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
+      value: 0.9309414621
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
+      value: 0.5298142717
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
+      value: 0.6756756757
 ---
 ### Details: https://spacy.io/models/mk#mk_core_news_lg
 | Feature | Description |
 | --- | --- |
 | **Name** | `mk_core_news_lg` |
+| **Version** | `3.5.0` |
+| **spaCy** | `>=3.5.0,<3.6.0` |
 | **Default Pipeline** | `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Components** | `morphologizer`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Vectors** | 274587 keys, 274587 unique vectors (300 dimensions) |
 | `TOKEN_P` | 100.00 |
 | `TOKEN_R` | 100.00 |
 | `TOKEN_F` | 100.00 |
+| `SENTS_P` | 70.42 |
+| `SENTS_R` | 64.94 |
+| `SENTS_F` | 67.57 |
 | `DEP_UAS` | 67.84 |
+| `DEP_LAS` | 52.98 |
+| `ENTS_P` | 75.06 |
+| `ENTS_R` | 75.06 |
+| `ENTS_F` | 75.06 |
+| `POS_ACC` | 93.09 |

accuracy.json CHANGED Viewed

@@ -3,36 +3,36 @@
   "token_p": 1.0,
   "token_r": 1.0,
   "token_f": 1.0,
-  "sents_p": 0.64,
-  "sents_r": 0.6233766234,
-  "sents_f": 0.6315789474,
   "dep_uas": 0.6783968719,
-  "dep_las": 0.5200391007,
   "dep_las_per_type": {
     "nsubj": {
-      "p": 0.5714285714,
       "r": 0.6315789474,
-      "f": 0.6
     },
     "root": {
-      "p": 0.68,
       "r": 0.7285714286,
-      "f": 0.7034482759
     },
     "cc": {
-      "p": 0.8947368421,
-      "r": 0.6071428571,
-      "f": 0.7234042553
     },
     "relcl": {
-      "p": 0.2727272727,
-      "r": 0.2307692308,
-      "f": 0.25
     },
     "pozm": {
-      "p": 0.7142857143,
-      "r": 0.4545454545,
-      "f": 0.5555555556
     },
     "poss": {
       "p": 0.0,
@@ -40,19 +40,19 @@
       "f": 0.0
     },
     "aux": {
-      "p": 0.6470588235,
-      "r": 0.6666666667,
-      "f": 0.6567164179
     },
     "prep": {
-      "p": 0.6470588235,
       "r": 0.7333333333,
-      "f": 0.6875
     },
     "iobj": {
-      "p": 0.0909090909,
-      "r": 0.125,
-      "f": 0.1052631579
     },
     "pozv": {
       "p": 0.25,
@@ -65,9 +65,9 @@
       "f": 0.0
     },
     "att": {
-      "p": 0.6730769231,
-      "r": 0.6730769231,
-      "f": 0.6730769231
     },
     "det": {
       "p": 0.0,
@@ -80,29 +80,29 @@
       "f": 0.0
     },
     "dep": {
-      "p": 0.0,
-      "r": 0.0,
-      "f": 0.0
     },
     "dobj": {
-      "p": 0.5185185185,
-      "r": 0.4666666667,
-      "f": 0.4912280702
     },
     "ppdo": {
-      "p": 0.6666666667,
-      "r": 0.2666666667,
-      "f": 0.380952381
     },
     "neg": {
-      "p": 0.5454545455,
-      "r": 0.5454545455,
-      "f": 0.5454545455
     },
     "pobj": {
-      "p": 0.4761904762,
-      "r": 0.625,
-      "f": 0.5405405405
     },
     "mwe": {
       "p": 0.0,
@@ -120,9 +120,9 @@
       "f": 0.0
     },
     "advmod": {
-      "p": 0.5,
       "r": 0.5,
-      "f": 0.5
     },
     "advcl": {
       "p": 0.0,
@@ -160,101 +160,101 @@
       "f": 0.0
     }
   },
-  "speed": 2180.939430239,
-  "ents_p": 0.7631806396,
-  "ents_r": 0.7514893617,
-  "ents_f": 0.7572898799,
   "ents_per_type": {
-    "LOC": {
-      "p": 0.7692307692,
-      "r": 0.5747126437,
-      "f": 0.6578947368
-    },
     "GPE": {
-      "p": 0.8804597701,
-      "r": 0.9033018868,
-      "f": 0.8917345751
     },
     "QUANTITY": {
-      "p": 0.7674418605,
-      "r": 0.8048780488,
-      "f": 0.7857142857
     },
     "CARDINAL": {
-      "p": 0.7065217391,
-      "r": 0.6914893617,
-      "f": 0.6989247312
-    },
-    "PERSON": {
-      "p": 0.7792207792,
-      "r": 0.8,
-      "f": 0.7894736842
     },
     "DATE": {
-      "p": 0.7746478873,
       "r": 0.7746478873,
-      "f": 0.7746478873
     },
     "NORP": {
-      "p": 0.4237288136,
-      "r": 0.3846153846,
-      "f": 0.4032258065
     },
     "MONEY": {
       "p": 1.0,
-      "r": 1.0,
-      "f": 1.0
     },
     "ORDINAL": {
-      "p": 0.5833333333,
-      "r": 0.6363636364,
-      "f": 0.6086956522
     },
     "PERCENT": {
-      "p": 0.8,
       "r": 1.0,
-      "f": 0.8888888889
-    },
-    "FAC": {
-      "p": 0.3846153846,
-      "r": 0.25,
-      "f": 0.303030303
     },
     "ORG": {
-      "p": 0.4923076923,
-      "r": 0.6530612245,
-      "f": 0.5614035088
     },
-    "WORK_OF_ART": {
-      "p": 0.7826086957,
-      "r": 0.4390243902,
-      "f": 0.5625
     },
     "LANGUAGE": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
     "TIME": {
-      "p": 1.0,
       "r": 0.8333333333,
-      "f": 0.9090909091
     },
     "EVENT": {
-      "p": 0.5555555556,
-      "r": 0.5882352941,
-      "f": 0.5714285714
-    },
-    "PRODUCT": {
-      "p": 0.3333333333,
-      "r": 0.2,
-      "f": 0.25
     },
     "LAW": {
-      "p": 0.3333333333,
-      "r": 0.3333333333,
-      "f": 0.3333333333
     }
   },
-  "pos_acc": 0.9349878608
 }

   "token_p": 1.0,
   "token_r": 1.0,
   "token_f": 1.0,
+  "sents_p": 0.7042253521,
+  "sents_r": 0.6493506494,
+  "sents_f": 0.6756756757,
   "dep_uas": 0.6783968719,
+  "dep_las": 0.5298142717,
   "dep_las_per_type": {
     "nsubj": {
+      "p": 0.6153846154,
       "r": 0.6315789474,
+      "f": 0.6233766234
     },
     "root": {
+      "p": 0.7183098592,
       "r": 0.7285714286,
+      "f": 0.7234042553
     },
     "cc": {
+      "p": 0.8888888889,
+      "r": 0.5714285714,
+      "f": 0.6956521739
     },
     "relcl": {
+      "p": 0.5,
+      "r": 0.4230769231,
+      "f": 0.4583333333
     },
     "pozm": {
+      "p": 0.75,
+      "r": 0.2727272727,
+      "f": 0.4
     },
     "poss": {
       "p": 0.0,
       "f": 0.0
     },
     "aux": {
+      "p": 0.5833333333,
+      "r": 0.6363636364,
+      "f": 0.6086956522
     },
     "prep": {
+      "p": 0.6984126984,
       "r": 0.7333333333,
+      "f": 0.7154471545
     },
     "iobj": {
+      "p": 0.2857142857,
+      "r": 0.25,
+      "f": 0.2666666667
     },
     "pozv": {
       "p": 0.25,
       "f": 0.0
     },
     "att": {
+      "p": 0.6271186441,
+      "r": 0.7115384615,
+      "f": 0.6666666667
     },
     "det": {
       "p": 0.0,
       "f": 0.0
     },
     "dep": {
+      "p": 0.0149253731,
+      "r": 0.3333333333,
+      "f": 0.0285714286
     },
     "dobj": {
+      "p": 0.4769230769,
+      "r": 0.5166666667,
+      "f": 0.496
     },
     "ppdo": {
+      "p": 0.8571428571,
+      "r": 0.4,
+      "f": 0.5454545455
     },
     "neg": {
+      "p": 0.5555555556,
+      "r": 0.4545454545,
+      "f": 0.5
     },
     "pobj": {
+      "p": 0.4848484848,
+      "r": 0.5,
+      "f": 0.4923076923
     },
     "mwe": {
       "p": 0.0,
       "f": 0.0
     },
     "advmod": {
+      "p": 0.3333333333,
       "r": 0.5,
+      "f": 0.4
     },
     "advcl": {
       "p": 0.0,
       "f": 0.0
     }
   },
+  "speed": 1990.7165987747,
+  "ents_p": 0.7506382979,
+  "ents_r": 0.7506382979,
+  "ents_f": 0.7506382979,
   "ents_per_type": {
     "GPE": {
+      "p": 0.875,
+      "r": 0.9080188679,
+      "f": 0.8912037037
+    },
+    "LOC": {
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+      "f": 0.6580645161
     },
     "QUANTITY": {
+      "p": 0.5945945946,
+      "r": 0.5365853659,
+      "f": 0.5641025641
     },
     "CARDINAL": {
+      "p": 0.6868686869,
+      "r": 0.7234042553,
+      "f": 0.7046632124
     },
     "DATE": {
+      "p": 0.7586206897,
       "r": 0.7746478873,
+      "f": 0.7665505226
     },
     "NORP": {
+      "p": 0.4761904762,
+      "r": 0.4615384615,
+      "f": 0.46875
+    },
+    "FAC": {
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+      "r": 0.3,
+      "f": 0.3243243243
     },
     "MONEY": {
       "p": 1.0,
+      "r": 0.5,
+      "f": 0.6666666667
     },
     "ORDINAL": {
+      "p": 0.5714285714,
+      "r": 0.7272727273,
+      "f": 0.64
     },
     "PERCENT": {
+      "p": 1.0,
       "r": 1.0,
+      "f": 1.0
     },
     "ORG": {
+      "p": 0.5344827586,
+      "r": 0.6326530612,
+      "f": 0.5794392523
     },
+    "PRODUCT": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "PERSON": {
+      "p": 0.7814569536,
+      "r": 0.7866666667,
+      "f": 0.7840531561
     },
     "LANGUAGE": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
+    "WORK_OF_ART": {
+      "p": 0.6470588235,
+      "r": 0.5365853659,
+      "f": 0.5866666667
+    },
     "TIME": {
+      "p": 0.8333333333,
       "r": 0.8333333333,
+      "f": 0.8333333333
     },
     "EVENT": {
+      "p": 0.5,
+      "r": 0.5294117647,
+      "f": 0.5142857143
     },
     "LAW": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
     }
   },
+  "pos_acc": 0.9309414621
 }

attribute_ruler/patterns CHANGED Viewed

Binary files a/attribute_ruler/patterns and b/attribute_ruler/patterns differ

config.cfg CHANGED Viewed

@@ -49,8 +49,8 @@ normalize = false
 [components.morphologizer.model.tok2vec.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = ${components.morphologizer.model.tok2vec.encode:width}
-attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
-rows = [5000,1000,2500,2500,50]
 include_static_vectors = true
 [components.morphologizer.model.tok2vec.encode]
@@ -82,8 +82,8 @@ nO = null
 [components.ner.model.tok2vec.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 96
-attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
-rows = [5000,1000,2500,2500,50]
 include_static_vectors = true
 [components.ner.model.tok2vec.encode]
@@ -116,8 +116,8 @@ nO = null
 [components.parser.model.tok2vec.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 96
-attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
-rows = [5000,1000,2500,2500,50]
 include_static_vectors = true
 [components.parser.model.tok2vec.encode]
@@ -186,6 +186,7 @@ eval_frequency = 1000
 frozen_components = []
 before_to_disk = null
 annotating_components = []
 [training.batcher]
 @batchers = "spacy.batch_by_words.v1"

 [components.morphologizer.model.tok2vec.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = ${components.morphologizer.model.tok2vec.encode:width}
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY","IS_SPACE"]
+rows = [5000,1000,2500,2500,50,50]
 include_static_vectors = true
 [components.morphologizer.model.tok2vec.encode]
 [components.ner.model.tok2vec.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 96
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
+rows = [5000,1000,2500,2500]
 include_static_vectors = true
 [components.ner.model.tok2vec.encode]
 [components.parser.model.tok2vec.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 96
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY","IS_SPACE"]
+rows = [5000,1000,2500,2500,50,50]
 include_static_vectors = true
 [components.parser.model.tok2vec.encode]
 frozen_components = []
 before_to_disk = null
 annotating_components = []
+before_update = null
 [training.batcher]
 @batchers = "spacy.batch_by_words.v1"

meta.json CHANGED Viewed

@@ -1,14 +1,14 @@
 {
   "lang":"mk",
   "name":"core_news_lg",
-  "version":"3.4.0",
   "description":"Macedonian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.",
   "author":"Explosion",
   "email":"contact@explosion.ai",
   "url":"https://explosion.ai",
   "license":"CC BY-SA 4.0",
-  "spacy_version":">=3.4.0,<3.5.0",
-  "spacy_git_version":"dd038b536",
   "vectors":{
     "width":300,
     "vectors":274587,
@@ -106,36 +106,36 @@
     "token_p":1.0,
     "token_r":1.0,
     "token_f":1.0,
-    "sents_p":0.64,
-    "sents_r":0.6233766234,
-    "sents_f":0.6315789474,
     "dep_uas":0.6783968719,
-    "dep_las":0.5200391007,
     "dep_las_per_type":{
       "nsubj":{
-        "p":0.5714285714,
         "r":0.6315789474,
-        "f":0.6
       },
       "root":{
-        "p":0.68,
         "r":0.7285714286,
-        "f":0.7034482759
       },
       "cc":{
-        "p":0.8947368421,
-        "r":0.6071428571,
-        "f":0.7234042553
       },
       "relcl":{
-        "p":0.2727272727,
-        "r":0.2307692308,
-        "f":0.25
       },
       "pozm":{
-        "p":0.7142857143,
-        "r":0.4545454545,
-        "f":0.5555555556
       },
       "poss":{
         "p":0.0,
@@ -143,19 +143,19 @@
         "f":0.0
       },
       "aux":{
-        "p":0.6470588235,
-        "r":0.6666666667,
-        "f":0.6567164179
       },
       "prep":{
-        "p":0.6470588235,
         "r":0.7333333333,
-        "f":0.6875
       },
       "iobj":{
-        "p":0.0909090909,
-        "r":0.125,
-        "f":0.1052631579
       },
       "pozv":{
         "p":0.25,
@@ -168,9 +168,9 @@
         "f":0.0
       },
       "att":{
-        "p":0.6730769231,
-        "r":0.6730769231,
-        "f":0.6730769231
       },
       "det":{
         "p":0.0,
@@ -183,29 +183,29 @@
         "f":0.0
       },
       "dep":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
       },
       "dobj":{
-        "p":0.5185185185,
-        "r":0.4666666667,
-        "f":0.4912280702
       },
       "ppdo":{
-        "p":0.6666666667,
-        "r":0.2666666667,
-        "f":0.380952381
       },
       "neg":{
-        "p":0.5454545455,
-        "r":0.5454545455,
-        "f":0.5454545455
       },
       "pobj":{
-        "p":0.4761904762,
-        "r":0.625,
-        "f":0.5405405405
       },
       "mwe":{
         "p":0.0,
@@ -223,9 +223,9 @@
         "f":0.0
       },
       "advmod":{
-        "p":0.5,
         "r":0.5,
-        "f":0.5
       },
       "advcl":{
         "p":0.0,
@@ -263,103 +263,103 @@
         "f":0.0
       }
     },
-    "speed":2180.939430239,
-    "ents_p":0.7631806396,
-    "ents_r":0.7514893617,
-    "ents_f":0.7572898799,
     "ents_per_type":{
-      "LOC":{
-        "p":0.7692307692,
-        "r":0.5747126437,
-        "f":0.6578947368
-      },
       "GPE":{
-        "p":0.8804597701,
-        "r":0.9033018868,
-        "f":0.8917345751
       },
       "QUANTITY":{
-        "p":0.7674418605,
-        "r":0.8048780488,
-        "f":0.7857142857
       },
       "CARDINAL":{
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