Update spaCy pipeline

Browse files

Files changed (11) hide show

README.md +18 -18
accuracy.json +108 -108
attribute_ruler/patterns +0 -0
config.cfg +7 -6
meta.json +111 -111
mk_core_news_md-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

@@ -14,41 +14,41 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.7373737374
     - name: NER Recall
       type: recall
-      value: 0.7455319149
     - name: NER F Score
       type: f_score
-      value: 0.7414303851
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
-      value: 0.9314809819
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
-      value: 0.6836434868
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
-      value: 0.5190989226
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
-      value: 0.6578947368
 ---
 ### Details: https://spacy.io/models/mk#mk_core_news_md
@@ -57,8 +57,8 @@ Macedonian pipeline optimized for CPU. Components: tok2vec, morphologizer, parse
 | Feature | Description |
 | --- | --- |
 | **Name** | `mk_core_news_md` |
-| **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, 20000 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` | 66.67 |
-| `SENTS_R` | 64.94 |
-| `SENTS_F` | 65.79 |
-| `DEP_UAS` | 68.36 |
-| `DEP_LAS` | 51.91 |
-| `ENTS_P` | 73.74 |
-| `ENTS_R` | 74.55 |
-| `ENTS_F` | 74.14 |
-| `POS_ACC` | 93.15 |

     metrics:
     - name: NER Precision
       type: precision
+      value: 0.7472245944
     - name: NER Recall
       type: recall
+      value: 0.7446808511
     - name: NER F Score
       type: f_score
+      value: 0.7459505541
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
+      value: 0.9260857837
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
+      value: 0.6771344455
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
+      value: 0.5201177625
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
+      value: 0.7323943662
 ---
 ### Details: https://spacy.io/models/mk#mk_core_news_md
 | Feature | Description |
 | --- | --- |
 | **Name** | `mk_core_news_md` |
+| **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, 20000 unique vectors (300 dimensions) |
 | `TOKEN_P` | 100.00 |
 | `TOKEN_R` | 100.00 |
 | `TOKEN_F` | 100.00 |
+| `SENTS_P` | 80.00 |
+| `SENTS_R` | 67.53 |
+| `SENTS_F` | 73.24 |
+| `DEP_UAS` | 67.71 |
+| `DEP_LAS` | 52.01 |
+| `ENTS_P` | 74.72 |
+| `ENTS_R` | 74.47 |
+| `ENTS_F` | 74.60 |
+| `POS_ACC` | 92.61 |

accuracy.json CHANGED Viewed

@@ -3,36 +3,36 @@
   "token_p": 1.0,
   "token_r": 1.0,
   "token_f": 1.0,
-  "sents_p": 0.6666666667,
-  "sents_r": 0.6493506494,
-  "sents_f": 0.6578947368,
-  "dep_uas": 0.6836434868,
-  "dep_las": 0.5190989226,
   "dep_las_per_type": {
     "nsubj": {
-      "p": 0.6857142857,
-      "r": 0.6315789474,
-      "f": 0.6575342466
     },
     "root": {
-      "p": 0.76,
-      "r": 0.8142857143,
-      "f": 0.7862068966
     },
     "cc": {
-      "p": 0.8888888889,
-      "r": 0.5714285714,
-      "f": 0.6956521739
     },
     "relcl": {
-      "p": 0.4210526316,
-      "r": 0.3076923077,
-      "f": 0.3555555556
     },
     "pozm": {
-      "p": 0.8333333333,
-      "r": 0.4545454545,
-      "f": 0.5882352941
     },
     "poss": {
       "p": 0.0,
@@ -40,14 +40,14 @@
       "f": 0.0
     },
     "aux": {
-      "p": 0.5882352941,
-      "r": 0.6060606061,
-      "f": 0.5970149254
     },
     "prep": {
-      "p": 0.6825396825,
-      "r": 0.7166666667,
-      "f": 0.6991869919
     },
     "iobj": {
       "p": 0.0,
@@ -55,9 +55,9 @@
       "f": 0.0
     },
     "pozv": {
-      "p": 0.1818181818,
       "r": 0.1333333333,
-      "f": 0.1538461538
     },
     "quantmod": {
       "p": 0.0,
@@ -65,9 +65,9 @@
       "f": 0.0
     },
     "att": {
-      "p": 0.7254901961,
-      "r": 0.7115384615,
-      "f": 0.7184466019
     },
     "det": {
       "p": 0.0,
@@ -80,19 +80,19 @@
       "f": 0.0
     },
     "dep": {
-      "p": 0.0138888889,
-      "r": 0.3333333333,
-      "f": 0.0266666667
     },
     "dobj": {
-      "p": 0.4126984127,
-      "r": 0.4333333333,
-      "f": 0.4227642276
     },
     "ppdo": {
-      "p": 0.7142857143,
-      "r": 0.3333333333,
-      "f": 0.4545454545
     },
     "neg": {
       "p": 0.5555555556,
@@ -100,9 +100,9 @@
       "f": 0.5
     },
     "pobj": {
-      "p": 0.5,
-      "r": 0.5,
-      "f": 0.5
     },
     "mwe": {
       "p": 0.0,
@@ -114,12 +114,12 @@
       "r": 0.0,
       "f": 0.0
     },
-    "appos": {
-      "p": 0.0,
-      "r": 0.0,
-      "f": 0.0
-    },
     "advmod": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
@@ -160,101 +160,101 @@
       "f": 0.0
     }
   },
-  "speed": 2245.2550240296,
-  "ents_p": 0.7373737374,
-  "ents_r": 0.7455319149,
-  "ents_f": 0.7414303851,
   "ents_per_type": {
-    "LOC": {
-      "p": 0.6666666667,
-      "r": 0.5747126437,
-      "f": 0.6172839506
-    },
     "GPE": {
-      "p": 0.8646788991,
-      "r": 0.8891509434,
-      "f": 0.876744186
     },
     "QUANTITY": {
-      "p": 0.6511627907,
-      "r": 0.6829268293,
-      "f": 0.6666666667
     },
     "CARDINAL": {
-      "p": 0.7052631579,
-      "r": 0.7127659574,
-      "f": 0.708994709
     },
     "DATE": {
-      "p": 0.7465753425,
-      "r": 0.7676056338,
-      "f": 0.7569444444
     },
-    "PRODUCT": {
-      "p": 0.0,
-      "r": 0.0,
-      "f": 0.0
     },
     "NORP": {
-      "p": 0.4202898551,
-      "r": 0.4461538462,
-      "f": 0.4328358209
     },
     "MONEY": {
-      "p": 0.5,
-      "r": 0.5,
-      "f": 0.5
     },
     "ORDINAL": {
       "p": 0.5,
-      "r": 0.7272727273,
-      "f": 0.5925925926
     },
     "PERCENT": {
       "p": 1.0,
       "r": 1.0,
       "f": 1.0
     },
-    "PERSON": {
-      "p": 0.7843137255,
-      "r": 0.8,
-      "f": 0.7920792079
-    },
-    "FAC": {
-      "p": 0.3,
-      "r": 0.15,
-      "f": 0.2
-    },
-    "ORG": {
-      "p": 0.5454545455,
-      "r": 0.7346938776,
-      "f": 0.6260869565
-    },
-    "EVENT": {
-      "p": 0.4705882353,
-      "r": 0.4705882353,
-      "f": 0.4705882353
-    },
     "WORK_OF_ART": {
-      "p": 0.5757575758,
-      "r": 0.4634146341,
-      "f": 0.5135135135
     },
     "LANGUAGE": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
     "TIME": {
-      "p": 0.8333333333,
-      "r": 0.8333333333,
-      "f": 0.8333333333
     },
     "LAW": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     }
   },
-  "pos_acc": 0.9314809819
 }

   "token_p": 1.0,
   "token_r": 1.0,
   "token_f": 1.0,
+  "sents_p": 0.8,
+  "sents_r": 0.6753246753,
+  "sents_f": 0.7323943662,
+  "dep_uas": 0.6771344455,
+  "dep_las": 0.5201177625,
   "dep_las_per_type": {
     "nsubj": {
+      "p": 0.6756756757,
+      "r": 0.6578947368,
+      "f": 0.6666666667
     },
     "root": {
+      "p": 0.7692307692,
+      "r": 0.7142857143,
+      "f": 0.7407407407
     },
     "cc": {
+      "p": 0.8947368421,
+      "r": 0.6071428571,
+      "f": 0.7234042553
     },
     "relcl": {
+      "p": 0.4137931034,
+      "r": 0.4615384615,
+      "f": 0.4363636364
     },
     "pozm": {
+      "p": 0.75,
+      "r": 0.2727272727,
+      "f": 0.4
     },
     "poss": {
       "p": 0.0,
       "f": 0.0
     },
     "aux": {
+      "p": 0.4523809524,
+      "r": 0.5757575758,
+      "f": 0.5066666667
     },
     "prep": {
+      "p": 0.737704918,
+      "r": 0.75,
+      "f": 0.7438016529
     },
     "iobj": {
       "p": 0.0,
       "f": 0.0
     },
     "pozv": {
+      "p": 0.2,
       "r": 0.1333333333,
+      "f": 0.16
     },
     "quantmod": {
       "p": 0.0,
       "f": 0.0
     },
     "att": {
+      "p": 0.7555555556,
+      "r": 0.6538461538,
+      "f": 0.7010309278
     },
     "det": {
       "p": 0.0,
       "f": 0.0
     },
     "dep": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
     },
     "dobj": {
+      "p": 0.4411764706,
+      "r": 0.5,
+      "f": 0.46875
     },
     "ppdo": {
+      "p": 0.6666666667,
+      "r": 0.2666666667,
+      "f": 0.380952381
     },
     "neg": {
       "p": 0.5555555556,
       "f": 0.5
     },
     "pobj": {
+      "p": 0.4090909091,
+      "r": 0.5625,
+      "f": 0.4736842105
     },
     "mwe": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
     "advmod": {
+      "p": 0.5,
+      "r": 0.5,
+      "f": 0.5
+    },
+    "appos": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
       "f": 0.0
     }
   },
+  "speed": 2051.0399713997,
+  "ents_p": 0.7472245944,
+  "ents_r": 0.7446808511,
+  "ents_f": 0.7459505541,
   "ents_per_type": {
     "GPE": {
+      "p": 0.8711943794,
+      "r": 0.8773584906,
+      "f": 0.8742655699
+    },
+    "LOC": {
+      "p": 0.6933333333,
+      "r": 0.5977011494,
+      "f": 0.6419753086
     },
     "QUANTITY": {
+      "p": 0.725,
+      "r": 0.7073170732,
+      "f": 0.7160493827
     },
     "CARDINAL": {
+      "p": 0.68,
+      "r": 0.7234042553,
+      "f": 0.7010309278
     },
     "DATE": {
+      "p": 0.7397260274,
+      "r": 0.7605633803,
+      "f": 0.75
     },
+    "PERSON": {
+      "p": 0.7834394904,
+      "r": 0.82,
+      "f": 0.8013029316
+    },
+    "ORG": {
+      "p": 0.5737704918,
+      "r": 0.7142857143,
+      "f": 0.6363636364
     },
     "NORP": {
+      "p": 0.4262295082,
+      "r": 0.4,
+      "f": 0.4126984127
     },
     "MONEY": {
+      "p": 1.0,
+      "r": 1.0,
+      "f": 1.0
     },
     "ORDINAL": {
       "p": 0.5,
+      "r": 0.6363636364,
+      "f": 0.56
     },
     "PERCENT": {
       "p": 1.0,
       "r": 1.0,
       "f": 1.0
     },
     "WORK_OF_ART": {
+      "p": 0.6111111111,
+      "r": 0.5365853659,
+      "f": 0.5714285714
     },
     "LANGUAGE": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
+    "FAC": {
+      "p": 0.2222222222,
+      "r": 0.1,
+      "f": 0.1379310345
+    },
     "TIME": {
+      "p": 1.0,
+      "r": 0.6666666667,
+      "f": 0.8
+    },
+    "EVENT": {
+      "p": 0.5294117647,
+      "r": 0.5294117647,
+      "f": 0.5294117647
     },
     "LAW": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
+    },
+    "PRODUCT": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
     }
   },
+  "pos_acc": 0.9260857837
 }

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_md",
-  "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":20000,
@@ -106,36 +106,36 @@
     "token_p":1.0,
     "token_r":1.0,
     "token_f":1.0,
-    "sents_p":0.6666666667,
-    "sents_r":0.6493506494,
-    "sents_f":0.6578947368,
-    "dep_uas":0.6836434868,
-    "dep_las":0.5190989226,
     "dep_las_per_type":{
       "nsubj":{
-        "p":0.6857142857,
-        "r":0.6315789474,
-        "f":0.6575342466
       },
       "root":{
-        "p":0.76,
-        "r":0.8142857143,
-        "f":0.7862068966
       },
       "cc":{
-        "p":0.8888888889,
-        "r":0.5714285714,
-        "f":0.6956521739
       },
       "relcl":{
-        "p":0.4210526316,
-        "r":0.3076923077,
-        "f":0.3555555556
       },
       "pozm":{
-        "p":0.8333333333,
-        "r":0.4545454545,
-        "f":0.5882352941
       },
       "poss":{
         "p":0.0,
@@ -143,14 +143,14 @@
         "f":0.0
       },
       "aux":{
-        "p":0.5882352941,
-        "r":0.6060606061,
-        "f":0.5970149254
       },
       "prep":{
-        "p":0.6825396825,
-        "r":0.7166666667,
-        "f":0.6991869919
       },
       "iobj":{
         "p":0.0,
@@ -158,9 +158,9 @@
         "f":0.0
       },
       "pozv":{
-        "p":0.1818181818,
         "r":0.1333333333,
-        "f":0.1538461538
       },
       "quantmod":{
         "p":0.0,
@@ -168,9 +168,9 @@
         "f":0.0
       },
       "att":{
-        "p":0.7254901961,
-        "r":0.7115384615,
-        "f":0.7184466019
       },
       "det":{
         "p":0.0,
@@ -183,19 +183,19 @@
         "f":0.0
       },
       "dep":{
-        "p":0.0138888889,
-        "r":0.3333333333,
-        "f":0.0266666667
       },
       "dobj":{
-        "p":0.4126984127,
-        "r":0.4333333333,
-        "f":0.4227642276
       },
       "ppdo":{
-        "p":0.7142857143,
-        "r":0.3333333333,
-        "f":0.4545454545
       },
       "neg":{
         "p":0.5555555556,
@@ -203,9 +203,9 @@
         "f":0.5
       },
       "pobj":{
-        "p":0.5,
-        "r":0.5,
-        "f":0.5
       },
       "mwe":{
         "p":0.0,
@@ -217,12 +217,12 @@
         "r":0.0,
         "f":0.0
       },
-      "appos":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
-      },
       "advmod":{
         "p":0.0,
         "r":0.0,
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@@ -263,103 +263,103 @@
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