Update spaCy pipeline

Browse files

Files changed (11) hide show

README.md +18 -18
accuracy.json +110 -110
attribute_ruler/patterns +0 -0
config.cfg +7 -6
meta.json +113 -113
mk_core_news_sm-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: 0.7252368648
     - name: NER Recall
       type: recall
-      value: 0.7165957447
     - name: NER F Score
       type: f_score
-      value: 0.720890411
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
-      value: 0.9185325061
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
-      value: 0.6280667321
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
-      value: 0.4553483808
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
-      value: 0.6802721088
 ---
 ### Details: https://spacy.io/models/mk#mk_core_news_sm
@@ -57,8 +57,8 @@ Macedonian pipeline optimized for CPU. Components: tok2vec, morphologizer, parse
 | Feature | Description |
 | --- | --- |
 | **Name** | `mk_core_news_sm` |
-| **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** | 0 keys, 0 unique vectors (0 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` | 71.43 |
-| `SENTS_R` | 64.94 |
-| `SENTS_F` | 68.03 |
-| `DEP_UAS` | 62.81 |
-| `DEP_LAS` | 45.53 |
-| `ENTS_P` | 72.52 |
-| `ENTS_R` | 71.66 |
-| `ENTS_F` | 72.09 |
-| `POS_ACC` | 91.85 |

     metrics:
     - name: NER Precision
       type: precision
+      value: 0.7264808362
     - name: NER Recall
       type: recall
+      value: 0.709787234
     - name: NER F Score
       type: f_score
+      value: 0.7180370211
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
+      value: 0.9198813056
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
+      value: 0.6463654224
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
+      value: 0.4754420432
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
+      value: 0.7297297297
 ---
 ### Details: https://spacy.io/models/mk#mk_core_news_sm
 | Feature | Description |
 | --- | --- |
 | **Name** | `mk_core_news_sm` |
+| **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** | 0 keys, 0 unique vectors (0 dimensions) |
 | `TOKEN_P` | 100.00 |
 | `TOKEN_R` | 100.00 |
 | `TOKEN_F` | 100.00 |
+| `SENTS_P` | 76.06 |
+| `SENTS_R` | 70.13 |
+| `SENTS_F` | 72.97 |
+| `DEP_UAS` | 64.64 |
+| `DEP_LAS` | 47.54 |
+| `ENTS_P` | 72.65 |
+| `ENTS_R` | 70.98 |
+| `ENTS_F` | 71.80 |
+| `POS_ACC` | 91.99 |

accuracy.json CHANGED Viewed

@@ -3,36 +3,36 @@
   "token_p": 1.0,
   "token_r": 1.0,
   "token_f": 1.0,
-  "sents_p": 0.7142857143,
-  "sents_r": 0.6493506494,
-  "sents_f": 0.6802721088,
-  "dep_uas": 0.6280667321,
-  "dep_las": 0.4553483808,
   "dep_las_per_type": {
     "nsubj": {
-      "p": 0.4210526316,
-      "r": 0.4210526316,
-      "f": 0.4210526316
     },
     "root": {
-      "p": 0.6571428571,
-      "r": 0.6571428571,
-      "f": 0.6571428571
     },
     "cc": {
-      "p": 0.8888888889,
-      "r": 0.5714285714,
-      "f": 0.6956521739
     },
     "relcl": {
-      "p": 0.35,
-      "r": 0.2692307692,
-      "f": 0.3043478261
     },
     "pozm": {
-      "p": 0.75,
       "r": 0.2727272727,
-      "f": 0.4
     },
     "poss": {
       "p": 0.0,
@@ -40,24 +40,24 @@
       "f": 0.0
     },
     "aux": {
-      "p": 0.5675675676,
-      "r": 0.6363636364,
-      "f": 0.6
     },
     "prep": {
-      "p": 0.5733333333,
-      "r": 0.7166666667,
-      "f": 0.637037037
     },
     "iobj": {
-      "p": 0.0,
-      "r": 0.0,
-      "f": 0.0
     },
     "pozv": {
-      "p": 0.3333333333,
-      "r": 0.2666666667,
-      "f": 0.2962962963
     },
     "quantmod": {
       "p": 0.0,
@@ -65,9 +65,9 @@
       "f": 0.0
     },
     "att": {
-      "p": 0.6170212766,
-      "r": 0.5576923077,
-      "f": 0.5858585859
     },
     "det": {
       "p": 0.0,
@@ -80,41 +80,41 @@
       "f": 0.0
     },
     "dep": {
-      "p": 0.0142857143,
-      "r": 0.3333333333,
-      "f": 0.0273972603
     },
     "dobj": {
-      "p": 0.3770491803,
-      "r": 0.3833333333,
-      "f": 0.3801652893
     },
     "ppdo": {
-      "p": 0.5,
-      "r": 0.1333333333,
-      "f": 0.2105263158
     },
     "neg": {
-      "p": 0.75,
       "r": 0.5454545455,
-      "f": 0.6315789474
-    },
-    "pobj": {
-      "p": 0.4054054054,
-      "r": 0.46875,
-      "f": 0.4347826087
     },
-    "mwe": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
-    "ppio": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
-    "advmod": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
@@ -160,95 +160,95 @@
       "f": 0.0
     }
   },
-  "speed": 2195.0892767476,
-  "ents_p": 0.7252368648,
-  "ents_r": 0.7165957447,
-  "ents_f": 0.720890411,
   "ents_per_type": {
-    "NORP": {
-      "p": 0.4259259259,
-      "r": 0.3538461538,
-      "f": 0.3865546218
-    },
     "LOC": {
-      "p": 0.6231884058,
       "r": 0.4942528736,
-      "f": 0.5512820513
     },
     "GPE": {
-      "p": 0.875862069,
-      "r": 0.8985849057,
-      "f": 0.8870779977
     },
     "QUANTITY": {
-      "p": 0.6170212766,
       "r": 0.7073170732,
-      "f": 0.6590909091
     },
     "CARDINAL": {
-      "p": 0.6875,
       "r": 0.7021276596,
-      "f": 0.6947368421
-    },
-    "ORG": {
-      "p": 0.53125,
-      "r": 0.693877551,
-      "f": 0.6017699115
-    },
-    "PERSON": {
-      "p": 0.6734693878,
-      "r": 0.66,
-      "f": 0.6666666667
     },
     "DATE": {
-      "p": 0.7046979866,
-      "r": 0.7394366197,
-      "f": 0.7216494845
     },
-    "MONEY": {
-      "p": 0.3333333333,
-      "r": 0.5,
-      "f": 0.4
     },
     "ORDINAL": {
-      "p": 0.5454545455,
       "r": 0.5454545455,
-      "f": 0.5454545455
     },
     "PERCENT": {
       "p": 1.0,
       "r": 1.0,
       "f": 1.0
     },
-    "WORK_OF_ART": {
-      "p": 0.6451612903,
-      "r": 0.487804878,
-      "f": 0.5555555556
     },
-    "FAC": {
-      "p": 0.125,
-      "r": 0.05,
-      "f": 0.0714285714
     },
     "LANGUAGE": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
-    "TIME": {
-      "p": 0.7142857143,
-      "r": 0.8333333333,
-      "f": 0.7692307692
     },
-    "EVENT": {
       "p": 0.6666666667,
-      "r": 0.7058823529,
-      "f": 0.6857142857
     },
-    "PRODUCT": {
-      "p": 0.5,
-      "r": 0.2,
-      "f": 0.2857142857
     },
     "LAW": {
       "p": 0.0,
@@ -256,5 +256,5 @@
       "f": 0.0
     }
   },
-  "pos_acc": 0.9185325061
 }

   "token_p": 1.0,
   "token_r": 1.0,
   "token_f": 1.0,
+  "sents_p": 0.7605633803,
+  "sents_r": 0.7012987013,
+  "sents_f": 0.7297297297,
+  "dep_uas": 0.6463654224,
+  "dep_las": 0.4754420432,
   "dep_las_per_type": {
     "nsubj": {
+      "p": 0.4871794872,
+      "r": 0.5,
+      "f": 0.4935064935
     },
     "root": {
+      "p": 0.7183098592,
+      "r": 0.7285714286,
+      "f": 0.7234042553
     },
     "cc": {
+      "p": 0.8823529412,
+      "r": 0.5357142857,
+      "f": 0.6666666667
     },
     "relcl": {
+      "p": 0.2777777778,
+      "r": 0.1923076923,
+      "f": 0.2272727273
     },
     "pozm": {
+      "p": 0.6,
       "r": 0.2727272727,
+      "f": 0.375
     },
     "poss": {
       "p": 0.0,
       "f": 0.0
     },
     "aux": {
+      "p": 0.5897435897,
+      "r": 0.696969697,
+      "f": 0.6388888889
     },
     "prep": {
+      "p": 0.7258064516,
+      "r": 0.75,
+      "f": 0.737704918
     },
     "iobj": {
+      "p": 0.0714285714,
+      "r": 0.125,
+      "f": 0.0909090909
     },
     "pozv": {
+      "p": 0.375,
+      "r": 0.2,
+      "f": 0.2608695652
     },
     "quantmod": {
       "p": 0.0,
       "f": 0.0
     },
     "att": {
+      "p": 0.6428571429,
+      "r": 0.5192307692,
+      "f": 0.5744680851
     },
     "det": {
       "p": 0.0,
       "f": 0.0
     },
     "dep": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
     },
     "dobj": {
+      "p": 0.4098360656,
+      "r": 0.4166666667,
+      "f": 0.4132231405
     },
     "ppdo": {
+      "p": 0.75,
+      "r": 0.4,
+      "f": 0.5217391304
     },
     "neg": {
+      "p": 0.6,
       "r": 0.5454545455,
+      "f": 0.5714285714
     },
+    "advmod": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
+    "pobj": {
+      "p": 0.3939393939,
+      "r": 0.40625,
+      "f": 0.4
+    },
+    "mwe": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
+    "ppio": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
       "f": 0.0
     }
   },
+  "speed": 1969.1332574144,
+  "ents_p": 0.7264808362,
+  "ents_r": 0.709787234,
+  "ents_f": 0.7180370211,
   "ents_per_type": {
     "LOC": {
+      "p": 0.7288135593,
       "r": 0.4942528736,
+      "f": 0.5890410959
     },
     "GPE": {
+      "p": 0.8823529412,
+      "r": 0.8844339623,
+      "f": 0.8833922261
     },
     "QUANTITY": {
+      "p": 0.7631578947,
       "r": 0.7073170732,
+      "f": 0.7341772152
+    },
+    "PERSON": {
+      "p": 0.6585365854,
+      "r": 0.72,
+      "f": 0.6878980892
     },
     "CARDINAL": {
+      "p": 0.6168224299,
       "r": 0.7021276596,
+      "f": 0.6567164179
     },
     "DATE": {
+      "p": 0.7253521127,
+      "r": 0.7253521127,
+      "f": 0.7253521127
     },
+    "NORP": {
+      "p": 0.4509803922,
+      "r": 0.3538461538,
+      "f": 0.3965517241
+    },
+    "PRODUCT": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
     },
     "ORDINAL": {
+      "p": 0.5,
       "r": 0.5454545455,
+      "f": 0.5217391304
     },
     "PERCENT": {
       "p": 1.0,
       "r": 1.0,
       "f": 1.0
     },
+    "MONEY": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
     },
+    "ORG": {
+      "p": 0.5087719298,
+      "r": 0.5918367347,
+      "f": 0.5471698113
+    },
+    "WORK_OF_ART": {
+      "p": 0.5277777778,
+      "r": 0.4634146341,
+      "f": 0.4935064935
     },
     "LANGUAGE": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
+    "FAC": {
+      "p": 0.25,
+      "r": 0.15,
+      "f": 0.1875
     },
+    "TIME": {
       "p": 0.6666666667,
+      "r": 0.6666666667,
+      "f": 0.6666666667
     },
+    "EVENT": {
+      "p": 0.5882352941,
+      "r": 0.5882352941,
+      "f": 0.5882352941
     },
     "LAW": {
       "p": 0.0,
       "f": 0.0
     }
   },
+  "pos_acc": 0.9198813056
 }

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 = false
 [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 = false
 [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 = false
 [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 = false
 [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 = false
 [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 = false
 [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_sm",
-  "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":0,
     "vectors":0,
@@ -106,36 +106,36 @@
     "token_p":1.0,
     "token_r":1.0,
     "token_f":1.0,
-    "sents_p":0.7142857143,
-    "sents_r":0.6493506494,
-    "sents_f":0.6802721088,
-    "dep_uas":0.6280667321,
-    "dep_las":0.4553483808,
     "dep_las_per_type":{
       "nsubj":{
-        "p":0.4210526316,
-        "r":0.4210526316,
-        "f":0.4210526316
       },
       "root":{
-        "p":0.6571428571,
-        "r":0.6571428571,
-        "f":0.6571428571
       },
       "cc":{
-        "p":0.8888888889,
-        "r":0.5714285714,
-        "f":0.6956521739
       },
       "relcl":{
-        "p":0.35,
-        "r":0.2692307692,
-        "f":0.3043478261
       },
       "pozm":{
-        "p":0.75,
         "r":0.2727272727,
-        "f":0.4
       },
       "poss":{
         "p":0.0,
@@ -143,24 +143,24 @@
         "f":0.0
       },
       "aux":{
-        "p":0.5675675676,
-        "r":0.6363636364,
-        "f":0.6
       },
       "prep":{
-        "p":0.5733333333,
-        "r":0.7166666667,
-        "f":0.637037037
       },
       "iobj":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
       },
       "pozv":{
-        "p":0.3333333333,
-        "r":0.2666666667,
-        "f":0.2962962963
       },
       "quantmod":{
         "p":0.0,
@@ -168,9 +168,9 @@
         "f":0.0
       },
       "att":{
-        "p":0.6170212766,
-        "r":0.5576923077,
-        "f":0.5858585859
       },
       "det":{
         "p":0.0,
@@ -183,41 +183,41 @@
         "f":0.0
       },
       "dep":{
-        "p":0.0142857143,
-        "r":0.3333333333,
-        "f":0.0273972603
       },
       "dobj":{
-        "p":0.3770491803,
-        "r":0.3833333333,
-        "f":0.3801652893
       },
       "ppdo":{
-        "p":0.5,
-        "r":0.1333333333,
-        "f":0.2105263158
       },
       "neg":{
-        "p":0.75,
         "r":0.5454545455,
-        "f":0.6315789474
-      },
-      "pobj":{
-        "p":0.4054054054,
-        "r":0.46875,
-        "f":0.4347826087
       },
-      "mwe":{
         "p":0.0,
         "r":0.0,
         "f":0.0
       },
-      "ppio":{
         "p":0.0,
         "r":0.0,
         "f":0.0
       },
-      "advmod":{
         "p":0.0,
         "r":0.0,
         "f":0.0
@@ -263,95 +263,95 @@
         "f":0.0
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   "author":"Explosion",
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   "url":"https://explosion.ai",
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