Update spaCy pipeline

.gitattributes

@@ -19,3 +19,5 @@
 *strings.json filter=lfs diff=lfs merge=lfs -text
 vectors filter=lfs diff=lfs merge=lfs -text
 model filter=lfs diff=lfs merge=lfs -text
+*key2row filter=lfs diff=lfs merge=lfs -text
+*tokenizer filter=lfs diff=lfs merge=lfs -text

README.md

@@ -8,40 +8,55 @@ license: lgpl-lr
 model-index:
 - name: fr_dep_news_trf
   results:
+  - task:
+      name: TAG
+      type: token-classification
+    metrics:
+    - name: TAG (XPOS) Accuracy
+      type: accuracy
+      value: 0.9580239274
   - task:
       name: POS
       type: token-classification
     metrics:
-    - name: POS Accuracy
+    - name: POS (UPOS) Accuracy
       type: accuracy
-      value: 0.9573063834
+      value: 0.9871080858
   - task:
-      name: SENTER
+      name: MORPH
       type: token-classification
     metrics:
-    - name: SENTER Precision
-      type: precision
-      value: 0.8835616438
-    - name: SENTER Recall
-      type: recall
-      value: 0.9393203883
-    - name: SENTER F Score
-      type: f_score
-      value: 0.9105882353
+    - name: Morph (UFeats) Accuracy
+      type: accuracy
+      value: 0.9790173738
   - task:
-      name: UNLABELED_DEPENDENCIES
+      name: LEMMA
       type: token-classification
     metrics:
-    - name: Unlabeled Dependencies Accuracy
+    - name: Lemma Accuracy
       type: accuracy
-      value: 0.9492309471
+      value: 0.9122482532
+  - task:
+      name: UNLABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Unlabeled Attachment Score (UAS)
+      type: f_score
+      value: 0.947216113
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
-    - name: Labeled Dependencies Accuracy
-      type: accuracy
-      value: 0.9492309471
+    - name: Labeled Attachment Score (LAS)
+      type: f_score
+      value: 0.9271002083
+  - task:
+      name: SENTS
+      type: token-classification
+    metrics:
+    - name: Sentences F-Score
+      type: f_score
+      value: 0.9377990431
 ---
 ### Details: https://spacy.io/models/fr#fr_dep_news_trf
 
@@ -50,8 +65,8 @@ French transformer pipeline (camembert-base). Components: transformer, morpholog
 | Feature | Description |
 | --- | --- |
 | **Name** | `fr_dep_news_trf` |
-| **Version** | `3.2.0` |
-| **spaCy** | `>=3.2.0,<3.3.0` |
+| **Version** | `3.3.0` |
+| **spaCy** | `>=3.3.0.dev0,<3.4.0` |
 | **Default Pipeline** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer` |
 | **Components** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
@@ -80,15 +95,15 @@ French transformer pipeline (camembert-base). Components: transformer, morpholog
 | `TOKEN_P` | 98.44 |
 | `TOKEN_R` | 98.96 |
 | `TOKEN_F` | 98.70 |
-| `POS_ACC` | 98.64 |
-| `MORPH_ACC` | 97.92 |
-| `MORPH_MICRO_P` | 99.34 |
-| `MORPH_MICRO_R` | 99.08 |
-| `MORPH_MICRO_F` | 99.21 |
-| `SENTS_P` | 88.36 |
-| `SENTS_R` | 93.93 |
-| `SENTS_F` | 91.06 |
-| `DEP_UAS` | 94.92 |
-| `DEP_LAS` | 92.96 |
-| `TAG_ACC` | 95.73 |
-| `LEMMA_ACC` | 91.18 |
+| `POS_ACC` | 98.71 |
+| `MORPH_ACC` | 97.90 |
+| `MORPH_MICRO_P` | 99.40 |
+| `MORPH_MICRO_R` | 99.06 |
+| `MORPH_MICRO_F` | 99.23 |
+| `SENTS_P` | 92.45 |
+| `SENTS_R` | 95.15 |
+| `SENTS_F` | 93.78 |
+| `DEP_UAS` | 94.72 |
+| `DEP_LAS` | 92.71 |
+| `TAG_ACC` | 95.80 |
+| `LEMMA_ACC` | 91.22 |

accuracy.json

@@ -3,56 +3,56 @@
   "token_p": 0.9844389844,
   "token_r": 0.9896058454,
   "token_f": 0.9870156531,
-  "pos_acc": 0.9863875425,
-  "morph_acc": 0.9791731106,
-  "morph_micro_p": 0.9934029687,
-  "morph_micro_r": 0.9908005361,
-  "morph_micro_f": 0.9921000458,
+  "pos_acc": 0.9871080858,
+  "morph_acc": 0.9790173738,
+  "morph_micro_p": 0.9940090476,
+  "morph_micro_r": 0.9906177653,
+  "morph_micro_f": 0.992310509,
   "morph_per_feat": {
     "Definite": {
-      "p": 0.9985358712,
+      "p": 0.9978054133,
       "r": 0.995620438,
-      "f": 0.9970760234
+      "f": 0.9967117282
     },
     "Number": {
-      "p": 0.9959409594,
-      "r": 0.9937407953,
-      "f": 0.9948396609
+      "p": 0.9952020668,
+      "r": 0.992820324,
+      "f": 0.9940097687
     },
     "PronType": {
-      "p": 0.9974293059,
-      "r": 0.9929622521,
-      "f": 0.9951907663
+      "p": 0.9980694981,
+      "r": 0.9923224568,
+      "f": 0.9951876805
     },
     "Gender": {
-      "p": 0.988963039,
-      "r": 0.9846664963,
-      "f": 0.9868100909
+      "p": 0.9892141757,
+      "r": 0.9844109379,
+      "f": 0.9868067119
     },
     "Mood": {
-      "p": 0.9946619217,
-      "r": 0.9928952043,
-      "f": 0.9937777778
+      "p": 0.9982206406,
+      "r": 0.9964476021,
+      "f": 0.9973333333
     },
     "Person": {
-      "p": 0.9974683544,
-      "r": 0.9911949686,
-      "f": 0.9943217666
+      "p": 0.997471555,
+      "r": 0.9924528302,
+      "f": 0.9949558638
     },
     "Tense": {
-      "p": 0.9868421053,
+      "p": 0.991861648,
       "r": 0.9959141982,
-      "f": 0.9913573971
+      "f": 0.993883792
     },
     "VerbForm": {
-      "p": 0.9901153213,
+      "p": 0.994210091,
       "r": 0.9950331126,
-      "f": 0.9925681255
+      "f": 0.9946214315
     },
     "NumType": {
-      "p": 0.9927797834,
-      "r": 0.9385665529,
-      "f": 0.9649122807
+      "p": 0.9928057554,
+      "r": 0.9419795222,
+      "f": 0.9667250438
     },
     "Reflex": {
       "p": 1.0,
@@ -60,9 +60,9 @@
       "f": 1.0
     },
     "Voice": {
-      "p": 0.9568965517,
+      "p": 0.9652173913,
       "r": 0.9910714286,
-      "f": 0.9736842105
+      "f": 0.9779735683
     },
     "Poss": {
       "p": 1.0,
@@ -75,116 +75,116 @@
       "f": 1.0
     }
   },
-  "sents_p": 0.8835616438,
-  "sents_r": 0.9393203883,
-  "sents_f": 0.9105882353,
-  "dep_uas": 0.9492309471,
-  "dep_las": 0.9295953757,
+  "sents_p": 0.9245283019,
+  "sents_r": 0.9514563107,
+  "sents_f": 0.9377990431,
+  "dep_uas": 0.947216113,
+  "dep_las": 0.9271002083,
   "dep_las_per_type": {
     "det": {
-      "p": 0.9871382637,
-      "r": 0.9911218725,
-      "f": 0.9891260572
+      "p": 0.9902991108,
+      "r": 0.988700565,
+      "f": 0.9894991922
     },
     "nsubj": {
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-      "r": 0.9590361446,
-      "f": 0.95215311
+      "p": 0.9452380952,
+      "r": 0.956626506,
+      "f": 0.9508982036
     },
     "aux:tense": {
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+      "p": 0.9609375,
       "r": 0.984,
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+      "f": 0.9723320158
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     "root": {
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       "r": 0.9781553398,
-      "f": 0.9471210341
+      "f": 0.9618138425
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     "obj": {
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-      "r": 0.9198813056,
-      "f": 0.9323308271
+      "p": 0.936746988,
+      "r": 0.9228486647,
+      "f": 0.9297458894
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     "cc": {
-      "p": 0.9495412844,
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-      "f": 0.9517241379
+      "p": 0.9541284404,
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     "case": {
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     "obl:mod": {
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     "nummod": {
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+      "p": 0.8571428571,
+      "r": 0.8670520231,
+      "f": 0.8620689655
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     "mark": {
-      "p": 0.9733333333,
-      "r": 0.9647577093,
-      "f": 0.9690265487
+      "p": 0.9692982456,
+      "r": 0.9735682819,
+      "f": 0.9714285714
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     "xcomp": {
-      "p": 0.9350649351,
-      "r": 0.9536423841,
-      "f": 0.9442622951
+      "p": 0.9225806452,
+      "r": 0.9470198675,
+      "f": 0.9346405229
     },
     "flat:name": {
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+      "p": 0.9714285714,
       "r": 0.9714285714,
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+      "f": 0.9714285714
     },
     "cop": {
-      "p": 0.9659090909,
-      "r": 0.9444444444,
-      "f": 0.9550561798
+      "p": 0.9333333333,
+      "r": 0.9333333333,
+      "f": 0.9333333333
     },
     "advmod": {
-      "p": 0.9361022364,
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-      "f": 0.9272151899
+      "p": 0.9381107492,
+      "r": 0.9028213166,
+      "f": 0.9201277955
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     "obl:arg": {
-      "p": 0.8878923767,
-      "r": 0.9,
-      "f": 0.8939051919
+      "p": 0.8828828829,
+      "r": 0.8909090909,
+      "f": 0.8868778281
     },
     "appos": {
-      "p": 0.7078651685,
-      "r": 0.7590361446,
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+      "p": 0.6931818182,
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     "nsubj:pass": {
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+      "p": 1.0,
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+      "f": 0.9820359281
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     "aux:pass": {
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@@ -192,14 +192,14 @@
       "f": 0.9910714286
     },
     "acl:relcl": {
-      "p": 0.8795180723,
-      "r": 0.8488372093,
-      "f": 0.8639053254
+      "p": 0.8604651163,
+      "r": 0.8604651163,
+      "f": 0.8604651163
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     "advcl": {
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+      "p": 0.756097561,
+      "r": 0.7948717949,
+      "f": 0.775
     },
     "fixed": {
       "p": 0.9529411765,
@@ -207,44 +207,44 @@
       "f": 0.8756756757
     },
     "dep": {
-      "p": 0.2388059701,
-      "r": 0.5517241379,
-      "f": 0.3333333333
+      "p": 0.2931034483,
+      "r": 0.5862068966,
+      "f": 0.3908045977
     },
     "expl:subj": {
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+      "p": 0.8965517241,
       "r": 0.8125,
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+      "f": 0.8524590164
     },
     "expl:comp": {
-      "p": 0.75,
-      "r": 1.0,
-      "f": 0.8571428571
+      "p": 0.7179487179,
+      "r": 0.9333333333,
+      "f": 0.8115942029
     },
     "expl:pass": {
       "p": 0.75,
       "r": 0.4285714286,
       "f": 0.5454545455
     },
-    "obl:agent": {
-      "p": 0.975,
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-      "f": 0.9512195122
-    },
     "ccomp": {
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-      "f": 0.9504950495
+      "p": 0.98,
+      "r": 0.9607843137,
+      "f": 0.9702970297
     },
     "parataxis": {
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-      "f": 0.7037037037
+      "p": 0.7272727273,
+      "r": 0.5714285714,
+      "f": 0.64
     },
     "iobj": {
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+      "p": 0.6842105263,
       "r": 0.52,
-      "f": 0.6046511628
+      "f": 0.5909090909
+    },
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     "nsubj:caus": {
       "p": 0.0,
@@ -267,9 +267,9 @@
       "f": 0.0
     },
     "vocative": {
-      "p": 1.0,
+      "p": 0.8333333333,
       "r": 0.625,
-      "f": 0.7692307692
+      "f": 0.7142857143
     },
     "dislocated": {
       "p": 0.0,
@@ -277,9 +277,9 @@
       "f": 0.0
     },
     "flat:foreign": {
-      "p": 1.0,
+      "p": 0.75,
       "r": 0.4285714286,
-      "f": 0.6
+      "f": 0.5454545455
     },
     "orphan": {
       "p": 0.0,
@@ -297,7 +297,7 @@
       "f": 0.0
     }
   },
-  "tag_acc": 0.9573063834,
-  "lemma_acc": 0.911837238,
-  "speed": 1637.6043941996
+  "tag_acc": 0.9580239274,
+  "lemma_acc": 0.9122482532,
+  "speed": 484.5019750434
 }

config.cfg

@@ -39,8 +39,9 @@ overwrite = true
 scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
 
 [components.morphologizer.model]
-@architectures = "spacy.Tagger.v1"
+@architectures = "spacy.Tagger.v2"
 nO = null
+normalize = false
 
 [components.morphologizer.model.tok2vec]
 @architectures = "spacy-transformers.TransformerListener.v1"
@@ -120,7 +121,7 @@ dropout = 0.1
 accumulate_gradient = 3
 patience = 5000
 max_epochs = 0
-max_steps = 20000
+max_steps = 16000
 eval_frequency = 1000
 frozen_components = []
 before_to_disk = null

fr_dep_news_trf-any-py3-none-any.whl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:620ddfdd1ca028837fbc8686f8f22738dbc7d34754c7a293a9cef07a166ef8bf
-size 400717231
+oid sha256:c011eb4592353ee7f6dc3aee8ea54dd26954176a93c29eca9d11b14b92c0a69e
+size 400758890

meta.json

@@ -1,14 +1,14 @@
 {
   "lang":"fr",
   "name":"dep_news_trf",
-  "version":"3.2.0",
+  "version":"3.3.0",
   "description":"French transformer pipeline (camembert-base). Components: transformer, morphologizer, parser, attribute_ruler, lemmatizer.",
   "author":"Explosion",
   "email":"contact@explosion.ai",
   "url":"https://explosion.ai",
   "license":"LGPL-LR",
-  "spacy_version":">=3.2.0,<3.3.0",
-  "spacy_git_version":"bb26550e2",
+  "spacy_version":">=3.3.0.dev0,<3.4.0",
+  "spacy_git_version":"849bef2de",
   "vectors":{
     "width":0,
     "vectors":0,
@@ -284,56 +284,56 @@
     "token_p":0.9844389844,
     "token_r":0.9896058454,
     "token_f":0.9870156531,
-    "pos_acc":0.9863875425,
-    "morph_acc":0.9791731106,
-    "morph_micro_p":0.9934029687,
-    "morph_micro_r":0.9908005361,
-    "morph_micro_f":0.9921000458,
+    "pos_acc":0.9871080858,
+    "morph_acc":0.9790173738,
+    "morph_micro_p":0.9940090476,
+    "morph_micro_r":0.9906177653,
+    "morph_micro_f":0.992310509,
     "morph_per_feat":{
       "Definite":{
-        "p":0.9985358712,
+        "p":0.9978054133,
         "r":0.995620438,
-        "f":0.9970760234
+        "f":0.9967117282
       },
       "Number":{
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-        "f":0.9948396609
+        "p":0.9952020668,
+        "r":0.992820324,
+        "f":0.9940097687
       },
       "PronType":{
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-        "f":0.9951907663
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+        "f":0.9951876805
       },
       "Gender":{
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-        "f":0.9868100909
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+        "r":0.9844109379,
+        "f":0.9868067119
       },
       "Mood":{
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+        "p":0.9982206406,
+        "r":0.9964476021,
+        "f":0.9973333333
       },
       "Person":{
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+        "p":0.997471555,
+        "r":0.9924528302,
+        "f":0.9949558638
       },
       "Tense":{
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+        "p":0.991861648,
         "r":0.9959141982,
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+        "f":0.993883792
       },
       "VerbForm":{
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         "r":0.9950331126,
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       },
       "NumType":{
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+        "p":0.9928057554,
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       "Reflex":{
         "p":1.0,
@@ -341,9 +341,9 @@
         "f":1.0
       },
       "Voice":{
-        "p":0.9568965517,
+        "p":0.9652173913,
         "r":0.9910714286,
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+        "f":0.9779735683
       },
       "Poss":{
         "p":1.0,
@@ -356,116 +356,116 @@
         "f":1.0
       }
     },
-    "sents_p":0.8835616438,
-    "sents_r":0.9393203883,
-    "sents_f":0.9105882353,
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