Update spaCy pipeline

LICENSES_SOURCES

@@ -1,4 +1,4 @@
-# UD French Sequoia v2.5
+# UD French Sequoia v2.8
 
 * Author: Candito, Marie; Seddah, Djamé; Perrier, Guy; Guillaume, Bruno
 * URL: https://github.com/UniversalDependencies/UD_French-Sequoia

README.md

@@ -4,7 +4,7 @@ tags:
 - token-classification
 language:
 - fr
-license: lgpllr
+license: lgpl-lr
 model-index:
 - name: fr_dep_news_trf
   results:
@@ -14,34 +14,34 @@ model-index:
     metrics:
     - name: POS Accuracy
       type: accuracy
-      value: 0.9575257732
+      value: 0.9573063834
   - task:
       name: SENTER
       type: token-classification
     metrics:
     - name: SENTER Precision
       type: precision
-      value: 0.9478672986
+      value: 0.8835616438
     - name: SENTER Recall
       type: recall
-      value: 0.9708737864
+      value: 0.9393203883
     - name: SENTER F Score
       type: f_score
-      value: 0.9592326139
+      value: 0.9105882353
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Dependencies Accuracy
       type: accuracy
-      value: 0.9479347449
+      value: 0.9492309471
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Dependencies Accuracy
       type: accuracy
-      value: 0.9479347449
+      value: 0.9492309471
 ---
 ### Details: https://spacy.io/models/fr#fr_dep_news_trf
 
@@ -50,12 +50,12 @@ French transformer pipeline (camembert-base). Components: transformer, morpholog
 | Feature | Description |
 | --- | --- |
 | **Name** | `fr_dep_news_trf` |
-| **Version** | `3.1.0` |
-| **spaCy** | `>=3.1.0,<3.2.0` |
+| **Version** | `3.2.0` |
+| **spaCy** | `>=3.2.0,<3.3.0` |
 | **Default Pipeline** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer` |
 | **Components** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
-| **Sources** | [UD French Sequoia v2.5](https://github.com/UniversalDependencies/UD_French-Sequoia) (Candito, Marie; Seddah, Djamé; Perrier, Guy; Guillaume, Bruno)<br />[spaCy lookups data](https://github.com/explosion/spacy-lookups-data) (Explosion)<br />[camembert-base](https://huggingface.co/camembert-base) (Martin, Louis and Muller, Benjamin and Suarez, Pedro Javier Ortiz and Dupont, Yoann and Romary, Laurent and de la Clergerie, Eric Villemonte and Seddah, Djame and Sagot, Benoit}) |
+| **Sources** | [UD French Sequoia v2.8](https://github.com/UniversalDependencies/UD_French-Sequoia) (Candito, Marie; Seddah, Djamé; Perrier, Guy; Guillaume, Bruno)<br />[spaCy lookups data](https://github.com/explosion/spacy-lookups-data) (Explosion)<br />[camembert-base](https://huggingface.co/camembert-base) (Martin, Louis and Muller, Benjamin and Suarez, Pedro Javier Ortiz and Dupont, Yoann and Romary, Laurent and de la Clergerie, Eric Villemonte and Seddah, Djame and Sagot, Benoit}) |
 | **License** | `LGPL-LR` |
 | **Author** | [Explosion](https://explosion.ai) |
 
@@ -63,11 +63,11 @@ French transformer pipeline (camembert-base). Components: transformer, morpholog
 
 <details>
 
-<summary>View label scheme (234 labels for 2 components)</summary>
+<summary>View label scheme (232 labels for 2 components)</summary>
 
 | Component | Labels |
 | --- | --- |
-| **`morphologizer`** | `POS=PROPN`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Number=Plur\|POS=PRON\|Person=1`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=SCONJ`, `POS=ADP`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `NumType=Ord\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `POS=PUNCT`, `Gender=Masc\|Number=Sing\|POS=PROPN`, `Number=Plur\|POS=ADJ`, `Gender=Masc\|Number=Plur\|POS=NOUN`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `POS=ADV`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=PROPN`, `Definite=Def\|Number=Sing\|POS=DET\|PronType=Art`, `NumType=Card\|POS=NUM`, `Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=ADJ`, `POS=CCONJ`, `Gender=Fem\|Number=Plur\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `POS=PRON\|PronType=Rel`, `Number=Sing\|POS=DET\|Poss=Yes`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `Definite=Def\|Number=Plur\|POS=ADP\|PronType=Art`, `Definite=Ind\|Number=Plur\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=VERB\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3`, `Number=Plur\|POS=DET`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `POS=ADV\|PronType=Int`, `POS=VERB\|Tense=Pres\|VerbForm=Part`, `Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Number=Plur\|POS=DET\|Poss=Yes`, `POS=AUX\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Gender=Masc\|POS=VERB\|Tense=Past\|VerbForm=Part`, `POS=ADV\|Polarity=Neg`, `Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3`, `POS=PRON\|Person=3\|Reflex=Yes`, `Gender=Masc\|POS=NOUN`, `POS=AUX\|Tense=Past\|VerbForm=Part`, `POS=PRON\|Person=3`, `Number=Plur\|POS=NOUN`, `NumType=Ord\|Number=Sing\|POS=ADJ`, `POS=VERB\|Tense=Past\|VerbForm=Part`, `POS=AUX\|Tense=Pres\|VerbForm=Part`, `Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Number=Sing\|POS=PRON\|Person=3`, `Number=Sing\|POS=NOUN`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Number=Plur\|POS=PROPN`, `Number=Sing\|POS=PROPN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=DET`, `Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes`, `Gender=Masc\|POS=PRON`, `POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON`, `Gender=Masc\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Number=Sing\|POS=PRON`, `Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Ind\|POS=VERB\|VerbForm=Fin`, `Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=PRON`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Dem`, `Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=ADJ`, `POS=PRON`, `POS=NUM`, `Gender=Fem\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=PRON`, `Number=Plur\|POS=PRON\|Person=3`, `Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Number=Sing\|POS=PRON\|Person=1`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=INTJ`, `Number=Plur\|POS=PRON\|Person=2`, `NumType=Card\|POS=PRON`, `Definite=Ind\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `NumType=Card\|POS=NOUN`, `POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3`, `Gender=Fem\|Number=Sing\|POS=DET`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=DET`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Definite=Ind\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=PROPN`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Number=Sing\|POS=DET`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Mood=Ind\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|POS=PRON`, `Gender=Masc\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Rel`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `POS=X`, `POS=SYM`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Int`, `POS=DET`, `Gender=Masc\|Number=Plur\|POS=PRON`, `POS=PART`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|POS=VERB\|Person=3\|VerbForm=Fin`, `Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Gender=Masc\|Number=Plur\|POS=DET`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Rel`, `Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Gender=Fem\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Mood=Imp\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=2\|Reflex=Yes`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=1\|Reflex=Yes`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Number=Sing\|POS=PRON\|Person=1\|Reflex=Yes`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|POS=PROPN`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|POS=ADV`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Gender=Fem\|Number=Plur\|POS=PROPN`, `Gender=Masc\|NumType=Card\|POS=NUM` |
+| **`morphologizer`** | `POS=PROPN`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Number=Plur\|POS=PRON\|Person=1`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=SCONJ`, `POS=ADP`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `NumType=Ord\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `POS=PUNCT`, `Gender=Masc\|Number=Sing\|POS=PROPN`, `Number=Plur\|POS=ADJ`, `Gender=Masc\|Number=Plur\|POS=NOUN`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `POS=ADV`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=PROPN`, `Definite=Def\|Number=Sing\|POS=DET\|PronType=Art`, `NumType=Card\|POS=NUM`, `Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=ADJ`, `POS=CCONJ`, `Gender=Fem\|Number=Plur\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `POS=PRON\|PronType=Rel`, `Number=Sing\|POS=DET\|Poss=Yes`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `Definite=Def\|Number=Plur\|POS=ADP\|PronType=Art`, `Definite=Ind\|Number=Plur\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=VERB\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3`, `Number=Plur\|POS=DET`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `POS=ADV\|PronType=Int`, `POS=VERB\|Tense=Pres\|VerbForm=Part`, `Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Number=Plur\|POS=DET\|Poss=Yes`, `POS=AUX\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Gender=Masc\|POS=VERB\|Tense=Past\|VerbForm=Part`, `POS=ADV\|Polarity=Neg`, `Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3`, `POS=PRON\|Person=3\|Reflex=Yes`, `Gender=Masc\|POS=NOUN`, `POS=AUX\|Tense=Past\|VerbForm=Part`, `POS=PRON\|Person=3`, `Number=Plur\|POS=NOUN`, `NumType=Ord\|Number=Sing\|POS=ADJ`, `POS=VERB\|Tense=Past\|VerbForm=Part`, `POS=AUX\|Tense=Pres\|VerbForm=Part`, `Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Number=Sing\|POS=PRON\|Person=3`, `Number=Sing\|POS=NOUN`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Number=Plur\|POS=PROPN`, `Number=Sing\|POS=PROPN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=DET`, `Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes`, `Gender=Masc\|POS=PRON`, `POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON`, `Gender=Masc\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Number=Sing\|POS=PRON`, `Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Ind\|POS=VERB\|VerbForm=Fin`, `Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=PRON`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Dem`, `Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=ADJ`, `POS=PRON`, `POS=NUM`, `Gender=Fem\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=PRON`, `Number=Plur\|POS=PRON\|Person=3`, `Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Number=Sing\|POS=PRON\|Person=1`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=INTJ`, `Number=Plur\|POS=PRON\|Person=2`, `NumType=Card\|POS=PRON`, `Definite=Ind\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `NumType=Card\|POS=NOUN`, `POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3`, `Gender=Fem\|Number=Sing\|POS=DET`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=DET`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Definite=Ind\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=PROPN`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Number=Sing\|POS=DET`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Mood=Ind\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|POS=PRON`, `Gender=Masc\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Rel`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `POS=X`, `POS=SYM`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Int`, `POS=DET`, `Gender=Masc\|Number=Plur\|POS=PRON`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|POS=VERB\|Person=3\|VerbForm=Fin`, `Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Gender=Masc\|Number=Plur\|POS=DET`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Rel`, `Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Gender=Fem\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Mood=Imp\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=2\|Reflex=Yes`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=1\|Reflex=Yes`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Number=Sing\|POS=PRON\|Person=1\|Reflex=Yes`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|POS=PROPN`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Gender=Fem\|Number=Plur\|POS=PROPN`, `Gender=Masc\|NumType=Card\|POS=NUM` |
 | **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux:pass`, `aux:tense`, `case`, `cc`, `ccomp`, `conj`, `cop`, `dep`, `det`, `expl:comp`, `expl:pass`, `expl:subj`, `fixed`, `flat:foreign`, `flat:name`, `iobj`, `mark`, `nmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl:agent`, `obl:arg`, `obl:mod`, `parataxis`, `punct`, `vocative`, `xcomp` |
 
 </details>
@@ -77,12 +77,18 @@ French transformer pipeline (camembert-base). Components: transformer, morpholog
 | Type | Score |
 | --- | --- |
 | `TOKEN_ACC` | 99.90 |
-| `TAG_ACC` | 95.75 |
-| `POS_ACC` | 98.66 |
-| `MORPH_ACC` | 97.89 |
-| `LEMMA_ACC` | 91.13 |
-| `DEP_UAS` | 94.79 |
-| `DEP_LAS` | 92.57 |
-| `SENTS_P` | 94.79 |
-| `SENTS_R` | 97.09 |
-| `SENTS_F` | 95.92 |
+| `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 |

accuracy.json

@@ -1,60 +1,58 @@
 {
   "token_acc": 0.9989751998,
-  "tag_acc": 0.9575257732,
-  "pos_acc": 0.9865979381,
-  "morph_acc": 0.9788681579,
-  "lemma_acc": 0.9112857657,
-  "dep_uas": 0.9479347449,
-  "dep_las": 0.9257096606,
-  "sents_p": 0.9478672986,
-  "sents_r": 0.9708737864,
-  "sents_f": 0.9592326139,
-  "speed": 3075.0647850323,
+  "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,
   "morph_per_feat": {
     "Definite": {
-      "p": 0.9985380117,
-      "r": 0.996353027,
-      "f": 0.9974443227
+      "p": 0.9985358712,
+      "r": 0.995620438,
+      "f": 0.9970760234
     },
     "Number": {
-      "p": 0.9973953488,
-      "r": 0.9935137139,
-      "f": 0.9954507474
+      "p": 0.9959409594,
+      "r": 0.9937407953,
+      "f": 0.9948396609
     },
     "PronType": {
-      "p": 0.998714653,
-      "r": 0.9936061381,
-      "f": 0.9961538462
+      "p": 0.9974293059,
+      "r": 0.9929622521,
+      "f": 0.9951907663
     },
     "Gender": {
-      "p": 0.9904269082,
-      "r": 0.9891472868,
-      "f": 0.9897866839
+      "p": 0.988963039,
+      "r": 0.9846664963,
+      "f": 0.9868100909
     },
     "Mood": {
-      "p": 0.9964412811,
-      "r": 0.9946714032,
-      "f": 0.9955555556
+      "p": 0.9946619217,
+      "r": 0.9928952043,
+      "f": 0.9937777778
     },
     "Person": {
-      "p": 0.9974779319,
-      "r": 0.993718593,
-      "f": 0.9955947137
+      "p": 0.9974683544,
+      "r": 0.9911949686,
+      "f": 0.9943217666
     },
     "Tense": {
-      "p": 0.9878419453,
+      "p": 0.9868421053,
       "r": 0.9959141982,
-      "f": 0.991861648
+      "f": 0.9913573971
     },
     "VerbForm": {
-      "p": 0.9909315746,
+      "p": 0.9901153213,
       "r": 0.9950331126,
-      "f": 0.9929781082
+      "f": 0.9925681255
     },
     "NumType": {
-      "p": 0.9963369963,
-      "r": 0.9379310345,
-      "f": 0.9662522202
+      "p": 0.9927797834,
+      "r": 0.9385665529,
+      "f": 0.9649122807
     },
     "Reflex": {
       "p": 1.0,
@@ -62,9 +60,9 @@
       "f": 1.0
     },
     "Voice": {
-      "p": 0.9652173913,
+      "p": 0.9568965517,
       "r": 0.9910714286,
-      "f": 0.9779735683
+      "f": 0.9736842105
     },
     "Poss": {
       "p": 1.0,
@@ -77,151 +75,161 @@
       "f": 1.0
     }
   },
+  "sents_p": 0.8835616438,
+  "sents_r": 0.9393203883,
+  "sents_f": 0.9105882353,
+  "dep_uas": 0.9492309471,
+  "dep_las": 0.9295953757,
   "dep_las_per_type": {
     "det": {
-      "p": 0.9887278583,
+      "p": 0.9871382637,
       "r": 0.9911218725,
-      "f": 0.989923418
+      "f": 0.9891260572
     },
     "nsubj": {
-      "p": 0.9406175772,
-      "r": 0.9542168675,
-      "f": 0.9473684211
+      "p": 0.945368171,
+      "r": 0.9590361446,
+      "f": 0.95215311
     },
     "aux:tense": {
-      "p": 0.984,
+      "p": 0.9761904762,
       "r": 0.984,
-      "f": 0.984
+      "f": 0.9800796813
     },
     "root": {
-      "p": 0.9481132075,
-      "r": 0.9757281553,
-      "f": 0.961722488
+      "p": 0.9179954442,
+      "r": 0.9781553398,
+      "f": 0.9471210341
     },
     "obj": {
-      "p": 0.9454545455,
-      "r": 0.9258160237,
-      "f": 0.9355322339
+      "p": 0.9451219512,
+      "r": 0.9198813056,
+      "f": 0.9323308271
     },
     "cc": {
-      "p": 0.9449541284,
-      "r": 0.9493087558,
-      "f": 0.9471264368
+      "p": 0.9495412844,
+      "r": 0.9539170507,
+      "f": 0.9517241379
     },
     "case": {
-      "p": 0.9850034083,
-      "r": 0.9843324251,
-      "f": 0.9846678024
+      "p": 0.9850238257,
+      "r": 0.9856948229,
+      "f": 0.9853592101
     },
     "obl:mod": {
-      "p": 0.8303571429,
-      "r": 0.8303571429,
-      "f": 0.8303571429
+      "p": 0.8553459119,
+      "r": 0.8119402985,
+      "f": 0.8330781011
     },
     "nmod": {
-      "p": 0.9073514602,
-      "r": 0.8992015968,
-      "f": 0.9032581454
+      "p": 0.9012961117,
+      "r": 0.9030969031,
+      "f": 0.9021956088
     },
     "conj": {
-      "p": 0.7751004016,
-      "r": 0.7598425197,
-      "f": 0.7673956262
+      "p": 0.832,
+      "r": 0.8188976378,
+      "f": 0.8253968254
     },
     "nummod": {
-      "p": 0.8735632184,
-      "r": 0.9047619048,
-      "f": 0.8888888889
+      "p": 0.9069767442,
+      "r": 0.9230769231,
+      "f": 0.9149560117
     },
     "amod": {
-      "p": 0.9521178637,
-      "r": 0.9434306569,
-      "f": 0.9477543538
+      "p": 0.9664804469,
+      "r": 0.9453551913,
+      "f": 0.955801105
     },
     "acl": {
-      "p": 0.8324022346,
-      "r": 0.8612716763,
-      "f": 0.8465909091
+      "p": 0.85,
+      "r": 0.8843930636,
+      "f": 0.8668555241
     },
     "mark": {
-      "p": 0.9688888889,
-      "r": 0.9603524229,
-      "f": 0.9646017699
+      "p": 0.9733333333,
+      "r": 0.9647577093,
+      "f": 0.9690265487
     },
     "xcomp": {
-      "p": 0.9276315789,
-      "r": 0.9337748344,
-      "f": 0.9306930693
+      "p": 0.9350649351,
+      "r": 0.9536423841,
+      "f": 0.9442622951
     },
     "flat:name": {
-      "p": 0.9619047619,
-      "r": 0.9619047619,
-      "f": 0.9619047619
+      "p": 0.953271028,
+      "r": 0.9714285714,
+      "f": 0.9622641509
     },
     "cop": {
-      "p": 0.9444444444,
+      "p": 0.9659090909,
       "r": 0.9444444444,
-      "f": 0.9444444444
+      "f": 0.9550561798
     },
     "advmod": {
-      "p": 0.9301587302,
+      "p": 0.9361022364,
       "r": 0.9184952978,
-      "f": 0.9242902208
+      "f": 0.9272151899
     },
     "obl:arg": {
-      "p": 0.8944954128,
-      "r": 0.8863636364,
-      "f": 0.8904109589
+      "p": 0.8878923767,
+      "r": 0.9,
+      "f": 0.8939051919
     },
     "appos": {
-      "p": 0.7159090909,
+      "p": 0.7078651685,
       "r": 0.7590361446,
-      "f": 0.7368421053
+      "f": 0.7325581395
     },
     "nsubj:pass": {
-      "p": 1.0,
+      "p": 0.9761904762,
       "r": 0.9647058824,
-      "f": 0.9820359281
+      "f": 0.9704142012
     },
     "aux:pass": {
-      "p": 0.9652173913,
+      "p": 0.9910714286,
       "r": 0.9910714286,
-      "f": 0.9779735683
+      "f": 0.9910714286
     },
     "acl:relcl": {
-      "p": 0.8470588235,
-      "r": 0.8372093023,
-      "f": 0.8421052632
+      "p": 0.8795180723,
+      "r": 0.8488372093,
+      "f": 0.8639053254
     },
     "advcl": {
-      "p": 0.7407407407,
+      "p": 0.7594936709,
       "r": 0.7692307692,
-      "f": 0.7547169811
+      "f": 0.7643312102
     },
     "fixed": {
-      "p": 0.9642857143,
-      "r": 0.801980198,
+      "p": 0.9529411765,
+      "r": 0.81,
       "f": 0.8756756757
     },
     "dep": {
-      "p": 0.2463768116,
-      "r": 0.5483870968,
-      "f": 0.34
+      "p": 0.2388059701,
+      "r": 0.5517241379,
+      "f": 0.3333333333
     },
     "expl:subj": {
-      "p": 0.9,
-      "r": 0.84375,
-      "f": 0.8709677419
+      "p": 0.8666666667,
+      "r": 0.8125,
+      "f": 0.8387096774
     },
     "expl:comp": {
-      "p": 0.7435897436,
-      "r": 0.9666666667,
-      "f": 0.8405797101
+      "p": 0.75,
+      "r": 1.0,
+      "f": 0.8571428571
     },
     "expl:pass": {
-      "p": 0.6,
+      "p": 0.75,
       "r": 0.4285714286,
-      "f": 0.5
+      "f": 0.5454545455
+    },
+    "obl:agent": {
+      "p": 0.975,
+      "r": 0.9285714286,
+      "f": 0.9512195122
     },
     "ccomp": {
       "p": 0.96,
@@ -229,19 +237,14 @@
       "f": 0.9504950495
     },
     "parataxis": {
-      "p": 0.5833333333,
-      "r": 0.5,
-      "f": 0.5384615385
+      "p": 0.7307692308,
+      "r": 0.6785714286,
+      "f": 0.7037037037
     },
     "iobj": {
-      "p": 0.7142857143,
-      "r": 0.6,
-      "f": 0.652173913
-    },
-    "obl:agent": {
-      "p": 1.0,
-      "r": 0.9523809524,
-      "f": 0.9756097561
+      "p": 0.7222222222,
+      "r": 0.52,
+      "f": 0.6046511628
     },
     "nsubj:caus": {
       "p": 0.0,
@@ -264,9 +267,9 @@
       "f": 0.0
     },
     "vocative": {
-      "p": 0.8333333333,
+      "p": 1.0,
       "r": 0.625,
-      "f": 0.7142857143
+      "f": 0.7692307692
     },
     "dislocated": {
       "p": 0.0,
@@ -293,5 +296,8 @@
       "r": 0.0,
       "f": 0.0
     }
-  }
+  },
+  "tag_acc": 0.9573063834,
+  "lemma_acc": 0.911837238,
+  "speed": 1637.6043941996
 }

config.cfg

@@ -1,10 +1,8 @@
 [paths]
-train = "corpus/fr-dep-news/train.spacy"
-dev = "corpus/fr-dep-news/dev.spacy"
+train = null
+dev = null
 vectors = null
-raw = null
 init_tok2vec = null
-vocab_data = null
 
 [system]
 gpu_allocator = "pytorch"
@@ -24,6 +22,7 @@ tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
 
 [components.attribute_ruler]
 factory = "attribute_ruler"
+scorer = {"@scorers":"spacy.attribute_ruler_scorer.v1"}
 validate = false
 
 [components.lemmatizer]
@@ -31,9 +30,13 @@ factory = "lemmatizer"
 mode = "rule"
 model = null
 overwrite = false
+scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
 
 [components.morphologizer]
 factory = "morphologizer"
+extend = false
+overwrite = true
+scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
 
 [components.morphologizer.model]
 @architectures = "spacy.Tagger.v1"
@@ -50,6 +53,7 @@ factory = "parser"
 learn_tokens = false
 min_action_freq = 30
 moves = null
+scorer = {"@scorers":"spacy.parser_scorer.v1"}
 update_with_oracle_cut_size = 100
 
 [components.parser.model]
@@ -73,37 +77,39 @@ max_batch_items = 4096
 set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
 
 [components.transformer.model]
-@architectures = "spacy-transformers.TransformerModel.v1"
+@architectures = "spacy-transformers.TransformerModel.v3"
 name = "camembert-base"
+mixed_precision = false
 
 [components.transformer.model.get_spans]
 @span_getters = "spacy-transformers.strided_spans.v1"
 window = 128
 stride = 96
 
+[components.transformer.model.grad_scaler_config]
+
 [components.transformer.model.tokenizer_config]
 use_fast = true
 
+[components.transformer.model.transformer_config]
+
 [corpora]
 
 [corpora.dev]
 @readers = "spacy.Corpus.v1"
-limit = 0
-max_length = 0
-path = ${paths:dev}
+path = ${paths.dev}
 gold_preproc = false
+max_length = 0
+limit = 0
 augmenter = null
 
 [corpora.train]
 @readers = "spacy.Corpus.v1"
-path = ${paths:train}
-max_length = 500
+path = ${paths.train}
 gold_preproc = false
+max_length = 0
 limit = 0
-
-[corpora.train.augmenter]
-@augmenters = "spacy.lower_case.v1"
-level = 0.1
+augmenter = null
 
 [training]
 train_corpus = "corpora.train"
@@ -148,21 +154,25 @@ total_steps = 20000
 initial_rate = 0.00005
 
 [training.score_weights]
-pos_acc = 0.12
-morph_acc = 0.12
+pos_acc = 0.08
+morph_acc = 0.08
 morph_per_feat = null
 dep_uas = 0.0
-dep_las = 0.23
+dep_las = 0.16
 dep_las_per_type = null
 sents_p = null
 sents_r = null
-sents_f = 0.03
+sents_f = 0.02
 lemma_acc = 0.5
+ents_f = 0.16
+ents_p = 0.0
+ents_r = 0.0
+speed = 0.0
 
 [pretraining]
 
 [initialize]
-vocab_data = ${paths.vocab_data}
+vocab_data = null
 vectors = ${paths.vectors}
 init_tok2vec = ${paths.init_tok2vec}
 before_init = null

fr_dep_news_trf-any-py3-none-any.whl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:086fc3c7e5a5f337f435eaa52d2103489e5785bf73e6758f66347fe1109be676
-size 400698074
+oid sha256:620ddfdd1ca028837fbc8686f8f22738dbc7d34754c7a293a9cef07a166ef8bf
+size 400717231

meta.json

@@ -1,14 +1,14 @@
 {
   "lang":"fr",
   "name":"dep_news_trf",
-  "version":"3.1.0",
+  "version":"3.2.0",
   "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":">=3.1.0,<3.2.0",
-  "spacy_git_version":"caba63b74",
+  "spacy_version":">=3.2.0,<3.3.0",
+  "spacy_git_version":"bb26550e2",
   "vectors":{
     "width":0,
     "vectors":0,
@@ -173,7 +173,6 @@
       "Gender=Fem|Number=Plur|POS=DET|PronType=Int",
       "POS=DET",
       "Gender=Masc|Number=Plur|POS=PRON",
-      "POS=PART",
       "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
       "Mood=Ind|POS=VERB|Person=3|VerbForm=Fin",
       "Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass",
@@ -213,7 +212,6 @@
       "Mood=Imp|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
       "Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
       "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin",
-      "Gender=Fem|POS=ADV",
       "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin",
       "Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
       "Gender=Fem|Number=Plur|POS=PROPN",
@@ -283,61 +281,59 @@
   ],
   "performance":{
     "token_acc":0.9989751998,
-    "tag_acc":0.9575257732,
-    "pos_acc":0.9865979381,
-    "morph_acc":0.9788681579,
-    "lemma_acc":0.9112857657,
-    "dep_uas":0.9479347449,
-    "dep_las":0.9257096606,
-    "sents_p":0.9478672986,
-    "sents_r":0.9708737864,
-    "sents_f":0.9592326139,
-    "speed":3075.0647850323,
+    "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,
     "morph_per_feat":{
       "Definite":{
-        "p":0.9985380117,
-        "r":0.996353027,
-        "f":0.9974443227
+        "p":0.9985358712,
+        "r":0.995620438,
+        "f":0.9970760234
       },
       "Number":{
-        "p":0.9973953488,
-        "r":0.9935137139,
-        "f":0.9954507474
+        "p":0.9959409594,
+        "r":0.9937407953,
+        "f":0.9948396609
       },
       "PronType":{
-        "p":0.998714653,
-        "r":0.9936061381,
-        "f":0.9961538462
+        "p":0.9974293059,
+        "r":0.9929622521,
+        "f":0.9951907663
       },
       "Gender":{
-        "p":0.9904269082,
-        "r":0.9891472868,
-        "f":0.9897866839
+        "p":0.988963039,
+        "r":0.9846664963,
+        "f":0.9868100909
       },
       "Mood":{
-        "p":0.9964412811,
-        "r":0.9946714032,
-        "f":0.9955555556
+        "p":0.9946619217,
+        "r":0.9928952043,
+        "f":0.9937777778
       },
       "Person":{
-        "p":0.9974779319,
-        "r":0.993718593,
-        "f":0.9955947137
+        "p":0.9974683544,
+        "r":0.9911949686,
+        "f":0.9943217666
       },
       "Tense":{
-        "p":0.9878419453,
+        "p":0.9868421053,
         "r":0.9959141982,
-        "f":0.991861648
+        "f":0.9913573971
       },
       "VerbForm":{
-        "p":0.9909315746,
+        "p":0.9901153213,
         "r":0.9950331126,
-        "f":0.9929781082
+        "f":0.9925681255
       },
       "NumType":{
-        "p":0.9963369963,
-        "r":0.9379310345,
-        "f":0.9662522202
+        "p":0.9927797834,
+        "r":0.9385665529,
+        "f":0.9649122807
       },
       "Reflex":{
         "p":1.0,
@@ -345,9 +341,9 @@
         "f":1.0
       },
       "Voice":{
-        "p":0.9652173913,
+        "p":0.9568965517,
         "r":0.9910714286,
-        "f":0.9779735683
+        "f":0.9736842105
       },
       "Poss":{
         "p":1.0,
@@ -360,151 +356,161 @@
         "f":1.0
       }
     },
+    "sents_p":0.8835616438,
+    "sents_r":0.9393203883,
+    "sents_f":0.9105882353,
+    "dep_uas":0.9492309471,
+    "dep_las":0.9295953757,
     "dep_las_per_type":{
       "det":{
-        "p":0.9887278583,
+        "p":0.9871382637,
         "r":0.9911218725,
-        "f":0.989923418
+        "f":0.9891260572
       },
       "nsubj":{
-        "p":0.9406175772,
-        "r":0.9542168675,
-        "f":0.9473684211
+        "p":0.945368171,
+        "r":0.9590361446,
+        "f":0.95215311
       },
       "aux:tense":{
-        "p":0.984,
+        "p":0.9761904762,
         "r":0.984,
-        "f":0.984
+        "f":0.9800796813
       },
       "root":{
-        "p":0.9481132075,
-        "r":0.9757281553,
-        "f":0.961722488
+        "p":0.9179954442,
+        "r":0.9781553398,
+        "f":0.9471210341
       },
       "obj":{
-        "p":0.9454545455,
-        "r":0.9258160237,
-        "f":0.9355322339
+        "p":0.9451219512,
+        "r":0.9198813056,
+        "f":0.9323308271
       },
       "cc":{
-        "p":0.9449541284,
-        "r":0.9493087558,
-        "f":0.9471264368
+        "p":0.9495412844,
+        "r":0.9539170507,
+        "f":0.9517241379
       },
       "case":{
-        "p":0.9850034083,
-        "r":0.9843324251,
-        "f":0.9846678024
+        "p":0.9850238257,
+        "r":0.9856948229,
+        "f":0.9853592101
       },
       "obl:mod":{
-        "p":0.8303571429,
-        "r":0.8303571429,
-        "f":0.8303571429
+        "p":0.8553459119,
+        "r":0.8119402985,
+        "f":0.8330781011
       },
       "nmod":{
-        "p":0.9073514602,
-        "r":0.8992015968,
-        "f":0.9032581454
+        "p":0.9012961117,
+        "r":0.9030969031,
+        "f":0.9021956088
       },
       "conj":{
-        "p":0.7751004016,
-        "r":0.7598425197,
-        "f":0.7673956262
+        "p":0.832,
+        "r":0.8188976378,
+        "f":0.8253968254
       },
       "nummod":{
-        "p":0.8735632184,
-        "r":0.9047619048,
-        "f":0.8888888889
+        "p":0.9069767442,
+        "r":0.9230769231,
+        "f":0.9149560117
       },
       "amod":{
-        "p":0.9521178637,
-        "r":0.9434306569,
-        "f":0.9477543538
+        "p":0.9664804469,
+        "r":0.9453551913,
+        "f":0.955801105
       },
       "acl":{
-        "p":0.8324022346,
-        "r":0.8612716763,
-        "f":0.8465909091
+        "p":0.85,
+        "r":0.8843930636,
+        "f":0.8668555241
       },
       "mark":{
-        "p":0.9688888889,
-        "r":0.9603524229,
-        "f":0.9646017699
+        "p":0.9733333333,
+        "r":0.9647577093,
+        "f":0.9690265487
       },
       "xcomp":{
-        "p":0.9276315789,
-        "r":0.9337748344,
-        "f":0.9306930693
+        "p":0.9350649351,
+        "r":0.9536423841,
+        "f":0.9442622951
       },
       "flat:name":{
-        "p":0.9619047619,
-        "r":0.9619047619,
-        "f":0.9619047619
+        "p":0.953271028,
+        "r":0.9714285714,
+        "f":0.9622641509
       },
       "cop":{
-        "p":0.9444444444,
+        "p":0.9659090909,
         "r":0.9444444444,
-        "f":0.9444444444
+        "f":0.9550561798
       },
       "advmod":{
-        "p":0.9301587302,
+        "p":0.9361022364,
         "r":0.9184952978,
-        "f":0.9242902208
+        "f":0.9272151899
       },
       "obl:arg":{
-        "p":0.8944954128,
-        "r":0.8863636364,
-        "f":0.8904109589
+        "p":0.8878923767,
+        "r":0.9,
+        "f":0.8939051919
       },
       "appos":{
-        "p":0.7159090909,
+        "p":0.7078651685,
         "r":0.7590361446,
-        "f":0.7368421053
+        "f":0.7325581395
       },
       "nsubj:pass":{
-        "p":1.0,
+        "p":0.9761904762,
         "r":0.9647058824,
-        "f":0.9820359281
+        "f":0.9704142012
       },
       "aux:pass":{
-        "p":0.9652173913,
+        "p":0.9910714286,
         "r":0.9910714286,
-        "f":0.9779735683
+        "f":0.9910714286
       },
       "acl:relcl":{
-        "p":0.8470588235,
-        "r":0.8372093023,
-        "f":0.8421052632
+        "p":0.8795180723,
+        "r":0.8488372093,
+        "f":0.8639053254
       },
       "advcl":{
-        "p":0.7407407407,
+        "p":0.7594936709,
         "r":0.7692307692,
-        "f":0.7547169811
+        "f":0.7643312102
       },
       "fixed":{
-        "p":0.9642857143,
-        "r":0.801980198,
+        "p":0.9529411765,
+        "r":0.81,
         "f":0.8756756757
       },
       "dep":{
-        "p":0.2463768116,
-        "r":0.5483870968,
-        "f":0.34
+        "p":0.2388059701,
+        "r":0.5517241379,
+        "f":0.3333333333
       },
       "expl:subj":{
-        "p":0.9,
-        "r":0.84375,
-        "f":0.8709677419
+        "p":0.8666666667,
+        "r":0.8125,
+        "f":0.8387096774
       },
       "expl:comp":{
-        "p":0.7435897436,
-        "r":0.9666666667,
-        "f":0.8405797101
+        "p":0.75,
+        "r":1.0,
+        "f":0.8571428571
       },
       "expl:pass":{
-        "p":0.6,
+        "p":0.75,
         "r":0.4285714286,
-        "f":0.5
+        "f":0.5454545455
+      },
+      "obl:agent":{
+        "p":0.975,
+        "r":0.9285714286,
+        "f":0.9512195122
       },
       "ccomp":{
         "p":0.96,
@@ -512,19 +518,14 @@
         "f":0.9504950495
       },
       "parataxis":{
-        "p":0.5833333333,
-        "r":0.5,
-        "f":0.5384615385
+        "p":0.7307692308,
+        "r":0.6785714286,
+        "f":0.7037037037
       },
       "iobj":{
-        "p":0.7142857143,
-        "r":0.6,
-        "f":0.652173913
-      },
-      "obl:agent":{
-        "p":1.0,
-        "r":0.9523809524,
-        "f":0.9756097561
+        "p":0.7222222222,
+        "r":0.52,
+        "f":0.6046511628
       },
       "nsubj:caus":{
         "p":0.0,
@@ -547,9 +548,9 @@
         "f":0.0
       },
       "vocative":{
-        "p":0.8333333333,
+        "p":1.0,
         "r":0.625,
-        "f":0.7142857143
+        "f":0.7692307692
       },
       "dislocated":{
         "p":0.0,
@@ -576,11 +577,14 @@
         "r":0.0,
         "f":0.0
       }
-    }
+    },
+    "tag_acc":0.9573063834,
+    "lemma_acc":0.911837238,
+    "speed":1637.6043941996
   },
   "sources":[
     {
-      "name":"UD French Sequoia v2.5",
+      "name":"UD French Sequoia v2.8",
       "url":"https://github.com/UniversalDependencies/UD_French-Sequoia",
       "license":"LGPL-LR",
       "author":"Candito, Marie; Seddah, Djam\u00e9; Perrier, Guy; Guillaume, Bruno"
@@ -599,8 +603,8 @@
     }
   ],
   "requirements":[
-    "spacy-transformers>=1.0.3,<1.1.0",
-    "sentencepiece==0.1.91",
+    "spacy-transformers>=1.1.2,<1.2.0",
+    "sentencepiece>=0.1.91,!=0.1.92",
     "protobuf"
   ]
 }

morphologizer/cfg

@@ -1,4 +1,5 @@
 {
+  "extend":false,
   "labels_morph":{
     "POS=PROPN":"",
     "Gender=Fem|Number=Sing|POS=DET|PronType=Dem":"Gender=Fem|Number=Sing|PronType=Dem",
@@ -153,7 +154,6 @@
     "Gender=Fem|Number=Plur|POS=DET|PronType=Int":"Gender=Fem|Number=Plur|PronType=Int",
     "POS=DET":"",
     "Gender=Masc|Number=Plur|POS=PRON":"Gender=Masc|Number=Plur",
-    "POS=PART":"",
     "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
     "Mood=Ind|POS=VERB|Person=3|VerbForm=Fin":"Mood=Ind|Person=3|VerbForm=Fin",
     "Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass":"Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
@@ -193,7 +193,6 @@
     "Mood=Imp|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
     "Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
     "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Imp|VerbForm=Fin",
-    "Gender=Fem|POS=ADV":"Gender=Fem",
     "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin",
     "Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Number=Plur|Tense=Past|VerbForm=Part",
     "Gender=Fem|Number=Plur|POS=PROPN":"Gender=Fem|Number=Plur",
@@ -353,7 +352,6 @@
     "Gender=Fem|Number=Plur|POS=DET|PronType=Int":90,
     "POS=DET":90,
     "Gender=Masc|Number=Plur|POS=PRON":95,
-    "POS=PART":94,
     "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
     "Mood=Ind|POS=VERB|Person=3|VerbForm=Fin":100,
     "Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass":100,
@@ -393,10 +391,10 @@
     "Mood=Imp|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
     "Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":87,
     "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin":100,
-    "Gender=Fem|POS=ADV":86,
     "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin":87,
     "Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":100,
     "Gender=Fem|Number=Plur|POS=PROPN":96,
     "Gender=Masc|NumType=Card|POS=NUM":93
-  }
+  },
+  "overwrite":true
 }

parser/moves

@@ -1 +1 @@
-��moves��{"0":{"":25245},"1":{"":21689},"2":{"case":7257,"det":6061,"nsubj":1972,"punct":1645,"advmod":1210,"cc":1205,"mark":1051,"aux:tense":673,"amod":662,"nummod":595,"aux:pass":544,"obl:mod":483,"nsubj:pass":425,"cop":365,"expl:comp":204,"obj":170,"expl:subj":163,"iobj":139,"advcl":123,"nmod":92,"expl:pass":40,"vocative":35,"dep":0},"3":{"nmod":5132,"punct":3954,"amod":2083,"conj":1517,"obj":1410,"obl:mod":1184,"obl:arg":1079,"acl":782,"xcomp":739,"flat:name":657,"advmod":562,"fixed":418,"appos":408,"acl:relcl":365,"advcl":306,"ccomp":238,"obl:agent":206,"dep":138,"nummod":117,"parataxis":92,"nsubj":75,"flat:foreign":63},"4":{"ROOT":2219}}�cfg��neg_key�
+��moves��{"0":{"":25253},"1":{"":21681},"2":{"case":7257,"det":6061,"nsubj":1982,"punct":1645,"advmod":1210,"cc":1205,"mark":1051,"aux:tense":673,"amod":662,"nummod":595,"aux:pass":544,"obl:mod":483,"nsubj:pass":425,"cop":365,"expl:comp":204,"obj":170,"expl:subj":164,"iobj":139,"advcl":123,"nmod":92,"expl:pass":40,"vocative":35,"dep":0},"3":{"nmod":5132,"punct":3954,"amod":2083,"conj":1517,"obj":1410,"obl:mod":1184,"obl:arg":1079,"acl":782,"xcomp":739,"flat:name":657,"advmod":562,"fixed":409,"appos":408,"acl:relcl":365,"advcl":306,"ccomp":238,"obl:agent":206,"dep":138,"nummod":117,"parataxis":92,"nsubj":75,"flat:foreign":63},"4":{"ROOT":2219}}�cfg��neg_key�

transformer/{model/pytorch_model.bin → model}

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e60d9b9cd129f8665a3975eed63b67730d901c0c14567d3371674736d38a2f3a
-size 442566449
+oid sha256:12846daf03978627be431b4b4f08f9b5554803fad9cc07794ad72a49a864b73a
+size 444773224

transformer/model/config.json

@@ -1,27 +0,0 @@
-{
-  "_name_or_path": "/mnt/scratch/tmp/fr_dep_news_trf/b8b49951-9975-442a-8cca-bd0ecc66506e/training/syntax/model-best/transformer/model",
-  "architectures": [
-    "CamembertForMaskedLM"
-  ],
-  "attention_probs_dropout_prob": 0.1,
-  "bos_token_id": 5,
-  "eos_token_id": 6,
-  "gradient_checkpointing": false,
-  "hidden_act": "gelu",
-  "hidden_dropout_prob": 0.1,
-  "hidden_size": 768,
-  "initializer_range": 0.02,
-  "intermediate_size": 3072,
-  "layer_norm_eps": 1e-05,
-  "max_position_embeddings": 514,
-  "model_type": "camembert",
-  "num_attention_heads": 12,
-  "num_hidden_layers": 12,
-  "output_past": true,
-  "pad_token_id": 1,
-  "position_embedding_type": "absolute",
-  "transformers_version": "4.6.1",
-  "type_vocab_size": 1,
-  "use_cache": true,
-  "vocab_size": 32005
-}

transformer/model/sentencepiece.bpe.model

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:988bc5a00281c6d210a5d34bd143d0363741a432fefe741bf71e61b1869d4314
-size 810912

transformer/model/special_tokens_map.json

@@ -1 +0,0 @@
-{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}, "additional_special_tokens": ["<s>NOTUSED", "</s>NOTUSED"]}

transformer/model/tokenizer_config.json

@@ -1 +0,0 @@
-{"bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "additional_special_tokens": ["<s>NOTUSED", "</s>NOTUSED"], "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "/mnt/scratch/tmp/fr_dep_news_trf/b8b49951-9975-442a-8cca-bd0ecc66506e/training/syntax/model-best/transformer/model"}

vocab/strings.json

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b80c7c43be06141e88658ca4c29aacaf6f4e43ae4716328b92c0be72bb279b09
-size 228520
+oid sha256:fa26197ca28d4b7e425ab50aeb529b2be869ef9c151d20f88b642d52716ec142
+size 228652

vocab/vectors.cfg

@@ -0,0 +1,3 @@
+{
+  "mode":"default"
+}