Update spaCy pipeline

.gitattributes

@@ -33,3 +33,10 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+fo_pipeline_general-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
+fold_1/transformer/model filter=lfs diff=lfs merge=lfs -text
+fold_2/transformer/model filter=lfs diff=lfs merge=lfs -text
+fold_3/transformer/model filter=lfs diff=lfs merge=lfs -text
+fold_4/transformer/model filter=lfs diff=lfs merge=lfs -text
+fold_5/transformer/model filter=lfs diff=lfs merge=lfs -text
+transformer/model filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,104 @@
+---
+tags:
+- spacy
+- token-classification
+language:
+- fo
+model-index:
+- name: fo_pipeline_general
+  results:
+  - task:
+      name: TAG
+      type: token-classification
+    metrics:
+    - name: TAG (XPOS) Accuracy
+      type: accuracy
+      value: 0.9798032108
+  - task:
+      name: POS
+      type: token-classification
+    metrics:
+    - name: POS (UPOS) Accuracy
+      type: accuracy
+      value: 0.9653029518
+  - task:
+      name: MORPH
+      type: token-classification
+    metrics:
+    - name: Morph (UFeats) Accuracy
+      type: accuracy
+      value: 0.9093733817
+  - task:
+      name: LEMMA
+      type: token-classification
+    metrics:
+    - name: Lemma Accuracy
+      type: accuracy
+      value: 0.8592822102
+  - task:
+      name: UNLABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Unlabeled Attachment Score (UAS)
+      type: f_score
+      value: 0.9110429448
+  - task:
+      name: LABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Labeled Attachment Score (LAS)
+      type: f_score
+      value: 0.8404907975
+  - task:
+      name: SENTS
+      type: token-classification
+    metrics:
+    - name: Sentences F-Score
+      type: f_score
+      value: 0.9876033058
+---
+| Feature | Description |
+| --- | --- |
+| **Name** | `fo_pipeline_general` |
+| **Version** | `0.0.0` |
+| **spaCy** | `>=3.7.5,<3.8.0` |
+| **Default Pipeline** | `transformer`, `trainable_lemmatizer`, `tagger`, `morphologizer`, `parser` |
+| **Components** | `transformer`, `trainable_lemmatizer`, `tagger`, `morphologizer`, `parser` |
+| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
+| **Sources** | n/a |
+| **License** | n/a |
+| **Author** | [n/a]() |
+
+### Label Scheme
+
+<details>
+
+<summary>View label scheme (284 labels for 3 components)</summary>
+
+| Component | Labels |
+| --- | --- |
+| **`tagger`** | `A`, `Abbr`, `Adv`, `CC`, `CLB`, `CS`, `Det`, `IM`, `Interj`, `N`, `Num`, `PUNCT`, `Pr`, `Pron`, `V`, `x` |
+| **`morphologizer`** | `Case=Nom\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres`, `Case=Nom\|Number=Sing\|POS=PROPN`, `POS=PUNCT`, `Case=Nom\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=ADP`, `Case=Dat\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Dat\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=NOUN`, `POS=ADV`, `Case=Dat\|POS=NOUN`, `Case=Dat\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Dat\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `POS=X`, `Case=Nom\|POS=NUM`, `Case=Dat\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=AUX\|Tense=Pres`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Nom\|Definite=Def\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Dat\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Nom\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Acc\|Number=Sing\|POS=PROPN`, `Case=Nom\|Definite=Def\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Gen\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Dat\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Dat\|POS=NUM`, `Case=Dat\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=NOUN`, `POS=NUM`, `POS=CCONJ`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Def\|Degree=Sup\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=NOUN`, `NumType=Ord\|POS=ADJ`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=VERB\|Tense=Imp`, `Case=Acc\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Dat\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=PROPN`, `POS=VERB\|VerbForm=Sup\|Voice=Pass`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Definite=Ind\|Degree=Sup\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Nom\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Acc\|POS=PRON\|Reflex=Yes`, `POS=SCONJ`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past`, `Case=Dat\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Acc\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Dat\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Pres`, `Case=Nom\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=NOUN`, `POS=VERB\|VerbForm=Inf\|Voice=Pass`, `Case=Acc\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Dat\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Dat\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Dat\|POS=PROPN`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Dat\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Dat\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Acc\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Acc\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Dat\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past`, `Case=Nom\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Dat\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=PROPN`, `POS=VERB\|VerbForm=Sup`, `POS=PART`, `POS=VERB\|VerbForm=Inf`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Dat\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Degree=Sup\|Gender=Neut\|Number=Plur\|POS=ADV`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Dat\|Number=Sing\|POS=PROPN`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Nom\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Dat\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Acc\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET`, `POS=PRON\|PronType=Rel`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|Voice=Pass`, `Case=Acc\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Fem\|POS=ADJ`, `Case=Nom\|Definite=Def\|Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Acc\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Acc\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=AUX\|Tense=Past`, `Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Dat\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Nom\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=NOUN`, `POS=AUX\|VerbForm=Sup`, `Case=Nom\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Number=Plur\|POS=VERB\|Tense=Imp`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Acc\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Gender=Neut\|Number=Plur\|POS=ADV`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Dat\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Gen\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Dat\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=ADJ`, `POS=AUX\|VerbForm=Inf`, `Case=Nom\|Definite=Def\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Nom\|POS=NOUN`, `Case=Dat\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Dat\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Dat\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Acc\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Acc\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Past`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Acc\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Dat\|POS=PRON\|Reflex=Yes`, `Case=Dat\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Gen\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Gen\|Definite=Ind\|Number=Sing\|POS=NOUN`, `Case=Gen\|Number=Sing\|POS=PROPN`, `Case=Acc\|POS=PROPN`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Acc\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET`, `Mood=Ind\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=NUM`, `Case=Acc\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Acc\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Gen\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Gen\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=NOUN`, `POS=DET`, `Case=Acc\|POS=NUM`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Nom\|Definite=Def\|Number=Sing\|POS=PROPN`, `Case=Nom\|Definite=Ind\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `POS=VERB`, `Case=Gen\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=NUM`, `Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Nom\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Nom\|Definite=Ind\|Degree=Sup\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Dat\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Neut\|POS=ADJ`, `Case=Acc\|Definite=Def\|Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Dat\|Definite=Def\|Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `POS=INTJ`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=NUM`, `Degree=Sup\|POS=ADV`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Gen\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Ind\|Number=Sing\|POS=AUX\|Tense=Past`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=NUM`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Case=Acc\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Nom\|Gender=Masc\|POS=ADJ`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Acc\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Acc\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Acc\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Dat\|Definite=Def\|Degree=Sup\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Definite=Def\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Gen\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Nom\|Number=Sing\|POS=PRON`, `Case=Gen\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Acc\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=DET`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=PRON`, `Case=Acc\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Definite=Def\|Gender=Neut\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Acc\|Gender=Fem\|POS=ADJ`, `Case=Gen\|POS=NUM`, `Case=Acc\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Int`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=DET`, `Case=Acc\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Neut\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=DET`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=NUM`, `Case=Nom\|Definite=Ind\|Gender=Neut\|POS=DET`, `Case=Nom\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Definite=Def\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Nom\|Number=Plur\|POS=PROPN` |
+| **`parser`** | `ROOT`, `advmod`, `amod`, `aux`, `case`, `cc`, `conj`, `cop`, `dep`, `det`, `flat`, `mark`, `nmod`, `nmod:poss`, `nsubj`, `nummod`, `obj`, `obl`, `parataxis`, `punct`, `xcomp` |
+
+</details>
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `LEMMA_ACC` | 85.93 |
+| `TAG_ACC` | 97.98 |
+| `POS_ACC` | 96.53 |
+| `MORPH_ACC` | 90.94 |
+| `DEP_UAS` | 91.10 |
+| `DEP_LAS` | 84.05 |
+| `SENTS_P` | 98.35 |
+| `SENTS_R` | 99.17 |
+| `SENTS_F` | 98.76 |
+| `MORPH_MICRO_F` | 94.33 |
+| `TRANSFORMER_LOSS` | 60317.56 |
+| `TRAINABLE_LEMMATIZER_LOSS` | 79735.45 |
+| `TAGGER_LOSS` | 1689.51 |
+| `MORPHOLOGIZER_LOSS` | 119754.67 |
+| `PARSER_LOSS` | 10724.78 |

config.cfg

@@ -0,0 +1,211 @@
+[paths]
+train = "/tmp/tmp4ut97qgg/tmp_train.spacy"
+dev = "/tmp/tmp4ut97qgg/tmp_dev.spacy"
+vectors = null
+init_tok2vec = null
+
+[system]
+gpu_allocator = "pytorch"
+seed = 0
+
+[nlp]
+lang = "fo"
+pipeline = ["transformer","trainable_lemmatizer","tagger","morphologizer","parser"]
+batch_size = 128
+disabled = []
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
+vectors = {"@vectors":"spacy.Vectors.v1"}
+
+[components]
+
+[components.morphologizer]
+factory = "morphologizer"
+extend = false
+label_smoothing = 0.0
+overwrite = true
+scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
+
+[components.morphologizer.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.morphologizer.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.parser]
+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]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "parser"
+extra_state_tokens = false
+hidden_width = 128
+maxout_pieces = 3
+use_upper = false
+nO = null
+
+[components.parser.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.tagger]
+factory = "tagger"
+label_smoothing = 0.0
+neg_prefix = "!"
+overwrite = false
+scorer = {"@scorers":"spacy.tagger_scorer.v1"}
+
+[components.tagger.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.tagger.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.trainable_lemmatizer]
+factory = "trainable_lemmatizer"
+backoff = "orth"
+min_tree_freq = 3
+overwrite = false
+scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
+top_k = 3
+
+[components.trainable_lemmatizer.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.trainable_lemmatizer.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.transformer]
+factory = "transformer"
+max_batch_items = 4096
+set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
+
+[components.transformer.model]
+@architectures = "spacy-transformers.TransformerModel.v3"
+name = "bert-base-multilingual-uncased"
+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"
+path = ${paths.dev}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[corpora.train]
+@readers = "spacy.Corpus.v1"
+path = ${paths.train}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[training]
+accumulate_gradient = 3
+dev_corpus = "corpora.dev"
+train_corpus = "corpora.train"
+seed = ${system.seed}
+gpu_allocator = ${system.gpu_allocator}
+dropout = 0.1
+patience = 1600
+max_epochs = 0
+max_steps = 1200
+eval_frequency = 200
+frozen_components = []
+annotating_components = []
+before_to_disk = null
+before_update = null
+
+[training.batcher]
+@batchers = "spacy.batch_by_padded.v1"
+discard_oversize = true
+size = 2000
+buffer = 256
+get_length = null
+
+[training.logger]
+@loggers = "spacy.ConsoleLogger.v1"
+progress_bar = false
+
+[training.optimizer]
+@optimizers = "Adam.v1"
+beta1 = 0.9
+beta2 = 0.999
+L2_is_weight_decay = true
+L2 = 0.01
+grad_clip = 1.0
+use_averages = false
+eps = 0.00000001
+
+[training.optimizer.learn_rate]
+@schedules = "warmup_linear.v1"
+warmup_steps = 250
+total_steps = 20000
+initial_rate = 0.00005
+
+[training.score_weights]
+lemma_acc = 0.23
+tag_acc = 0.23
+pos_acc = 0.11
+morph_acc = 0.11
+morph_per_feat = null
+dep_uas = 0.11
+dep_las = 0.11
+dep_las_per_type = null
+sents_p = null
+sents_r = null
+sents_f = 0.0
+morph_micro_f = 0.11
+
+[pretraining]
+
+[initialize]
+vectors = ${paths.vectors}
+init_tok2vec = ${paths.init_tok2vec}
+vocab_data = null
+lookups = null
+before_init = null
+after_init = null
+
+[initialize.components]
+
+[initialize.tokenizer]

fo_pipeline_general-any-py3-none-any.whl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6646857199b4aac86cfd919e95d76b1a0673899c49b7c090645c530cc92f158
+size 3746865835

fold_1/config.cfg

@@ -0,0 +1,211 @@
+[paths]
+train = "/tmp/tmp4_nwd_h8/tmp_train.spacy"
+dev = "/tmp/tmp4_nwd_h8/tmp_dev.spacy"
+vectors = null
+init_tok2vec = null
+
+[system]
+gpu_allocator = "pytorch"
+seed = 0
+
+[nlp]
+lang = "fo"
+pipeline = ["transformer","trainable_lemmatizer","tagger","morphologizer","parser"]
+batch_size = 128
+disabled = []
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
+vectors = {"@vectors":"spacy.Vectors.v1"}
+
+[components]
+
+[components.morphologizer]
+factory = "morphologizer"
+extend = false
+label_smoothing = 0.0
+overwrite = true
+scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
+
+[components.morphologizer.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.morphologizer.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.parser]
+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]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "parser"
+extra_state_tokens = false
+hidden_width = 128
+maxout_pieces = 3
+use_upper = false
+nO = null
+
+[components.parser.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.tagger]
+factory = "tagger"
+label_smoothing = 0.0
+neg_prefix = "!"
+overwrite = false
+scorer = {"@scorers":"spacy.tagger_scorer.v1"}
+
+[components.tagger.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.tagger.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.trainable_lemmatizer]
+factory = "trainable_lemmatizer"
+backoff = "orth"
+min_tree_freq = 3
+overwrite = false
+scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
+top_k = 3
+
+[components.trainable_lemmatizer.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.trainable_lemmatizer.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.transformer]
+factory = "transformer"
+max_batch_items = 4096
+set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
+
+[components.transformer.model]
+@architectures = "spacy-transformers.TransformerModel.v3"
+name = "bert-base-multilingual-uncased"
+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"
+path = ${paths.dev}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[corpora.train]
+@readers = "spacy.Corpus.v1"
+path = ${paths.train}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[training]
+accumulate_gradient = 3
+dev_corpus = "corpora.dev"
+train_corpus = "corpora.train"
+seed = ${system.seed}
+gpu_allocator = ${system.gpu_allocator}
+dropout = 0.1
+patience = 1600
+max_epochs = 0
+max_steps = 1200
+eval_frequency = 200
+frozen_components = []
+annotating_components = []
+before_to_disk = null
+before_update = null
+
+[training.batcher]
+@batchers = "spacy.batch_by_padded.v1"
+discard_oversize = true
+size = 2000
+buffer = 256
+get_length = null
+
+[training.logger]
+@loggers = "spacy.ConsoleLogger.v1"
+progress_bar = false
+
+[training.optimizer]
+@optimizers = "Adam.v1"
+beta1 = 0.9
+beta2 = 0.999
+L2_is_weight_decay = true
+L2 = 0.01
+grad_clip = 1.0
+use_averages = false
+eps = 0.00000001
+
+[training.optimizer.learn_rate]
+@schedules = "warmup_linear.v1"
+warmup_steps = 250
+total_steps = 20000
+initial_rate = 0.00005
+
+[training.score_weights]
+lemma_acc = 0.23
+tag_acc = 0.23
+pos_acc = 0.11
+morph_acc = 0.11
+morph_per_feat = null
+dep_uas = 0.11
+dep_las = 0.11
+dep_las_per_type = null
+sents_p = null
+sents_r = null
+sents_f = 0.0
+morph_micro_f = 0.11
+
+[pretraining]
+
+[initialize]
+vectors = ${paths.vectors}
+init_tok2vec = ${paths.init_tok2vec}
+vocab_data = null
+lookups = null
+before_init = null
+after_init = null
+
+[initialize.components]
+
+[initialize.tokenizer]

fold_1/meta.json

@@ -0,0 +1,586 @@
+{
+  "lang":"fo",
+  "name":"pipeline",
+  "version":"0.0.0",
+  "spacy_version":">=3.7.5,<3.8.0",
+  "description":"",
+  "author":"",
+  "email":"",
+  "url":"",
+  "license":"",
+  "spacy_git_version":"a6d0fc360",
+  "vectors":{
+    "width":0,
+    "vectors":0,
+    "keys":0,
+    "name":null,
+    "mode":"default"
+  },
+  "labels":{
+    "transformer":[
+
+    ],
+    "tagger":[
+      "A",
+      "Abbr",
+      "Adv",
+      "CC",
+      "CLB",
+      "CS",
+      "Det",
+      "IM",
+      "Interj",
+      "N",
+      "Num",
+      "PUNCT",
+      "Pr",
+      "Pron",
+      "V",
+      "x"
+    ],
+    "morphologizer":[
+      "POS=ADV",
+      "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN",
+      "POS=CCONJ",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres",
+      "POS=ADP",
+      "Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN",
+      "POS=PUNCT",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN",
+      "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ",
+      "POS=VERB|VerbForm=Sup",
+      "Case=Nom|Number=Sing|POS=PROPN",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Acc|Number=Sing|POS=PROPN",
+      "Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past",
+      "POS=PART",
+      "POS=VERB|VerbForm=Inf",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN",
+      "Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN",
+      "Case=Nom|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN",
+      "NumType=Ord|POS=ADJ",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN",
+      "Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN",
+      "Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN",
+      "Mood=Ind|Number=Plur|POS=AUX|Tense=Pres",
+      "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN",
+      "Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN",
+      "POS=NUM",
+      "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Dat|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=AUX|Tense=Past",
+      "Case=Nom|POS=NUM",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN",
+      "Mood=Ind|Number=Plur|POS=VERB|Tense=Past",
+      "POS=SCONJ",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres",
+      "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=PRON",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN",
+      "Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ",
+      "Mood=Ind|Number=Sing|POS=VERB|Tense=Past",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN",
+      "POS=PRON|PronType=Rel",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=DET",
+      "Case=Dat|POS=NUM",
+      "POS=NOUN",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=DET",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN",
+      "POS=X",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=DET",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=PRON",
+      "Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=NUM",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN",
+      "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Part",
+      "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN",
+      "Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN",
+      "Case=Gen|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN",
+      "Case=Acc|POS=PRON|Reflex=Yes",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=DET",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN",
+      "Mood=Ind|Number=Plur|POS=VERB|Tense=Past|Voice=Pass",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ",
+      "POS=DET",
+      "Case=Acc|POS=NUM",
+      "Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Gen|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN",
+      "Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=ADJ",
+      "Mood=Ind|Number=Plur|POS=VERB|Tense=Pres",
+      "Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Nom|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=NUM",
+      "Case=Nom|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN",
+      "Case=Nom|Definite=Def|Number=Sing|POS=PROPN",
+      "Case=Nom|Definite=Ind|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN",
+      "POS=VERB",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Dat|POS=NOUN",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=NUM",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=DET",
+      "Mood=Ind|Number=Sing|POS=VERB|Tense=Past|Voice=Pass",
+      "Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Nom|Definite=Ind|Degree=Sup|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Nom|Gender=Neut|POS=ADJ",
+      "Case=Acc|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN",
+      "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Dat|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ",
+      "POS=INTJ",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ",
+      "POS=VERB|VerbForm=Inf|Voice=Pass",
+      "Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=DET",
+      "Case=Dat|Gender=Neut|Number=Sing|POS=NUM",
+      "Degree=Sup|POS=ADV",
+      "Case=Nom|Definite=Ind|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
+      "Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem",
+      "Case=Nom|Gender=Fem|POS=ADJ",
+      "Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ",
+      "Mood=Ind|Number=Sing|POS=AUX|Tense=Past",
+      "POS=AUX|VerbForm=Sup",
+      "POS=AUX|VerbForm=Inf",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=NUM",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN",
+      "Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN",
+      "Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN",
+      "Mood=Ind|Number=Plur|POS=VERB|Tense=Pres|Voice=Pass",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=PRON",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=DET",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN",
+      "Case=Nom|Gender=Masc|POS=ADJ",
+      "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres",
+      "Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Nom|Definite=Ind|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
+      "Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=DET",
+      "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN",
+      "Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=DET",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=PROPN",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Dat|Definite=Def|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=ADJ",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|Voice=Pass",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "POS=VERB|VerbForm=Sup|Voice=Pass",
+      "Case=Dat|POS=PRON|Reflex=Yes",
+      "Case=Dat|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN",
+      "Case=Gen|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Nom|Number=Sing|POS=PRON",
+      "Gender=Neut|Number=Plur|POS=ADV",
+      "Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=DET",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=DET",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=PRON",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=PRON",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=DET",
+      "Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=PRON",
+      "Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN",
+      "Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Dat|Definite=Def|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=DET",
+      "Number=Sing|POS=VERB|Tense=Imp",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN",
+      "Case=Nom|POS=NOUN",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Acc|Gender=Fem|POS=ADJ",
+      "Case=Dat|Gender=Neut|Number=Sing|POS=DET",
+      "Case=Gen|POS=NUM",
+      "Case=Acc|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN",
+      "Case=Acc|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Int",
+      "Case=Acc|Gender=Neut|Number=Plur|POS=DET",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=DET",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN",
+      "Case=Acc|Gender=Neut|POS=ADJ",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=ADJ",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=DET",
+      "Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres",
+      "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=NUM",
+      "Case=Nom|Definite=Ind|Gender=Neut|POS=DET",
+      "Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Dat|Definite=Def|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
+      "Case=Nom|Number=Plur|POS=PROPN",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|Voice=Pass",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN",
+      "Gender=Masc|Number=Plur|POS=ADV",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=NUM",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=DET",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Gen|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Case=Nom|Number=Sing|POS=PRON|PronType=Prs",
+      "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Part",
+      "Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Ind|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Acc|POS=NOUN",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Dat|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ"
+    ],
+    "parser":[
+      "ROOT",
+      "advcl",
+      "advmod",
+      "amod",
+      "aux",
+      "aux:pass",
+      "case",
+      "cc",
+      "conj",
+      "cop",
+      "dep",
+      "det",
+      "flat",
+      "mark",
+      "nmod",
+      "nmod:poss",
+      "nsubj",
+      "nummod",
+      "obj",
+      "obl",
+      "parataxis",
+      "punct",
+      "xcomp"
+    ]
+  },
+  "pipeline":[
+    "transformer",
+    "trainable_lemmatizer",
+    "tagger",
+    "morphologizer",
+    "parser"
+  ],
+  "components":[
+    "transformer",
+    "trainable_lemmatizer",
+    "tagger",
+    "morphologizer",
+    "parser"
+  ],
+  "disabled":[
+
+  ],
+  "performance":{
+    "lemma_acc":0.8371295616,
+    "tag_acc":0.9677895254,
+    "pos_acc":0.9486107696,
+    "morph_acc":0.8903638151,
+    "morph_per_feat":{
+      "Case":{
+        "p":0.9262381454,
+        "r":0.9118257261,
+        "f":0.9189754313
+      },
+      "Definite":{
+        "p":0.9441997063,
+        "r":0.9428152493,
+        "f":0.9435069699
+      },
+      "Gender":{
+        "p":0.8439086294,
+        "r":0.8291770574,
+        "f":0.8364779874
+      },
+      "Number":{
+        "p":0.966609589,
+        "r":0.9608510638,
+        "f":0.9637217243
+      },
+      "Mood":{
+        "p":0.9771863118,
+        "r":0.9922779923,
+        "f":0.9846743295
+      },
+      "Person":{
+        "p":0.9874476987,
+        "r":1.0,
+        "f":0.9936842105
+      },
+      "Tense":{
+        "p":0.969924812,
+        "r":0.9772727273,
+        "f":0.9735849057
+      },
+      "PronType":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "Degree":{
+        "p":1.0,
+        "r":0.9047619048,
+        "f":0.95
+      },
+      "NumType":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "VerbForm":{
+        "p":0.8717948718,
+        "r":0.85,
+        "f":0.8607594937
+      },
+      "Voice":{
+        "p":1.0,
+        "r":0.9,
+        "f":0.9473684211
+      },
+      "Reflex":{
+        "p":0.75,
+        "r":0.75,
+        "f":0.75
+      }
+    },
+    "dep_uas":0.9016632623,
+    "dep_las":0.8355685131,
+    "dep_las_per_type":{
+      "nsubj":{
+        "p":0.8818897638,
+        "r":0.9105691057,
+        "f":0.896
+      },
+      "cop":{
+        "p":0.9306358382,
+        "r":0.9252873563,
+        "f":0.9279538905
+      },
+      "root":{
+        "p":0.9227642276,
+        "r":0.9380165289,
+        "f":0.9303278689
+      },
+      "det":{
+        "p":0.9111111111,
+        "r":0.9318181818,
+        "f":0.9213483146
+      },
+      "parataxis":{
+        "p":0.8965517241,
+        "r":0.9285714286,
+        "f":0.9122807018
+      },
+      "case":{
+        "p":0.9563492063,
+        "r":0.9450980392,
+        "f":0.9506903353
+      },
+      "nmod":{
+        "p":0.7096774194,
+        "r":0.55,
+        "f":0.6197183099
+      },
+      "obl":{
+        "p":0.6708860759,
+        "r":0.7910447761,
+        "f":0.7260273973
+      },
+      "advmod":{
+        "p":0.7222222222,
+        "r":0.6842105263,
+        "f":0.7027027027
+      },
+      "amod":{
+        "p":0.9256198347,
+        "r":0.875,
+        "f":0.8995983936
+      },
+      "mark":{
+        "p":0.8095238095,
+        "r":0.8095238095,
+        "f":0.8095238095
+      },
+      "advcl":{
+        "p":0.5,
+        "r":0.2857142857,
+        "f":0.3636363636
+      },
+      "dep":{
+        "p":0.0892857143,
+        "r":0.4545454545,
+        "f":0.1492537313
+      },
+      "nmod:poss":{
+        "p":0.625,
+        "r":0.3846153846,
+        "f":0.4761904762
+      },
+      "cc":{
+        "p":0.9444444444,
+        "r":0.9444444444,
+        "f":0.9444444444
+      },
+      "conj":{
+        "p":0.7741935484,
+        "r":0.8,
+        "f":0.7868852459
+      },
+      "obj":{
+        "p":0.75,
+        "r":0.75,
+        "f":0.75
+      },
+      "compound":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "nummod":{
+        "p":0.92,
+        "r":0.8846153846,
+        "f":0.9019607843
+      },
+      "aux":{
+        "p":0.9090909091,
+        "r":0.5882352941,
+        "f":0.7142857143
+      },
+      "flat":{
+        "p":0.7777777778,
+        "r":0.5,
+        "f":0.6086956522
+      },
+      "ccomp":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "aux:pass":{
+        "p":0.3076923077,
+        "r":1.0,
+        "f":0.4705882353
+      },
+      "cc:preconj":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "xcomp":{
+        "p":0.3333333333,
+        "r":0.4285714286,
+        "f":0.375
+      },
+      "expl":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "acl":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "appos":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "csubj":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "iobj":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "orphan":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "fixed":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      }
+    },
+    "sents_p":0.9674796748,
+    "sents_r":0.9834710744,
+    "sents_f":0.9754098361,
+    "morph_micro_f":0.931424767,
+    "transformer_loss":495.9715192157,
+    "trainable_lemmatizer_loss":1216.7586318402,
+    "tagger_loss":29.3366325466,
+    "morphologizer_loss":1612.5099418437,
+    "parser_loss":120.0326990045
+  }
+}

fold_1/morphologizer/cfg

@@ -0,0 +1,517 @@
+{
+  "extend":false,
+  "label_smoothing":0.0,
+  "labels_morph":{
+    "POS=ADV":"",
+    "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Masc|Number=Sing",
+    "POS=CCONJ":"",
+    "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Neut|Number=Sing",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres":"Mood=Ind|Number=Sing|Person=3|Tense=Pres",
+    "POS=ADP":"",
+    "Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN":"Case=Acc|Definite=Def|Gender=Fem|Number=Plur",
+    "POS=PUNCT":"",
+    "Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN":"Case=Dat|Definite=Ind|Gender=Fem|Number=Plur",
+    "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN":"Case=Dat|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Masc|Number=Sing",
+    "POS=VERB|VerbForm=Sup":"VerbForm=Sup",
+    "Case=Nom|Number=Sing|POS=PROPN":"Case=Nom|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Acc|Number=Sing|POS=PROPN":"Case=Acc|Number=Sing",
+    "Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Case=Nom|Definite=Def|Gender=Neut|Number=Sing",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past":"Mood=Ind|Number=Sing|Person=3|Tense=Past",
+    "POS=PART":"",
+    "POS=VERB|VerbForm=Inf":"VerbForm=Inf",
+    "Case=Nom|Gender=Fem|Number=Sing|POS=PROPN":"Case=Nom|Gender=Fem|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Neut|Number=Plur",
+    "Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Masc|Number=Plur",
+    "Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Masc|Number=Plur",
+    "Case=Nom|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing",
+    "Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN":"Case=Nom|Definite=Def|Gender=Fem|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN":"Case=Nom|Definite=Def|Gender=Masc|Number=Sing",
+    "Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Fem|Number=Sing",
+    "NumType=Ord|POS=ADJ":"NumType=Ord",
+    "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Fem|Number=Sing",
+    "Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN":"Case=Nom|Definite=Def|Gender=Neut|Number=Plur",
+    "Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN":"Case=Dat|Definite=Def|Gender=Neut|Number=Plur",
+    "Mood=Ind|Number=Plur|POS=AUX|Tense=Pres":"Mood=Ind|Number=Plur|Tense=Pres",
+    "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN":"Case=Gen|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN":"Case=Nom|Definite=Def|Gender=Fem|Number=Plur",
+    "POS=NUM":"",
+    "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Case=Dat|Definite=Def|Gender=Neut|Number=Sing",
+    "Case=Dat|Number=Sing|POS=PROPN":"Case=Dat|Number=Sing",
+    "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ":"Case=Dat|Definite=Def|Gender=Neut|Number=Sing",
+    "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Number=Plur|Person=3|PronType=Prs",
+    "Mood=Ind|Number=Plur|POS=AUX|Tense=Past":"Mood=Ind|Number=Plur|Tense=Past",
+    "Case=Nom|POS=NUM":"Case=Nom",
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Neut|Number=Plur",
+    "Mood=Ind|Number=Plur|POS=VERB|Tense=Past":"Mood=Ind|Number=Plur|Tense=Past",
+    "POS=SCONJ":"",
+    "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ":"Case=Acc|Definite=Ind|Gender=Neut|Number=Plur",
+    "Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Case=Gen|Definite=Def|Gender=Neut|Number=Sing",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres":"Mood=Ind|Number=Sing|Person=3|Tense=Pres",
+    "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN":"Case=Dat|Definite=Def|Gender=Fem|Number=Sing",
+    "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN":"Case=Acc|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=PRON":"Case=Acc|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Fem|Number=Plur",
+    "Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Fem|Number=Plur",
+    "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Fem|Number=Plur",
+    "Mood=Ind|Number=Sing|POS=VERB|Tense=Past":"Mood=Ind|Number=Sing|Tense=Past",
+    "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past":"Mood=Ind|Number=Sing|Person=3|Tense=Past",
+    "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ":"Case=Acc|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN":"Case=Acc|Definite=Def|Gender=Fem|Number=Sing",
+    "POS=PRON|PronType=Rel":"PronType=Rel",
+    "Case=Nom|Gender=Masc|Number=Sing|POS=DET":"Case=Nom|Gender=Masc|Number=Sing",
+    "Case=Dat|POS=NUM":"Case=Dat",
+    "POS=NOUN":"",
+    "Case=Nom|Gender=Neut|Number=Sing|POS=DET":"Case=Nom|Gender=Neut|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Neut|Number=Plur",
+    "POS=X":"",
+    "Case=Dat|Gender=Fem|Number=Sing|POS=DET":"Case=Dat|Gender=Fem|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN":"Case=Nom|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Neut|Number=Plur",
+    "Case=Nom|Gender=Neut|Number=Sing|POS=PRON":"Case=Nom|Gender=Neut|Number=Sing",
+    "Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Case=Gen|Number=Sing|Person=1|PronType=Prs",
+    "Case=Acc|Gender=Fem|Number=Sing|POS=NUM":"Case=Acc|Gender=Fem|Number=Sing",
+    "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Fem|Number=Plur",
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+    "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":92,
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+    "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":92,
+    "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Part":100,
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+    "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN":92,
+    "Mood=Ind|Number=Plur|POS=VERB|Tense=Past|Voice=Pass":100,
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+    "Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
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+    "Mood=Ind|Number=Plur|POS=VERB|Tense=Pres":100,
+    "Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":92,
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+    "Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN":92,
+    "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN":96,
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+    "Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":92,
+    "Case=Nom|Definite=Def|Number=Sing|POS=PROPN":96,
+    "Case=Nom|Definite=Ind|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ":84,
+    "Case=Dat|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN":92,
+    "POS=VERB":100,
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+    "Case=Nom|Gender=Masc|Number=Sing|POS=NUM":93,
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+    "Mood=Ind|Number=Sing|POS=VERB|Tense=Past|Voice=Pass":100,
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+    "Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ":84,
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+    "Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN":92,
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+    "Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN":92,
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+    "Mood=Ind|Number=Sing|POS=AUX|Tense=Past":87,
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+    "Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN":92,
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+    "Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN":92,
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+    "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN":96,
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+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=DET":90,
+    "Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres":100,
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+    "Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
+    "Case=Acc|Gender=Neut|Number=Sing|POS=NUM":93,
+    "Case=Nom|Definite=Ind|Gender=Neut|POS=DET":90,
+    "Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ":84,
+    "Case=Dat|Definite=Def|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":100,
+    "Case=Nom|Number=Plur|POS=PROPN":96,
+    "Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|Voice=Pass":100,
+    "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN":96,
+    "Gender=Masc|Number=Plur|POS=ADV":86,
+    "Case=Nom|Gender=Neut|Number=Sing|POS=NUM":93,
+    "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=DET":90,
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN":96,
+    "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem":95,
+    "Case=Gen|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
+    "Case=Nom|Number=Sing|POS=PRON|PronType=Prs":95,
+    "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Part":100,
+    "Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ":84,
+    "Case=Dat|Definite=Ind|Number=Sing|POS=PROPN":96,
+    "Case=Dat|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ":84,
+    "Case=Acc|POS=NOUN":92,
+    "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
+    "Case=Dat|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ":84
+  },
+  "overwrite":true
+}

fold_1/parser/cfg

@@ -0,0 +1,13 @@
+{
+  "moves":null,
+  "update_with_oracle_cut_size":100,
+  "multitasks":[
+
+  ],
+  "min_action_freq":30,
+  "learn_tokens":false,
+  "beam_width":1,
+  "beam_density":0.0,
+  "beam_update_prob":0.0,
+  "incorrect_spans_key":null
+}

fold_1/parser/moves

@@ -0,0 +1 @@
+��moves�
t{"0":{"":4166},"1":{"":2838},"2":{"case":962,"nsubj":866,"cop":610,"amod":488,"cc":236,"advmod":188,"punct":147,"det":142,"nummod":118,"obl":104,"mark":102,"aux":44,"dep":43,"aux:pass":33},"3":{"punct":1095,"obl":399,"nmod":254,"conj":232,"nsubj":134,"obj":110,"advmod":109,"parataxis":106,"cop":77,"nmod:poss":54,"xcomp":45,"advcl":36,"flat":35,"dep":0},"4":{"ROOT":966}}�cfg��neg_key�

fold_1/tagger/cfg

@@ -0,0 +1,23 @@
+{
+  "label_smoothing":0.0,
+  "labels":[
+    "A",
+    "Abbr",
+    "Adv",
+    "CC",
+    "CLB",
+    "CS",
+    "Det",
+    "IM",
+    "Interj",
+    "N",
+    "Num",
+    "PUNCT",
+    "Pr",
+    "Pron",
+    "V",
+    "x"
+  ],
+  "neg_prefix":"!",
+  "overwrite":false
+}

fold_1/tokenizer

@@ -0,0 +1,3 @@
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fold_1/transformer/cfg

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+{
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+}

fold_1/transformer/model

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+size 672942552

fold_1/vocab/key2row

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fold_1/vocab/lookups.bin

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fold_1/vocab/vectors.cfg

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+{
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+}

fold_2/config.cfg

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+[paths]
+train = "/tmp/tmpafqsrdz8/tmp_train.spacy"
+dev = "/tmp/tmpafqsrdz8/tmp_dev.spacy"
+vectors = null
+init_tok2vec = null
+
+[system]
+gpu_allocator = "pytorch"
+seed = 0
+
+[nlp]
+lang = "fo"
+pipeline = ["transformer","trainable_lemmatizer","tagger","morphologizer","parser"]
+batch_size = 128
+disabled = []
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
+vectors = {"@vectors":"spacy.Vectors.v1"}
+
+[components]
+
+[components.morphologizer]
+factory = "morphologizer"
+extend = false
+label_smoothing = 0.0
+overwrite = true
+scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
+
+[components.morphologizer.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.morphologizer.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.parser]
+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]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "parser"
+extra_state_tokens = false
+hidden_width = 128
+maxout_pieces = 3
+use_upper = false
+nO = null
+
+[components.parser.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.tagger]
+factory = "tagger"
+label_smoothing = 0.0
+neg_prefix = "!"
+overwrite = false
+scorer = {"@scorers":"spacy.tagger_scorer.v1"}
+
+[components.tagger.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.tagger.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.trainable_lemmatizer]
+factory = "trainable_lemmatizer"
+backoff = "orth"
+min_tree_freq = 3
+overwrite = false
+scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
+top_k = 3
+
+[components.trainable_lemmatizer.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.trainable_lemmatizer.model.tok2vec]
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+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
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+[components.transformer]
+factory = "transformer"
+max_batch_items = 4096
+set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
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+[components.transformer.model]
+@architectures = "spacy-transformers.TransformerModel.v3"
+name = "bert-base-multilingual-uncased"
+mixed_precision = false
+
+[components.transformer.model.get_spans]
+@span_getters = "spacy-transformers.strided_spans.v1"
+window = 128
+stride = 96
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+[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"
+path = ${paths.dev}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[corpora.train]
+@readers = "spacy.Corpus.v1"
+path = ${paths.train}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[training]
+accumulate_gradient = 3
+dev_corpus = "corpora.dev"
+train_corpus = "corpora.train"
+seed = ${system.seed}
+gpu_allocator = ${system.gpu_allocator}
+dropout = 0.1
+patience = 1600
+max_epochs = 0
+max_steps = 1200
+eval_frequency = 200
+frozen_components = []
+annotating_components = []
+before_to_disk = null
+before_update = null
+
+[training.batcher]
+@batchers = "spacy.batch_by_padded.v1"
+discard_oversize = true
+size = 2000
+buffer = 256
+get_length = null
+
+[training.logger]
+@loggers = "spacy.ConsoleLogger.v1"
+progress_bar = false
+
+[training.optimizer]
+@optimizers = "Adam.v1"
+beta1 = 0.9
+beta2 = 0.999
+L2_is_weight_decay = true
+L2 = 0.01
+grad_clip = 1.0
+use_averages = false
+eps = 0.00000001
+
+[training.optimizer.learn_rate]
+@schedules = "warmup_linear.v1"
+warmup_steps = 250
+total_steps = 20000
+initial_rate = 0.00005
+
+[training.score_weights]
+lemma_acc = 0.23
+tag_acc = 0.23
+pos_acc = 0.11
+morph_acc = 0.11
+morph_per_feat = null
+dep_uas = 0.11
+dep_las = 0.11
+dep_las_per_type = null
+sents_p = null
+sents_r = null
+sents_f = 0.0
+morph_micro_f = 0.11
+
+[pretraining]
+
+[initialize]
+vectors = ${paths.vectors}
+init_tok2vec = ${paths.init_tok2vec}
+vocab_data = null
+lookups = null
+before_init = null
+after_init = null
+
+[initialize.components]
+
+[initialize.tokenizer]

fold_2/meta.json

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+{
+  "lang":"fo",
+  "name":"pipeline",
+  "version":"0.0.0",
+  "spacy_version":">=3.7.5,<3.8.0",
+  "description":"",
+  "author":"",
+  "email":"",
+  "url":"",
+  "license":"",
+  "spacy_git_version":"a6d0fc360",
+  "vectors":{
+    "width":0,
+    "vectors":0,
+    "keys":0,
+    "name":null,
+    "mode":"default"
+  },
+  "labels":{
+    "transformer":[
+
+    ],
+    "tagger":[
+      "A",
+      "Abbr",
+      "Adv",
+      "CC",
+      "CLB",
+      "CS",
+      "Det",
+      "IM",
+      "N",
+      "Num",
+      "PUNCT",
+      "Pr",
+      "Pron",
+      "V",
+      "x"
+    ],
+    "morphologizer":[
+      "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres",
+      "Case=Nom|Number=Sing|POS=PROPN",
+      "POS=PUNCT",
+      "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=DET",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
+      "POS=ADP",
+      "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN",
+      "POS=ADV",
+      "Case=Dat|POS=NOUN",
+      "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "POS=X",
+      "Case=Nom|POS=NUM",
+      "Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN",
+      "Mood=Ind|Number=Plur|POS=AUX|Tense=Pres",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=PROPN",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem",
+      "Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN",
+      "Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Acc|Number=Sing|POS=PROPN",
+      "Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN",
+      "Case=Dat|POS=NUM",
+      "Case=Dat|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN",
+      "POS=NUM",
+      "POS=CCONJ",
+      "Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN",
+      "NumType=Ord|POS=ADJ",
+      "Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Number=Sing|POS=VERB|Tense=Imp",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN",
+      "POS=VERB|VerbForm=Sup|Voice=Pass",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Nom|Definite=Ind|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=NUM",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN",
+      "Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Acc|POS=PRON|Reflex=Yes",
+      "POS=SCONJ",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Tense=Past",
+      "Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN",
+      "Mood=Ind|Number=Plur|POS=VERB|Tense=Pres",
+      "Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN",
+      "POS=VERB|VerbForm=Inf|Voice=Pass",
+      "Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN",
+      "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Dat|POS=PROPN",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN",
+      "Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN",
+      "POS=NOUN",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past",
+      "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=DET",
+      "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN",
+      "POS=VERB|VerbForm=Sup",
+      "POS=PART",
+      "POS=VERB|VerbForm=Inf",
+      "Case=Dat|Gender=Neut|Number=Sing|POS=DET",
+      "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN",
+      "Degree=Sup|Gender=Neut|Number=Plur|POS=ADV",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN",
+      "Case=Dat|Number=Sing|POS=PROPN",
+      "Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=DET",
+      "POS=PRON|PronType=Rel",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|Voice=Pass",
+      "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Nom|Gender=Fem|POS=ADJ",
+      "Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ",
+      "Mood=Ind|Number=Plur|POS=AUX|Tense=Past",
+      "Mood=Ind|Number=Plur|POS=VERB|Tense=Past|Voice=Pass",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=DET",
+      "Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN",
+      "POS=AUX|VerbForm=Sup",
+      "Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ",
+      "Number=Plur|POS=VERB|Tense=Imp",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN",
+      "Gender=Neut|Number=Plur|POS=ADV",
+      "Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=NUM",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN",
+      "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=DET",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ",
+      "POS=AUX|VerbForm=Inf",
+      "Case=Nom|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Nom|POS=NOUN",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=PROPN",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=DET",
+      "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=DET",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN",
+      "Mood=Ind|Number=Plur|POS=VERB|Tense=Past",
+      "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=NUM",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=DET",
+      "Case=Dat|POS=PRON|Reflex=Yes",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN",
+      "Case=Gen|Definite=Ind|Number=Sing|POS=NOUN",
+      "Case=Gen|Number=Sing|POS=PROPN",
+      "Case=Acc|POS=PROPN",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=DET",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=DET",
+      "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Part",
+      "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=NUM",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=PROPN",
+      "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Dat|Definite=Def|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Nom|Definite=Ind|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
+      "Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=ADJ",
+      "Mood=Ind|Number=Sing|POS=VERB|Tense=Past|Voice=Pass",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Dat|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem",
+      "Mood=Ind|Number=Plur|POS=VERB|Tense=Pres|Voice=Pass",
+      "Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN",
+      "Case=Gen|Gender=Masc|Number=Sing|POS=PROPN",
+      "Mood=Ind|Number=Sing|POS=AUX|Tense=Past",
+      "Case=Nom|Number=Sing|POS=PRON",
+      "Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=DET",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=PRON",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=PRON",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=PRON",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=NUM",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN",
+      "Degree=Sup|POS=ADV",
+      "Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Dat|Definite=Def|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=DET",
+      "Case=Dat|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Acc|Gender=Fem|POS=ADJ",
+      "Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Gen|POS=NUM",
+      "Case=Gen|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN",
+      "Case=Acc|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN",
+      "Case=Acc|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Nom|Gender=Neut|POS=ADJ",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Int",
+      "Case=Acc|Gender=Neut|Number=Plur|POS=DET",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN",
+      "Case=Acc|Gender=Neut|POS=ADJ",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=DET",
+      "Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres",
+      "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=NUM",
+      "Case=Nom|Definite=Ind|Gender=Neut|POS=DET",
+      "Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Dat|Definite=Def|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
+      "Case=Nom|Number=Plur|POS=PROPN",
+      "Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Acc|POS=NUM",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|Voice=Pass",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN",
+      "Gender=Masc|Number=Plur|POS=ADV",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=DET",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=DET",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Gen|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=DET",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=DET",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Nom|Number=Sing|POS=PRON|PronType=Prs",
+      "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Part",
+      "Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Ind|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Acc|POS=NOUN",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Dat|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ"
+    ],
+    "parser":[
+      "ROOT",
+      "advcl",
+      "advmod",
+      "amod",
+      "aux",
+      "aux:pass",
+      "case",
+      "cc",
+      "conj",
+      "cop",
+      "dep",
+      "det",
+      "flat",
+      "mark",
+      "nmod",
+      "nmod:poss",
+      "nsubj",
+      "nummod",
+      "obj",
+      "obl",
+      "parataxis",
+      "punct",
+      "xcomp"
+    ]
+  },
+  "pipeline":[
+    "transformer",
+    "trainable_lemmatizer",
+    "tagger",
+    "morphologizer",
+    "parser"
+  ],
+  "components":[
+    "transformer",
+    "trainable_lemmatizer",
+    "tagger",
+    "morphologizer",
+    "parser"
+  ],
+  "disabled":[
+
+  ],
+  "performance":{
+    "lemma_acc":0.8460966543,
+    "tag_acc":0.9771598808,
+    "pos_acc":0.9553128103,
+    "morph_acc":0.8944623789,
+    "morph_per_feat":{
+      "Case":{
+        "p":0.9429778247,
+        "r":0.9390115668,
+        "f":0.9409905163
+      },
+      "Definite":{
+        "p":0.9290882779,
+        "r":0.949704142,
+        "f":0.9392831017
+      },
+      "Gender":{
+        "p":0.8382165605,
+        "r":0.8545454545,
+        "f":0.8463022508
+      },
+      "Number":{
+        "p":0.9673258813,
+        "r":0.9656652361,
+        "f":0.9664948454
+      },
+      "Mood":{
+        "p":0.989010989,
+        "r":0.989010989,
+        "f":0.989010989
+      },
+      "Person":{
+        "p":0.9785407725,
+        "r":0.9785407725,
+        "f":0.9785407725
+      },
+      "Tense":{
+        "p":0.9816849817,
+        "r":0.9816849817,
+        "f":0.9816849817
+      },
+      "PronType":{
+        "p":1.0,
+        "r":0.9259259259,
+        "f":0.9615384615
+      },
+      "VerbForm":{
+        "p":0.9696969697,
+        "r":0.9142857143,
+        "f":0.9411764706
+      },
+      "Degree":{
+        "p":0.8571428571,
+        "r":0.7826086957,
+        "f":0.8181818182
+      },
+      "NumType":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "Voice":{
+        "p":0.875,
+        "r":1.0,
+        "f":0.9333333333
+      },
+      "Reflex":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      }
+    },
+    "dep_uas":0.8910425844,
+    "dep_las":0.825601879,
+    "dep_las_per_type":{
+      "amod":{
+        "p":0.8962962963,
+        "r":0.968,
+        "f":0.9307692308
+      },
+      "nsubj":{
+        "p":0.879245283,
+        "r":0.9031007752,
+        "f":0.8910133843
+      },
+      "cc":{
+        "p":0.7966101695,
+        "r":0.8103448276,
+        "f":0.8034188034
+      },
+      "conj":{
+        "p":0.7962962963,
+        "r":0.7413793103,
+        "f":0.7678571429
+      },
+      "cop":{
+        "p":0.9096045198,
+        "r":0.92,
+        "f":0.9147727273
+      },
+      "case":{
+        "p":0.9677419355,
+        "r":0.971659919,
+        "f":0.9696969697
+      },
+      "root":{
+        "p":0.8966942149,
+        "r":0.8966942149,
+        "f":0.8966942149
+      },
+      "obl":{
+        "p":0.7719298246,
+        "r":0.704,
+        "f":0.7364016736
+      },
+      "advmod":{
+        "p":0.6111111111,
+        "r":0.6376811594,
+        "f":0.6241134752
+      },
+      "dep":{
+        "p":0.1607142857,
+        "r":0.4736842105,
+        "f":0.24
+      },
+      "nmod":{
+        "p":0.5487804878,
+        "r":0.703125,
+        "f":0.6164383562
+      },
+      "mark":{
+        "p":0.7083333333,
+        "r":0.7727272727,
+        "f":0.7391304348
+      },
+      "csubj":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "obj":{
+        "p":0.6875,
+        "r":0.6470588235,
+        "f":0.6666666667
+      },
+      "flat":{
+        "p":0.8,
+        "r":0.7272727273,
+        "f":0.7619047619
+      },
+      "nmod:poss":{
+        "p":0.3333333333,
+        "r":0.1578947368,
+        "f":0.2142857143
+      },
+      "parataxis":{
+        "p":0.8148148148,
+        "r":0.8461538462,
+        "f":0.8301886792
+      },
+      "fixed":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "appos":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "nummod":{
+        "p":0.9473684211,
+        "r":0.9230769231,
+        "f":0.9350649351
+      },
+      "advcl":{
+        "p":0.5,
+        "r":0.1111111111,
+        "f":0.1818181818
+      },
+      "xcomp":{
+        "p":0.6363636364,
+        "r":0.5,
+        "f":0.56
+      },
+      "aux":{
+        "p":0.7692307692,
+        "r":0.9090909091,
+        "f":0.8333333333
+      },
+      "acl:relcl":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "det":{
+        "p":0.935483871,
+        "r":1.0,
+        "f":0.9666666667
+      },
+      "aux:pass":{
+        "p":1.0,
+        "r":0.375,
+        "f":0.5454545455
+      },
+      "compound":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "expl":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "acl":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "nsubj:pass":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "discourse":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "ccomp":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "cc:preconj":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "orphan":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      }
+    },
+    "sents_p":1.0,
+    "sents_r":1.0,
+    "sents_f":1.0,
+    "morph_micro_f":0.9380511218,
+    "transformer_loss":623.4996093242,
+    "trainable_lemmatizer_loss":785.3263418441,
+    "tagger_loss":23.4580317789,
+    "morphologizer_loss":1218.7705918102,
+    "parser_loss":121.8251206516
+  }
+}

fold_2/morphologizer/cfg

@@ -0,0 +1,485 @@
+{
+  "extend":false,
+  "label_smoothing":0.0,
+  "labels_morph":{
+    "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN":"Case=Nom|Definite=Def|Gender=Masc|Number=Sing",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres":"Mood=Ind|Number=Sing|Person=3|Tense=Pres",
+    "Case=Nom|Number=Sing|POS=PROPN":"Case=Nom|Number=Sing",
+    "POS=PUNCT":"",
+    "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN":"Case=Nom|Definite=Def|Gender=Masc|Number=Sing",
+    "Case=Nom|Gender=Neut|Number=Sing|POS=DET":"Case=Nom|Gender=Neut|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Neut|Number=Sing",
+    "POS=ADP":"",
+    "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN":"Case=Dat|Definite=Ind|Gender=Fem|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Fem|Number=Sing",
+    "POS=ADV":"",
+    "Case=Dat|POS=NOUN":"Case=Dat",
+    "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ":"Case=Dat|Definite=Def|Gender=Neut|Number=Sing",
+    "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Case=Dat|Definite=Def|Gender=Neut|Number=Sing",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres":"Mood=Ind|Number=Sing|Person=3|Tense=Pres",
+    "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Dat|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "POS=X":"",
+    "Case=Nom|POS=NUM":"Case=Nom",
+    "Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN":"Case=Dat|Definite=Def|Gender=Masc|Number=Sing",
+    "Mood=Ind|Number=Plur|POS=AUX|Tense=Pres":"Mood=Ind|Number=Plur|Tense=Pres",
+    "Case=Nom|Gender=Masc|Number=Sing|POS=PROPN":"Case=Nom|Gender=Masc|Number=Sing",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past":"Mood=Ind|Number=Sing|Person=3|Tense=Past",
+    "Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem":"Case=Nom|Gender=Neut|Number=Sing|PronType=Dem",
+    "Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Masc|Number=Plur",
+    "Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Case=Nom|Definite=Def|Gender=Neut|Number=Sing",
+    "Case=Acc|Number=Sing|POS=PROPN":"Case=Acc|Number=Sing",
+    "Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing",
+    "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN":"Case=Gen|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Fem|Number=Sing",
+    "Case=Dat|POS=NUM":"Case=Dat",
+    "Case=Dat|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN":"Case=Dat|Definite=Def|Gender=Masc|Number=Plur",
+    "POS=NUM":"",
+    "POS=CCONJ":"",
+    "Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Case=Gen|Definite=Def|Gender=Neut|Number=Sing",
+    "Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Plur",
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Neut|Number=Plur",
+    "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Masc|Number=Plur",
+    "NumType=Ord|POS=ADJ":"NumType=Ord",
+    "Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Number=Sing|Person=3|PronType=Prs",
+    "Number=Sing|POS=VERB|Tense=Imp":"Number=Sing|Tense=Imp",
+    "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ":"Case=Acc|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN":"Case=Dat|Definite=Ind|Gender=Fem|Number=Plur",
+    "POS=VERB|VerbForm=Sup|Voice=Pass":"VerbForm=Sup|Voice=Pass",
+    "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "Case=Nom|Definite=Ind|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ":"Case=Nom|Definite=Ind|Degree=Sup|Gender=Fem|Number=Plur",
+    "Case=Nom|Gender=Fem|Number=Sing|POS=NUM":"Case=Nom|Gender=Fem|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Fem|Number=Plur",
+    "Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN":"Case=Nom|Definite=Def|Gender=Masc|Number=Plur",
+    "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Masc|Number=Plur",
+    "Case=Acc|POS=PRON|Reflex=Yes":"Case=Acc|Reflex=Yes",
+    "POS=SCONJ":"",
+    "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "Mood=Ind|Number=Sing|POS=VERB|Tense=Past":"Mood=Ind|Number=Sing|Tense=Past",
+    "Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN":"Case=Dat|Definite=Def|Gender=Fem|Number=Plur",
+    "Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Masc|Number=Plur",
+    "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Fem|Number=Plur",
+    "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN":"Case=Dat|Definite=Ind|Gender=Neut|Number=Sing",
+    "Mood=Ind|Number=Plur|POS=VERB|Tense=Pres":"Mood=Ind|Number=Plur|Tense=Pres",
+    "Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN":"Case=Nom|Definite=Def|Gender=Fem|Number=Sing",
+    "POS=VERB|VerbForm=Inf|Voice=Pass":"VerbForm=Inf|Voice=Pass",
+    "Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN":"Case=Acc|Definite=Def|Gender=Fem|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Dat|POS=PROPN":"Case=Dat",
+    "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN":"Case=Nom|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ":"Case=Dat|Definite=Def|Gender=Fem|Number=Sing",
+    "Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN":"Case=Dat|Definite=Def|Gender=Fem|Number=Sing",
+    "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN":"Case=Acc|Definite=Def|Gender=Masc|Number=Plur",
+    "Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN":"Case=Dat|Definite=Def|Gender=Neut|Number=Plur",
+    "POS=NOUN":"",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past":"Mood=Ind|Number=Sing|Person=3|Tense=Past",
+    "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Gender=Masc|Number=Sing",
+    "Case=Nom|Gender=Masc|Number=Sing|POS=DET":"Case=Nom|Gender=Masc|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN":"Case=Dat|Definite=Ind|Gender=Neut|Number=Plur",
+    "POS=VERB|VerbForm=Sup":"VerbForm=Sup",
+    "POS=PART":"",
+    "POS=VERB|VerbForm=Inf":"VerbForm=Inf",
+    "Case=Dat|Gender=Neut|Number=Sing|POS=DET":"Case=Dat|Gender=Neut|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Neut|Number=Plur",
+    "Degree=Sup|Gender=Neut|Number=Plur|POS=ADV":"Degree=Sup|Gender=Neut|Number=Plur",
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN":"Case=Nom|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Dat|Number=Sing|POS=PROPN":"Case=Dat|Number=Sing",
+    "Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Number=Plur|Person=1|PronType=Prs",
+    "Case=Acc|Gender=Masc|Number=Sing|POS=PROPN":"Case=Acc|Gender=Masc|Number=Sing",
+    "Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN":"Case=Nom|Definite=Def|Gender=Neut|Number=Plur",
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Neut|Number=Plur",
+    "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Neut|Number=Plur",
+    "Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Case=Acc|Definite=Def|Gender=Neut|Number=Sing",
+    "Case=Nom|Gender=Fem|Number=Sing|POS=DET":"Case=Nom|Gender=Fem|Number=Sing",
+    "POS=PRON|PronType=Rel":"PronType=Rel",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|Voice=Pass":"Mood=Ind|Number=Sing|Person=3|Tense=Pres|Voice=Pass",
+    "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ":"Case=Acc|Definite=Def|Gender=Masc|Number=Sing",
+    "Case=Nom|Gender=Fem|POS=ADJ":"Case=Nom|Gender=Fem",
+    "Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur",
+    "Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Dat|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN":"Case=Nom|Definite=Ind|Gender=Fem|Number=Sing",
+    "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Fem|Number=Plur",
+    "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ":"Case=Acc|Definite=Ind|Gender=Fem|Number=Plur",
+    "Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Masc|Number=Plur",
+    "Mood=Ind|Number=Plur|POS=AUX|Tense=Past":"Mood=Ind|Number=Plur|Tense=Past",
+    "Mood=Ind|Number=Plur|POS=VERB|Tense=Past|Voice=Pass":"Mood=Ind|Number=Plur|Tense=Past|Voice=Pass",
+    "Case=Dat|Gender=Masc|Number=Sing|POS=PROPN":"Case=Dat|Gender=Masc|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN":"Case=Dat|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Fem|Number=Sing",
+    "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN":"Case=Acc|Definite=Def|Gender=Masc|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=DET":"Case=Nom|Definite=Ind|Gender=Masc|Number=Plur",
+    "Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN":"Case=Nom|Definite=Def|Gender=Fem|Number=Plur",
+    "POS=AUX|VerbForm=Sup":"VerbForm=Sup",
+    "Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Gender=Fem|Number=Sing",
+    "Number=Plur|POS=VERB|Tense=Imp":"Number=Plur|Tense=Imp",
+    "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Masc|Number=Plur|Person=3|PronType=Prs",
+    "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ":"Case=Acc|Definite=Ind|Gender=Neut|Number=Plur",
+    "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Neut|Number=Plur",
+    "Gender=Neut|Number=Plur|POS=ADV":"Gender=Neut|Number=Plur",
+    "Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Gen|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Number=Sing|Person=3|PronType=Prs",
+    "Case=Dat|Gender=Fem|Number=Sing|POS=NUM":"Case=Dat|Gender=Fem|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Fem|Number=Plur",
+    "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN":"Case=Nom|Definite=Ind|Gender=Fem|Number=Plur",
+    "Case=Acc|Gender=Neut|Number=Sing|POS=DET":"Case=Acc|Gender=Neut|Number=Sing",
+    "Case=Nom|Gender=Fem|Number=Sing|POS=PROPN":"Case=Nom|Gender=Fem|Number=Sing",
+    "Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ":"Case=Dat|Definite=Def|Gender=Fem|Number=Plur",
+    "POS=AUX|VerbForm=Inf":"VerbForm=Inf",
+    "Case=Nom|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing",
+    "Case=Nom|POS=NOUN":"Case=Nom",
+    "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Fem|Number=Sing",
+    "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=PROPN":"Case=Dat|Definite=Def|Gender=Neut|Number=Sing",
+    "Case=Dat|Gender=Masc|Number=Sing|POS=DET":"Case=Dat|Gender=Masc|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=DET":"Case=Acc|Definite=Ind|Gender=Masc|Number=Plur",
+    "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN":"Case=Acc|Definite=Ind|Gender=Neut|Number=Sing",
+    "Mood=Ind|Number=Plur|POS=VERB|Tense=Past":"Mood=Ind|Number=Plur|Tense=Past",
+    "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Number=Plur|Person=3|PronType=Prs",
+    "Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN":"Case=Gen|Definite=Ind|Gender=Fem|Number=Plur",
+    "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ":"Case=Acc|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Acc|Gender=Fem|Number=Sing|POS=NUM":"Case=Acc|Gender=Fem|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=DET":"Case=Nom|Definite=Ind|Gender=Fem|Number=Sing",
+    "Case=Dat|POS=PRON|Reflex=Yes":"Case=Dat|Reflex=Yes",
+    "Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Fem|Number=Plur",
+    "Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Fem|Number=Sing",
+    "Case=Gen|Definite=Ind|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Number=Sing",
+    "Case=Gen|Number=Sing|POS=PROPN":"Case=Gen|Number=Sing",
+    "Case=Acc|POS=PROPN":"Case=Acc",
+    "Case=Acc|Gender=Fem|Number=Sing|POS=DET":"Case=Acc|Gender=Fem|Number=Sing",
+    "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ":"Case=Acc|Definite=Ind|Gender=Fem|Number=Sing",
+    "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Fem|Number=Sing",
+    "Case=Acc|Gender=Masc|Number=Plur|POS=ADJ":"Case=Acc|Gender=Masc|Number=Plur",
+    "Case=Acc|Gender=Masc|Number=Sing|POS=DET":"Case=Acc|Gender=Masc|Number=Sing",
+    "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Part":"Mood=Ind|Tense=Past|VerbForm=Part",
+    "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN":"Case=Gen|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Nom|Gender=Neut|Number=Sing|POS=NUM":"Case=Nom|Gender=Neut|Number=Sing",
+    "Case=Dat|Gender=Fem|Number=Sing|POS=PROPN":"Case=Dat|Gender=Fem|Number=Sing",
+    "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ":"Case=Gen|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ":"Case=Acc|Definite=Ind|Gender=Masc|Number=Plur",
+    "Case=Dat|Definite=Def|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ":"Case=Dat|Definite=Def|Degree=Sup|Gender=Fem|Number=Plur",
+    "Case=Nom|Definite=Ind|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Case=Nom|Definite=Ind|Gender=Masc|Mood=Ind|Number=Plur|Tense=Past|VerbForm=Part",
+    "Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ":"Case=Dat|Definite=Def|Gender=Masc|Number=Sing",
+    "Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=ADJ":"Case=Dat|Definite=Def|Gender=Neut|Number=Plur",
+    "Mood=Ind|Number=Sing|POS=VERB|Tense=Past|Voice=Pass":"Mood=Ind|Number=Sing|Tense=Past|Voice=Pass",
+    "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ":"Case=Acc|Definite=Def|Gender=Fem|Number=Sing",
+    "Case=Nom|Gender=Masc|Number=Plur|POS=ADJ":"Case=Nom|Gender=Masc|Number=Plur",
+    "Case=Dat|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ":"Case=Dat|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing",
+    "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem":"Case=Acc|Gender=Neut|Number=Sing|PronType=Dem",
+    "Mood=Ind|Number=Plur|POS=VERB|Tense=Pres|Voice=Pass":"Mood=Ind|Number=Plur|Tense=Pres|Voice=Pass",
+    "Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=ADJ":"Case=Nom|Definite=Def|Gender=Neut|Number=Plur",
+    "Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN":"Case=Gen|Definite=Def|Gender=Masc|Number=Plur",
+    "Case=Gen|Gender=Masc|Number=Sing|POS=PROPN":"Case=Gen|Gender=Masc|Number=Sing",
+    "Mood=Ind|Number=Sing|POS=AUX|Tense=Past":"Mood=Ind|Number=Sing|Tense=Past",
+    "Case=Nom|Number=Sing|POS=PRON":"Case=Nom|Number=Sing",
+    "Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN":"Case=Gen|Definite=Ind|Gender=Fem|Number=Sing",
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+    "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN":96,
+    "Case=Acc|Gender=Neut|POS=ADJ":84,
+    "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
+    "Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=ADJ":84,
+    "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs":95,
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres":87,
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=DET":90,
+    "Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres":100,
+    "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs":95,
+    "Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
+    "Case=Acc|Gender=Neut|Number=Sing|POS=NUM":93,
+    "Case=Nom|Definite=Ind|Gender=Neut|POS=DET":90,
+    "Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ":84,
+    "Case=Dat|Definite=Def|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":100,
+    "Case=Nom|Number=Plur|POS=PROPN":96,
+    "Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ":84,
+    "Case=Acc|POS=NUM":93,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|Voice=Pass":100,
+    "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN":96,
+    "Gender=Masc|Number=Plur|POS=ADV":86,
+    "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=DET":90,
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN":96,
+    "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=DET":90,
+    "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem":95,
+    "Case=Gen|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
+    "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=DET":90,
+    "Case=Dat|Gender=Fem|Number=Sing|POS=DET":90,
+    "Case=Acc|Gender=Fem|Number=Plur|POS=ADJ":84,
+    "Case=Nom|Number=Sing|POS=PRON|PronType=Prs":95,
+    "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Part":100,
+    "Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ":84,
+    "Case=Dat|Definite=Ind|Number=Sing|POS=PROPN":96,
+    "Case=Dat|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ":84,
+    "Case=Acc|POS=NOUN":92,
+    "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
+    "Case=Dat|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ":84
+  },
+  "overwrite":true
+}

fold_2/parser/cfg

@@ -0,0 +1,13 @@
+{
+  "moves":null,
+  "update_with_oracle_cut_size":100,
+  "multitasks":[
+
+  ],
+  "min_action_freq":30,
+  "learn_tokens":false,
+  "beam_width":1,
+  "beam_density":0.0,
+  "beam_update_prob":0.0,
+  "incorrect_spans_key":null
+}

fold_2/parser/moves

@@ -0,0 +1 @@
+��moves�
t{"0":{"":4158},"1":{"":2866},"2":{"case":969,"nsubj":853,"cop":610,"amod":489,"cc":232,"advmod":191,"det":157,"punct":152,"nummod":106,"mark":102,"obl":100,"aux":50,"dep":38,"aux:pass":30},"3":{"punct":1100,"obl":410,"nmod":267,"conj":234,"nsubj":134,"advmod":113,"obj":109,"parataxis":108,"cop":76,"nmod:poss":52,"xcomp":40,"flat":38,"advcl":36,"dep":0},"4":{"ROOT":966}}�cfg��neg_key�

fold_2/tagger/cfg

@@ -0,0 +1,22 @@
+{
+  "label_smoothing":0.0,
+  "labels":[
+    "A",
+    "Abbr",
+    "Adv",
+    "CC",
+    "CLB",
+    "CS",
+    "Det",
+    "IM",
+    "N",
+    "Num",
+    "PUNCT",
+    "Pr",
+    "Pron",
+    "V",
+    "x"
+  ],
+  "neg_prefix":"!",
+  "overwrite":false
+}

fold_2/tokenizer

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fold_2/transformer/cfg

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+}

fold_2/transformer/model

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+size 672942552

fold_2/vocab/key2row

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fold_2/vocab/lookups.bin

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fold_2/vocab/vectors.cfg

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+{
+  "mode":"default"
+}

fold_3/config.cfg

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+[paths]
+train = "/tmp/tmp0b6h1vuc/tmp_train.spacy"
+dev = "/tmp/tmp0b6h1vuc/tmp_dev.spacy"
+vectors = null
+init_tok2vec = null
+
+[system]
+gpu_allocator = "pytorch"
+seed = 0
+
+[nlp]
+lang = "fo"
+pipeline = ["transformer","trainable_lemmatizer","tagger","morphologizer","parser"]
+batch_size = 128
+disabled = []
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
+vectors = {"@vectors":"spacy.Vectors.v1"}
+
+[components]
+
+[components.morphologizer]
+factory = "morphologizer"
+extend = false
+label_smoothing = 0.0
+overwrite = true
+scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
+
+[components.morphologizer.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.morphologizer.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.parser]
+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]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "parser"
+extra_state_tokens = false
+hidden_width = 128
+maxout_pieces = 3
+use_upper = false
+nO = null
+
+[components.parser.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.tagger]
+factory = "tagger"
+label_smoothing = 0.0
+neg_prefix = "!"
+overwrite = false
+scorer = {"@scorers":"spacy.tagger_scorer.v1"}
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+[components.tagger.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
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+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.trainable_lemmatizer]
+factory = "trainable_lemmatizer"
+backoff = "orth"
+min_tree_freq = 3
+overwrite = false
+scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
+top_k = 3
+
+[components.trainable_lemmatizer.model]
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+nO = null
+normalize = false
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+[components.trainable_lemmatizer.model.tok2vec]
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+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
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+set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
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+[components.transformer.model]
+@architectures = "spacy-transformers.TransformerModel.v3"
+name = "bert-base-multilingual-uncased"
+mixed_precision = false
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+[components.transformer.model.get_spans]
+@span_getters = "spacy-transformers.strided_spans.v1"
+window = 128
+stride = 96
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+[components.transformer.model.grad_scaler_config]
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+[components.transformer.model.tokenizer_config]
+use_fast = true
+
+[components.transformer.model.transformer_config]
+
+[corpora]
+
+[corpora.dev]
+@readers = "spacy.Corpus.v1"
+path = ${paths.dev}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[corpora.train]
+@readers = "spacy.Corpus.v1"
+path = ${paths.train}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[training]
+accumulate_gradient = 3
+dev_corpus = "corpora.dev"
+train_corpus = "corpora.train"
+seed = ${system.seed}
+gpu_allocator = ${system.gpu_allocator}
+dropout = 0.1
+patience = 1600
+max_epochs = 0
+max_steps = 1200
+eval_frequency = 200
+frozen_components = []
+annotating_components = []
+before_to_disk = null
+before_update = null
+
+[training.batcher]
+@batchers = "spacy.batch_by_padded.v1"
+discard_oversize = true
+size = 2000
+buffer = 256
+get_length = null
+
+[training.logger]
+@loggers = "spacy.ConsoleLogger.v1"
+progress_bar = false
+
+[training.optimizer]
+@optimizers = "Adam.v1"
+beta1 = 0.9
+beta2 = 0.999
+L2_is_weight_decay = true
+L2 = 0.01
+grad_clip = 1.0
+use_averages = false
+eps = 0.00000001
+
+[training.optimizer.learn_rate]
+@schedules = "warmup_linear.v1"
+warmup_steps = 250
+total_steps = 20000
+initial_rate = 0.00005
+
+[training.score_weights]
+lemma_acc = 0.23
+tag_acc = 0.23
+pos_acc = 0.11
+morph_acc = 0.11
+morph_per_feat = null
+dep_uas = 0.11
+dep_las = 0.11
+dep_las_per_type = null
+sents_p = null
+sents_r = null
+sents_f = 0.0
+morph_micro_f = 0.11
+
+[pretraining]
+
+[initialize]
+vectors = ${paths.vectors}
+init_tok2vec = ${paths.init_tok2vec}
+vocab_data = null
+lookups = null
+before_init = null
+after_init = null
+
+[initialize.components]
+
+[initialize.tokenizer]

fold_3/meta.json

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+{
+  "lang":"fo",
+  "name":"pipeline_fold3",
+  "version":"0.0.0",
+  "spacy_version":">=3.7.5,<3.8.0",
+  "description":"",
+  "author":"",
+  "email":"",
+  "url":"",
+  "license":"",
+  "spacy_git_version":"a6d0fc360",
+  "vectors":{
+    "width":0,
+    "vectors":0,
+    "keys":0,
+    "name":null,
+    "mode":"default"
+  },
+  "labels":{
+    "transformer":[
+
+    ],
+    "tagger":[
+      "A",
+      "Abbr",
+      "Adv",
+      "CC",
+      "CLB",
+      "CS",
+      "Det",
+      "IM",
+      "Interj",
+      "N",
+      "Num",
+      "PUNCT",
+      "Pr",
+      "Pron",
+      "V",
+      "x"
+    ],
+    "morphologizer":[
+      "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres",
+      "Case=Nom|Number=Sing|POS=PROPN",
+      "POS=PUNCT",
+      "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=DET",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
+      "POS=ADP",
+      "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN",
+      "POS=ADV",
+      "Case=Dat|POS=NOUN",
+      "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "POS=X",
+      "Case=Nom|POS=NUM",
+      "Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN",
+      "Mood=Ind|Number=Plur|POS=AUX|Tense=Pres",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=PROPN",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem",
+      "Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN",
+      "Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Acc|Number=Sing|POS=PROPN",
+      "Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN",
+      "Case=Dat|POS=NUM",
+      "Case=Dat|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN",
+      "POS=NUM",
+      "POS=CCONJ",
+      "Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN",
+      "NumType=Ord|POS=ADJ",
+      "Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Number=Sing|POS=VERB|Tense=Imp",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN",
+      "POS=VERB|VerbForm=Sup|Voice=Pass",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Nom|Definite=Ind|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=NUM",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN",
+      "Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Acc|POS=PRON|Reflex=Yes",
+      "POS=SCONJ",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Tense=Past",
+      "Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN",
+      "Mood=Ind|Number=Plur|POS=VERB|Tense=Pres",
+      "Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN",
+      "POS=VERB|VerbForm=Inf|Voice=Pass",
+      "Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN",
+      "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Dat|POS=PROPN",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN",
+      "Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN",
+      "POS=NOUN",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past",
+      "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=DET",
+      "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN",
+      "POS=VERB|VerbForm=Sup",
+      "POS=PART",
+      "POS=VERB|VerbForm=Inf",
+      "Case=Dat|Gender=Neut|Number=Sing|POS=DET",
+      "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN",
+      "Degree=Sup|Gender=Neut|Number=Plur|POS=ADV",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN",
+      "Case=Dat|Number=Sing|POS=PROPN",
+      "Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=DET",
+      "POS=PRON|PronType=Rel",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|Voice=Pass",
+      "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Nom|Gender=Fem|POS=ADJ",
+      "Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ",
+      "Mood=Ind|Number=Plur|POS=AUX|Tense=Past",
+      "Mood=Ind|Number=Plur|POS=VERB|Tense=Past|Voice=Pass",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=DET",
+      "Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN",
+      "POS=AUX|VerbForm=Sup",
+      "Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ",
+      "Number=Plur|POS=VERB|Tense=Imp",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN",
+      "Gender=Neut|Number=Plur|POS=ADV",
+      "Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=NUM",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN",
+      "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=DET",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ",
+      "POS=AUX|VerbForm=Inf",
+      "Case=Nom|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Nom|POS=NOUN",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=PROPN",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=DET",
+      "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=DET",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN",
+      "Mood=Ind|Number=Plur|POS=VERB|Tense=Past",
+      "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=NUM",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=DET",
+      "Case=Dat|POS=PRON|Reflex=Yes",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN",
+      "Case=Gen|Definite=Ind|Number=Sing|POS=NOUN",
+      "Case=Gen|Number=Sing|POS=PROPN",
+      "Case=Acc|POS=PROPN",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=DET",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=DET",
+      "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Part",
+      "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=NUM",
+      "Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=PRON",
+      "Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=DET",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=PRON",
+      "Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Case=Gen|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN",
+      "POS=DET",
+      "Case=Acc|POS=NUM",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Nom|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Nom|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Nom|Definite=Def|Number=Sing|POS=PROPN",
+      "Case=Nom|Definite=Ind|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ",
+      "POS=VERB",
+      "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=NUM",
+      "Mood=Ind|Number=Sing|POS=VERB|Tense=Past|Voice=Pass",
+      "Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Nom|Definite=Ind|Degree=Sup|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
+      "Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Nom|Gender=Neut|POS=ADJ",
+      "Case=Acc|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Dat|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ",
+      "POS=INTJ",
+      "Case=Dat|Gender=Neut|Number=Sing|POS=NUM",
+      "Degree=Sup|POS=ADV",
+      "Case=Nom|Definite=Ind|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
+      "Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem",
+      "Mood=Ind|Number=Sing|POS=AUX|Tense=Past",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=NUM",
+      "Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=ADJ",
+      "Mood=Ind|Number=Plur|POS=VERB|Tense=Pres|Voice=Pass",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=PRON",
+      "Case=Nom|Gender=Masc|POS=ADJ",
+      "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Nom|Definite=Ind|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=DET",
+      "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=DET",
+      "Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN",
+      "Case=Acc|Gender=Fem|POS=ADJ",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=DET",
+      "Case=Gen|POS=NUM",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN",
+      "Case=Acc|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Int",
+      "Case=Acc|Gender=Neut|Number=Plur|POS=DET",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=DET",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN",
+      "Case=Acc|Gender=Neut|POS=ADJ",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=ADJ",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=DET",
+      "Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres",
+      "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=PROPN",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=NUM",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=PRON",
+      "Case=Nom|Definite=Ind|Gender=Neut|POS=DET",
+      "Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Dat|Definite=Def|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
+      "Case=Nom|Number=Plur|POS=PROPN",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN",
+      "Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=ADJ",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|Voice=Pass",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN",
+      "Gender=Masc|Number=Plur|POS=ADV",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=DET",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Gen|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Case=Nom|Number=Sing|POS=PRON|PronType=Prs",
+      "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Part",
+      "Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN",
+      "Case=Dat|Definite=Ind|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Acc|POS=NOUN",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Dat|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ"
+    ],
+    "parser":[
+      "ROOT",
+      "advcl",
+      "advmod",
+      "amod",
+      "aux",
+      "case",
+      "cc",
+      "conj",
+      "cop",
+      "dep",
+      "det",
+      "flat",
+      "mark",
+      "nmod",
+      "nmod:poss",
+      "nsubj",
+      "nummod",
+      "obj",
+      "obl",
+      "parataxis",
+      "punct",
+      "xcomp"
+    ]
+  },
+  "pipeline":[
+    "transformer",
+    "trainable_lemmatizer",
+    "tagger",
+    "morphologizer",
+    "parser"
+  ],
+  "components":[
+    "transformer",
+    "trainable_lemmatizer",
+    "tagger",
+    "morphologizer",
+    "parser"
+  ],
+  "disabled":[
+
+  ],
+  "performance":{
+    "lemma_acc":0.8610905502,
+    "tag_acc":0.9745112596,
+    "pos_acc":0.9651076466,
+    "morph_acc":0.9052214798,
+    "morph_per_feat":{
+      "Case":{
+        "p":0.9427359491,
+        "r":0.9407407407,
+        "f":0.9417372881
+      },
+      "Definite":{
+        "p":0.9656121045,
+        "r":0.9656121045,
+        "f":0.9656121045
+      },
+      "Gender":{
+        "p":0.8610763454,
+        "r":0.8589263421,
+        "f":0.86
+      },
+      "Number":{
+        "p":0.9708154506,
+        "r":0.9699828473,
+        "f":0.9703989704
+      },
+      "Mood":{
+        "p":0.9850746269,
+        "r":0.9705882353,
+        "f":0.9777777778
+      },
+      "Person":{
+        "p":0.9824561404,
+        "r":0.986784141,
+        "f":0.9846153846
+      },
+      "Tense":{
+        "p":0.9851301115,
+        "r":0.9706959707,
+        "f":0.9778597786
+      },
+      "Degree":{
+        "p":0.9655172414,
+        "r":0.875,
+        "f":0.9180327869
+      },
+      "PronType":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "VerbForm":{
+        "p":0.9444444444,
+        "r":0.8947368421,
+        "f":0.9189189189
+      },
+      "NumType":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "Voice":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "Reflex":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      }
+    },
+    "dep_uas":0.8795780838,
+    "dep_las":0.819220627,
+    "dep_las_per_type":{
+      "nsubj":{
+        "p":0.869047619,
+        "r":0.8656126482,
+        "f":0.8673267327
+      },
+      "cop":{
+        "p":0.8594594595,
+        "r":0.8641304348,
+        "f":0.8617886179
+      },
+      "amod":{
+        "p":0.9194630872,
+        "r":0.958041958,
+        "f":0.9383561644
+      },
+      "root":{
+        "p":0.8947368421,
+        "r":0.9132231405,
+        "f":0.9038854806
+      },
+      "case":{
+        "p":0.9663865546,
+        "r":0.9465020576,
+        "f":0.9563409563
+      },
+      "obl":{
+        "p":0.6,
+        "r":0.6728971963,
+        "f":0.6343612335
+      },
+      "acl":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "xcomp":{
+        "p":0.5384615385,
+        "r":0.6363636364,
+        "f":0.5833333333
+      },
+      "advmod":{
+        "p":0.7733333333,
+        "r":0.7341772152,
+        "f":0.7532467532
+      },
+      "dep":{
+        "p":0.15625,
+        "r":0.4761904762,
+        "f":0.2352941176
+      },
+      "mark":{
+        "p":0.8888888889,
+        "r":0.8888888889,
+        "f":0.8888888889
+      },
+      "ccomp":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "det":{
+        "p":0.8709677419,
+        "r":0.9642857143,
+        "f":0.9152542373
+      },
+      "parataxis":{
+        "p":0.9523809524,
+        "r":0.8,
+        "f":0.8695652174
+      },
+      "obj":{
+        "p":0.7272727273,
+        "r":0.7619047619,
+        "f":0.7441860465
+      },
+      "nmod":{
+        "p":0.7083333333,
+        "r":0.6,
+        "f":0.6496815287
+      },
+      "cc":{
+        "p":0.8676470588,
+        "r":0.8676470588,
+        "f":0.8676470588
+      },
+      "conj":{
+        "p":0.7246376812,
+        "r":0.7142857143,
+        "f":0.7194244604
+      },
+      "flat":{
+        "p":0.6,
+        "r":0.5,
+        "f":0.5454545455
+      },
+      "nummod":{
+        "p":0.8928571429,
+        "r":0.8620689655,
+        "f":0.8771929825
+      },
+      "nmod:poss":{
+        "p":0.875,
+        "r":0.3888888889,
+        "f":0.5384615385
+      },
+      "advcl":{
+        "p":0.5714285714,
+        "r":0.5,
+        "f":0.5333333333
+      },
+      "aux":{
+        "p":0.5384615385,
+        "r":0.7,
+        "f":0.6086956522
+      },
+      "aux:pass":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "csubj":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "appos":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "expl":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "compound":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "acl:relcl":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "fixed":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      }
+    },
+    "sents_p":0.963562753,
+    "sents_r":0.9834710744,
+    "sents_f":0.9734151329,
+    "morph_micro_f":0.9454304928,
+    "transformer_loss":472.5857528097,
+    "trainable_lemmatizer_loss":852.9765004197,
+    "tagger_loss":26.0930036254,
+    "morphologizer_loss":1341.4042416003,
+    "parser_loss":104.0514389211
+  }
+}

fold_3/morphologizer/cfg

@@ -0,0 +1,515 @@
+{
+  "extend":false,
+  "label_smoothing":0.0,
+  "labels_morph":{
+    "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN":"Case=Nom|Definite=Def|Gender=Masc|Number=Sing",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres":"Mood=Ind|Number=Sing|Person=3|Tense=Pres",
+    "Case=Nom|Number=Sing|POS=PROPN":"Case=Nom|Number=Sing",
+    "POS=PUNCT":"",
+    "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN":"Case=Nom|Definite=Def|Gender=Masc|Number=Sing",
+    "Case=Nom|Gender=Neut|Number=Sing|POS=DET":"Case=Nom|Gender=Neut|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Neut|Number=Sing",
+    "POS=ADP":"",
+    "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN":"Case=Dat|Definite=Ind|Gender=Fem|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Fem|Number=Sing",
+    "POS=ADV":"",
+    "Case=Dat|POS=NOUN":"Case=Dat",
+    "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ":"Case=Dat|Definite=Def|Gender=Neut|Number=Sing",
+    "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Case=Dat|Definite=Def|Gender=Neut|Number=Sing",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres":"Mood=Ind|Number=Sing|Person=3|Tense=Pres",
+    "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Dat|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "POS=X":"",
+    "Case=Nom|POS=NUM":"Case=Nom",
+    "Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN":"Case=Dat|Definite=Def|Gender=Masc|Number=Sing",
+    "Mood=Ind|Number=Plur|POS=AUX|Tense=Pres":"Mood=Ind|Number=Plur|Tense=Pres",
+    "Case=Nom|Gender=Masc|Number=Sing|POS=PROPN":"Case=Nom|Gender=Masc|Number=Sing",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past":"Mood=Ind|Number=Sing|Person=3|Tense=Past",
+    "Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem":"Case=Nom|Gender=Neut|Number=Sing|PronType=Dem",
+    "Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Masc|Number=Plur",
+    "Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Case=Nom|Definite=Def|Gender=Neut|Number=Sing",
+    "Case=Acc|Number=Sing|POS=PROPN":"Case=Acc|Number=Sing",
+    "Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing",
+    "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN":"Case=Gen|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Fem|Number=Sing",
+    "Case=Dat|POS=NUM":"Case=Dat",
+    "Case=Dat|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN":"Case=Dat|Definite=Def|Gender=Masc|Number=Plur",
+    "POS=NUM":"",
+    "POS=CCONJ":"",
+    "Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Case=Gen|Definite=Def|Gender=Neut|Number=Sing",
+    "Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Plur",
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Neut|Number=Plur",
+    "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Masc|Number=Plur",
+    "NumType=Ord|POS=ADJ":"NumType=Ord",
+    "Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Number=Sing|Person=3|PronType=Prs",
+    "Number=Sing|POS=VERB|Tense=Imp":"Number=Sing|Tense=Imp",
+    "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ":"Case=Acc|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN":"Case=Dat|Definite=Ind|Gender=Fem|Number=Plur",
+    "POS=VERB|VerbForm=Sup|Voice=Pass":"VerbForm=Sup|Voice=Pass",
+    "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "Case=Nom|Definite=Ind|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ":"Case=Nom|Definite=Ind|Degree=Sup|Gender=Fem|Number=Plur",
+    "Case=Nom|Gender=Fem|Number=Sing|POS=NUM":"Case=Nom|Gender=Fem|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Fem|Number=Plur",
+    "Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN":"Case=Nom|Definite=Def|Gender=Masc|Number=Plur",
+    "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Masc|Number=Plur",
+    "Case=Acc|POS=PRON|Reflex=Yes":"Case=Acc|Reflex=Yes",
+    "POS=SCONJ":"",
+    "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "Mood=Ind|Number=Sing|POS=VERB|Tense=Past":"Mood=Ind|Number=Sing|Tense=Past",
+    "Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN":"Case=Dat|Definite=Def|Gender=Fem|Number=Plur",
+    "Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Masc|Number=Plur",
+    "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Fem|Number=Plur",
+    "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN":"Case=Dat|Definite=Ind|Gender=Neut|Number=Sing",
+    "Mood=Ind|Number=Plur|POS=VERB|Tense=Pres":"Mood=Ind|Number=Plur|Tense=Pres",
+    "Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN":"Case=Nom|Definite=Def|Gender=Fem|Number=Sing",
+    "POS=VERB|VerbForm=Inf|Voice=Pass":"VerbForm=Inf|Voice=Pass",
+    "Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN":"Case=Acc|Definite=Def|Gender=Fem|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Dat|POS=PROPN":"Case=Dat",
+    "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN":"Case=Nom|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ":"Case=Dat|Definite=Def|Gender=Fem|Number=Sing",
+    "Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN":"Case=Dat|Definite=Def|Gender=Fem|Number=Sing",
+    "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN":"Case=Acc|Definite=Def|Gender=Masc|Number=Plur",
+    "Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN":"Case=Dat|Definite=Def|Gender=Neut|Number=Plur",
+    "POS=NOUN":"",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past":"Mood=Ind|Number=Sing|Person=3|Tense=Past",
+    "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Gender=Masc|Number=Sing",
+    "Case=Nom|Gender=Masc|Number=Sing|POS=DET":"Case=Nom|Gender=Masc|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN":"Case=Dat|Definite=Ind|Gender=Neut|Number=Plur",
+    "POS=VERB|VerbForm=Sup":"VerbForm=Sup",
+    "POS=PART":"",
+    "POS=VERB|VerbForm=Inf":"VerbForm=Inf",
+    "Case=Dat|Gender=Neut|Number=Sing|POS=DET":"Case=Dat|Gender=Neut|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Neut|Number=Plur",
+    "Degree=Sup|Gender=Neut|Number=Plur|POS=ADV":"Degree=Sup|Gender=Neut|Number=Plur",
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN":"Case=Nom|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Dat|Number=Sing|POS=PROPN":"Case=Dat|Number=Sing",
+    "Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Number=Plur|Person=1|PronType=Prs",
+    "Case=Acc|Gender=Masc|Number=Sing|POS=PROPN":"Case=Acc|Gender=Masc|Number=Sing",
+    "Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN":"Case=Nom|Definite=Def|Gender=Neut|Number=Plur",
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Neut|Number=Plur",
+    "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Neut|Number=Plur",
+    "Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Case=Acc|Definite=Def|Gender=Neut|Number=Sing",
+    "Case=Nom|Gender=Fem|Number=Sing|POS=DET":"Case=Nom|Gender=Fem|Number=Sing",
+    "POS=PRON|PronType=Rel":"PronType=Rel",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|Voice=Pass":"Mood=Ind|Number=Sing|Person=3|Tense=Pres|Voice=Pass",
+    "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ":"Case=Acc|Definite=Def|Gender=Masc|Number=Sing",
+    "Case=Nom|Gender=Fem|POS=ADJ":"Case=Nom|Gender=Fem",
+    "Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur",
+    "Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Dat|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN":"Case=Nom|Definite=Ind|Gender=Fem|Number=Sing",
+    "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Fem|Number=Plur",
+    "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ":"Case=Acc|Definite=Ind|Gender=Fem|Number=Plur",
+    "Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Masc|Number=Plur",
+    "Mood=Ind|Number=Plur|POS=AUX|Tense=Past":"Mood=Ind|Number=Plur|Tense=Past",
+    "Mood=Ind|Number=Plur|POS=VERB|Tense=Past|Voice=Pass":"Mood=Ind|Number=Plur|Tense=Past|Voice=Pass",
+    "Case=Dat|Gender=Masc|Number=Sing|POS=PROPN":"Case=Dat|Gender=Masc|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN":"Case=Dat|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Fem|Number=Sing",
+    "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN":"Case=Acc|Definite=Def|Gender=Masc|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=DET":"Case=Nom|Definite=Ind|Gender=Masc|Number=Plur",
+    "Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN":"Case=Nom|Definite=Def|Gender=Fem|Number=Plur",
+    "POS=AUX|VerbForm=Sup":"VerbForm=Sup",
+    "Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Gender=Fem|Number=Sing",
+    "Number=Plur|POS=VERB|Tense=Imp":"Number=Plur|Tense=Imp",
+    "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Masc|Number=Plur|Person=3|PronType=Prs",
+    "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ":"Case=Acc|Definite=Ind|Gender=Neut|Number=Plur",
+    "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Neut|Number=Plur",
+    "Gender=Neut|Number=Plur|POS=ADV":"Gender=Neut|Number=Plur",
+    "Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Gen|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Number=Sing|Person=3|PronType=Prs",
+    "Case=Dat|Gender=Fem|Number=Sing|POS=NUM":"Case=Dat|Gender=Fem|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Fem|Number=Plur",
+    "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN":"Case=Nom|Definite=Ind|Gender=Fem|Number=Plur",
+    "Case=Acc|Gender=Neut|Number=Sing|POS=DET":"Case=Acc|Gender=Neut|Number=Sing",
+    "Case=Nom|Gender=Fem|Number=Sing|POS=PROPN":"Case=Nom|Gender=Fem|Number=Sing",
+    "Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ":"Case=Dat|Definite=Def|Gender=Fem|Number=Plur",
+    "POS=AUX|VerbForm=Inf":"VerbForm=Inf",
+    "Case=Nom|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing",
+    "Case=Nom|POS=NOUN":"Case=Nom",
+    "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Fem|Number=Sing",
+    "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=PROPN":"Case=Dat|Definite=Def|Gender=Neut|Number=Sing",
+    "Case=Dat|Gender=Masc|Number=Sing|POS=DET":"Case=Dat|Gender=Masc|Number=Sing",
+    "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=DET":"Case=Acc|Definite=Ind|Gender=Masc|Number=Plur",
+    "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN":"Case=Acc|Definite=Ind|Gender=Neut|Number=Sing",
+    "Mood=Ind|Number=Plur|POS=VERB|Tense=Past":"Mood=Ind|Number=Plur|Tense=Past",
+    "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Number=Plur|Person=3|PronType=Prs",
+    "Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN":"Case=Gen|Definite=Ind|Gender=Fem|Number=Plur",
+    "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ":"Case=Acc|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Acc|Gender=Fem|Number=Sing|POS=NUM":"Case=Acc|Gender=Fem|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=DET":"Case=Nom|Definite=Ind|Gender=Fem|Number=Sing",
+    "Case=Dat|POS=PRON|Reflex=Yes":"Case=Dat|Reflex=Yes",
+    "Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Fem|Number=Plur",
+    "Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Fem|Number=Sing",
+    "Case=Gen|Definite=Ind|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Number=Sing",
+    "Case=Gen|Number=Sing|POS=PROPN":"Case=Gen|Number=Sing",
+    "Case=Acc|POS=PROPN":"Case=Acc",
+    "Case=Acc|Gender=Fem|Number=Sing|POS=DET":"Case=Acc|Gender=Fem|Number=Sing",
+    "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ":"Case=Acc|Definite=Ind|Gender=Fem|Number=Sing",
+    "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Fem|Number=Sing",
+    "Case=Acc|Gender=Masc|Number=Plur|POS=ADJ":"Case=Acc|Gender=Masc|Number=Plur",
+    "Case=Acc|Gender=Masc|Number=Sing|POS=DET":"Case=Acc|Gender=Masc|Number=Sing",
+    "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Part":"Mood=Ind|Tense=Past|VerbForm=Part",
+    "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN":"Case=Gen|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Nom|Gender=Neut|Number=Sing|POS=NUM":"Case=Nom|Gender=Neut|Number=Sing",
+    "Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN":"Case=Acc|Definite=Def|Gender=Fem|Number=Plur",
+    "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=PRON":"Case=Acc|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Fem|Number=Plur",
+    "Case=Dat|Gender=Fem|Number=Sing|POS=DET":"Case=Dat|Gender=Fem|Number=Sing",
+    "Case=Nom|Gender=Neut|Number=Sing|POS=PRON":"Case=Nom|Gender=Neut|Number=Sing",
+    "Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Case=Gen|Number=Sing|Person=1|PronType=Prs",
+    "Case=Gen|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Masc|Number=Plur",
+    "POS=DET":"",
+    "Case=Acc|POS=NUM":"Case=Acc",
+    "Case=Nom|Gender=Masc|Number=Plur|POS=ADJ":"Case=Nom|Gender=Masc|Number=Plur",
+    "Case=Nom|Gender=Fem|Number=Plur|POS=ADJ":"Case=Nom|Gender=Fem|Number=Plur",
+    "Case=Nom|Gender=Neut|Number=Plur|POS=ADJ":"Case=Nom|Gender=Neut|Number=Plur",
+    "Case=Nom|Definite=Def|Number=Sing|POS=PROPN":"Case=Nom|Definite=Def|Number=Sing",
+    "Case=Nom|Definite=Ind|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ":"Case=Nom|Definite=Ind|Degree=Sup|Gender=Masc|Number=Sing",
+    "POS=VERB":"",
+    "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ":"Case=Gen|Definite=Ind|Gender=Masc|Number=Sing",
+    "Case=Nom|Gender=Masc|Number=Sing|POS=NUM":"Case=Nom|Gender=Masc|Number=Sing",
+    "Mood=Ind|Number=Sing|POS=VERB|Tense=Past|Voice=Pass":"Mood=Ind|Number=Sing|Tense=Past|Voice=Pass",
+    "Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Gender=Neut|Number=Sing",
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+    "Case=Nom|Gender=Masc|Number=Sing|POS=NUM":93,
+    "Mood=Ind|Number=Sing|POS=VERB|Tense=Past|Voice=Pass":100,
+    "Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ":84,
+    "Case=Nom|Definite=Ind|Degree=Sup|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":100,
+    "Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ":84,
+    "Case=Nom|Gender=Neut|POS=ADJ":84,
+    "Case=Acc|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ":84,
+    "Case=Dat|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ":84,
+    "POS=INTJ":91,
+    "Case=Dat|Gender=Neut|Number=Sing|POS=NUM":93,
+    "Degree=Sup|POS=ADV":86,
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+    "Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN":92,
+    "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem":95,
+    "Mood=Ind|Number=Sing|POS=AUX|Tense=Past":87,
+    "Case=Acc|Gender=Masc|Number=Sing|POS=NUM":93,
+    "Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
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+    "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs":95,
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+    "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=DET":90,
+    "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN":96,
+    "Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ":84,
+    "Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ":84,
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+    "Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN":96,
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+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=DET":90,
+    "Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
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+    "Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ":84,
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+    "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN":96,
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+    "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN":96,
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+    "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=DET":90,
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN":96,
+    "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem":95,
+    "Case=Gen|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
+    "Case=Nom|Number=Sing|POS=PRON|PronType=Prs":95,
+    "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Part":100,
+    "Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ":84,
+    "Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN":92,
+    "Case=Dat|Definite=Ind|Number=Sing|POS=PROPN":96,
+    "Case=Dat|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ":84,
+    "Case=Acc|POS=NOUN":92,
+    "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
+    "Case=Dat|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ":84
+  },
+  "overwrite":true
+}

fold_3/parser/cfg

@@ -0,0 +1,13 @@
+{
+  "moves":null,
+  "update_with_oracle_cut_size":100,
+  "multitasks":[
+
+  ],
+  "min_action_freq":30,
+  "learn_tokens":false,
+  "beam_width":1,
+  "beam_density":0.0,
+  "beam_update_prob":0.0,
+  "incorrect_spans_key":null
+}