Update spacy pipeline to 3.7.0

README.md

@@ -14,74 +14,74 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.9096153846
+      value: 0.9119332986
     - name: NER Recall
       type: recall
-      value: 0.9147327707
+      value: 0.9229957806
     - name: NER F Score
       type: f_score
-      value: 0.9121669004
+      value: 0.9174311927
   - task:
       name: TAG
       type: token-classification
     metrics:
     - name: TAG (XPOS) Accuracy
       type: accuracy
-      value: 0.9840662233
+      value: 0.9823906594
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
-      value: 0.983204938
+      value: 0.9820078476
   - task:
       name: MORPH
       type: token-classification
     metrics:
     - name: Morph (UFeats) Accuracy
       type: accuracy
-      value: 0.9666953775
+      value: 0.9658340511
   - task:
       name: LEMMA
       type: token-classification
     metrics:
     - name: Lemma Accuracy
       type: accuracy
-      value: 0.9864127835
+      value: 0.9861257296
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
-      value: 0.9010957462
+      value: 0.9000861326
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
-      value: 0.8617769485
+      value: 0.8568421053
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
-      value: 0.9966555184
+      value: 0.9899888765
 ---
 Hungarian transformer pipeline (huBERT) for HuSpaCy. Components: transformer, senter, tagger, morphologizer, lemmatizer, parser, ner
 
 | Feature | Description |
 | --- | --- |
 | **Name** | `hu_core_news_trf` |
-| **Version** | `3.5.4` |
-| **spaCy** | `>=3.5.0,<3.6.0` |
+| **Version** | `3.7.0` |
+| **spaCy** | `>=3.7.0,<3.8.0` |
 | **Default Pipeline** | `transformer`, `senter`, `tagger`, `morphologizer`, `lookup_lemmatizer`, `trainable_lemmatizer`, `experimental_arc_predicter`, `experimental_arc_labeler`, `ner` |
 | **Components** | `transformer`, `senter`, `tagger`, `morphologizer`, `lookup_lemmatizer`, `trainable_lemmatizer`, `experimental_arc_predicter`, `experimental_arc_labeler`, `ner` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
-| **Sources** | [UD Hungarian Szeged](https://universaldependencies.org/treebanks/hu_szeged/index.html) (Richárd Farkas, Katalin Simkó, Zsolt Szántó, Viktor Varga, Veronika Vincze (MTA-SZTE Research Group on Artificial Intelligence))<br />[NYTK-NerKor Corpus](https://github.com/nytud/NYTK-NerKor) (Eszter Simon, Noémi Vadász (Department of Language Technology and Applied Linguistics))<br />[Szeged NER Corpus](https://rgai.inf.u-szeged.hu/node/130) (György Szarvas, Richárd Farkas, László Felföldi, András Kocsor, János Csirik (MTA-SZTE Research Group on Artificial Intelligence))<br />[huBERT base model (cased)](https://huggingface.co/SZTAKI-HLT/hubert-base-cc) (Dávid Márk Nemeskey (SZTAKI-HLT)) |
+| **Sources** | [UD Hungarian Szeged](https://universaldependencies.org/treebanks/hu_szeged/index.html) (Richárd Farkas, Katalin Simkó, Zsolt Szántó, Viktor Varga, Veronika Vincze (MTA-SZTE Research Group on Artificial Intelligence))<br>[NYTK-NerKor Corpus](https://github.com/nytud/NYTK-NerKor) (Eszter Simon, Noémi Vadász (Department of Language Technology and Applied Linguistics))<br>[Szeged NER Corpus](https://rgai.inf.u-szeged.hu/node/130) (György Szarvas, Richárd Farkas, László Felföldi, András Kocsor, János Csirik (MTA-SZTE Research Group on Artificial Intelligence))<br>[huBERT base model (cased)](https://huggingface.co/SZTAKI-HLT/hubert-base-cc) (Dávid Márk Nemeskey (SZTAKI-HLT)) |
 | **License** | `cc-by-sa-4.0` |
 | **Author** | [SzegedAI, MILAB](https://github.com/huspacy/huspacy) |
 
@@ -108,20 +108,20 @@ Hungarian transformer pipeline (huBERT) for HuSpaCy. Components: transformer, se
 | `TOKEN_P` | 99.86 |
 | `TOKEN_R` | 99.93 |
 | `TOKEN_F` | 99.89 |
-| `SENTS_P` | 99.78 |
-| `SENTS_R` | 99.55 |
-| `SENTS_F` | 99.67 |
-| `TAG_ACC` | 98.41 |
-| `POS_ACC` | 98.32 |
-| `MORPH_ACC` | 96.67 |
-| `MORPH_MICRO_P` | 98.82 |
-| `MORPH_MICRO_R` | 98.53 |
-| `MORPH_MICRO_F` | 98.67 |
-| `LEMMA_ACC` | 98.64 |
-| `BOUND_DEP_LAS` | 86.17 |
-| `BOUND_DEP_UAS` | 90.11 |
-| `DEP_UAS` | 90.11 |
-| `DEP_LAS` | 86.18 |
-| `ENTS_P` | 90.96 |
-| `ENTS_R` | 91.47 |
-| `ENTS_F` | 91.22 |
+| `SENTS_P` | 98.89 |
+| `SENTS_R` | 99.11 |
+| `SENTS_F` | 99.00 |
+| `TAG_ACC` | 98.24 |
+| `POS_ACC` | 98.20 |
+| `MORPH_ACC` | 96.58 |
+| `MORPH_MICRO_P` | 98.81 |
+| `MORPH_MICRO_R` | 98.40 |
+| `MORPH_MICRO_F` | 98.60 |
+| `LEMMA_ACC` | 98.61 |
+| `BOUND_DEP_LAS` | 85.75 |
+| `BOUND_DEP_UAS` | 90.08 |
+| `DEP_UAS` | 90.01 |
+| `DEP_LAS` | 85.68 |
+| `ENTS_P` | 91.19 |
+| `ENTS_R` | 92.30 |
+| `ENTS_F` | 91.74 |

config.cfg

@@ -1,8 +1,8 @@
 [paths]
-tagger_model = "models/hu_core_news_trf-tagger-3.5.4/model-best"
-parser_model = "models/hu_core_news_trf-parser-3.5.4/model-best"
-ner_model = "models/hu_core_news_trf-ner-3.5.4/model-best"
-lemmatizer_lookups = "models/hu_core_news_trf-lookup-lemmatizer-3.5.4"
+tagger_model = "models/hu_core_news_trf-tagger-3.7.0/model-best"
+parser_model = "models/hu_core_news_trf-parser-3.7.0/model-best"
+ner_model = "models/hu_core_news_trf-ner-3.7.0/model-best"
+lemmatizer_lookups = "models/hu_core_news_trf-lookup-lemmatizer-3.7.0"
 train = null
 dev = null
 vectors = null
@@ -21,6 +21,7 @@ before_creation = null
 after_creation = null
 after_pipeline_creation = null
 batch_size = 1000
+vectors = {"@vectors":"spacy.Vectors.v1"}
 
 [components]
 
@@ -68,6 +69,7 @@ source = ${paths.lemmatizer_lookups}
 [components.morphologizer]
 factory = "morphologizer"
 extend = false
+label_smoothing = 0.0
 overwrite = true
 scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
 
@@ -137,6 +139,7 @@ pooling = {"@layers":"reduce_mean.v1"}
 
 [components.tagger]
 factory = "tagger"
+label_smoothing = 0.0
 neg_prefix = "!"
 overwrite = false
 scorer = {"@scorers":"spacy.tagger_scorer.v1"}

experimental_arc_labeler/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:cb59cc0205b86a94e103b7d2bbd865ad4922d3b91f186799cb03f80fb3577fdf
+oid sha256:d37c8f0d5f91c56787bd856d7a12eee7247f72238fb7217b2aa12ac8ff2cc39f
 size 14947179

experimental_arc_predicter/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e46abc869cabbac21a82fad9264db23dc394088b627e22ccfa90d95eabd3713f
+oid sha256:ebd608dfc960e4eb7b25e9f8a776cc9efd36943a0f1aaee03333d44ff81062de
 size 413192

hu_core_news_trf-any-py3-none-any.whl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6528cf2995cdd4eaed50ece5eab4e3134b57bb283f9c8b57c15feca4caf79888
-size 1266409271
+oid sha256:2cc6fe0a266c90737e20c9506be8d6a2f525dd610d559136270dae1dcc82c755
+size 1266392839

meta.json

@@ -1,14 +1,14 @@
 {
   "lang":"hu",
   "name":"core_news_trf",
-  "version":"3.5.4",
+  "version":"3.7.0",
   "description":"Hungarian transformer pipeline (huBERT) for HuSpaCy. Components: transformer, senter, tagger, morphologizer, lemmatizer, parser, ner",
   "author":"SzegedAI, MILAB",
   "email":"gyorgy@orosz.link",
   "url":"https://github.com/huspacy/huspacy",
   "license":"cc-by-sa-4.0",
-  "spacy_version":">=3.5.0,<3.6.0",
-  "spacy_git_version":"Unknown",
+  "spacy_version":">=3.7.0,<3.8.0",
+  "spacy_git_version":"a89eae928",
   "vectors":{
     "width":0,
     "vectors":0,
@@ -1281,85 +1281,80 @@
     "token_p":0.998565417,
     "token_r":0.9993300153,
     "token_f":0.9989475698,
-    "sents_p":0.9977678571,
-    "sents_r":0.995545657,
-    "sents_f":0.9966555184,
-    "tag_acc":0.9840662233,
-    "pos_acc":0.983204938,
-    "morph_acc":0.9666953775,
-    "morph_micro_p":0.9881901642,
-    "morph_micro_r":0.9852599914,
-    "morph_micro_f":0.9867229025,
+    "sents_p":0.9888888889,
+    "sents_r":0.991091314,
+    "sents_f":0.9899888765,
+    "tag_acc":0.9823906594,
+    "pos_acc":0.9820078476,
+    "morph_acc":0.9658340511,
+    "morph_micro_p":0.988090101,
+    "morph_micro_r":0.9840137516,
+    "morph_micro_f":0.9860477134,
     "morph_per_feat":{
       "Definite":{
-        "p":0.9897531439,
-        "r":0.99160056,
-        "f":0.9906759907
+        "p":0.9852125693,
+        "r":0.9948670089,
+        "f":0.9900162526
       },
       "PronType":{
-        "p":0.9905921417,
-        "r":0.9878587196,
-        "f":0.9892235424
+        "p":0.9867768595,
+        "r":0.988410596,
+        "f":0.9875930521
       },
       "Case":{
-        "p":0.9934614623,
-        "r":0.9907132978,
-        "f":0.9920854769
+        "p":0.9934458788,
+        "r":0.9883422249,
+        "f":0.9908874802
       },
       "Degree":{
-        "p":0.9576490925,
-        "r":0.921797005,
-        "f":0.9393810937
+        "p":0.9623137599,
+        "r":0.9134775374,
+        "f":0.9372599232
       },
       "Number":{
-        "p":0.9949655983,
-        "r":0.9936316407,
-        "f":0.9942981721
+        "p":0.9966375252,
+        "r":0.9934640523,
+        "f":0.9950482585
       },
       "Mood":{
-        "p":0.9812568908,
-        "r":0.9866962306,
-        "f":0.9839690437
+        "p":0.9801980198,
+        "r":0.987804878,
+        "f":0.9839867477
       },
       "Person":{
-        "p":0.9803761243,
-        "r":0.9860197368,
-        "f":0.9831898319
+        "p":0.9819078947,
+        "r":0.9819078947,
+        "f":0.9819078947
       },
       "Tense":{
-        "p":0.9911894273,
-        "r":0.9944751381,
-        "f":0.9928295643
+        "p":0.9901098901,
+        "r":0.9955801105,
+        "f":0.9928374656
       },
       "VerbForm":{
-        "p":0.9876644737,
-        "r":0.9631114675,
-        "f":0.9752334551
+        "p":0.9868095631,
+        "r":0.959903769,
+        "f":0.9731707317
       },
       "Voice":{
-        "p":0.983723296,
-        "r":0.9887525562,
-        "f":0.9862315145
+        "p":0.9796954315,
+        "r":0.9867075665,
+        "f":0.9831889964
       },
       "Number[psor]":{
-        "p":0.9872159091,
-        "r":0.99002849,
-        "f":0.9886201991
+        "p":0.9857752489,
+        "r":0.9871794872,
+        "f":0.9864768683
       },
       "Person[psor]":{
-        "p":0.9914772727,
-        "r":0.9957203994,
-        "f":0.993594306
-      },
-      "Number[psed]":{
-        "p":0.8,
-        "r":0.4444444444,
-        "f":0.5714285714
+        "p":0.9914651494,
+        "r":0.9942938659,
+        "f":0.9928774929
       },
       "NumType":{
-        "p":0.9410377358,
-        "r":0.9731707317,
-        "f":0.9568345324
+        "p":0.9473684211,
+        "r":0.9658536585,
+        "f":0.9565217391
       },
       "Reflex":{
         "p":0.875,
@@ -1371,192 +1366,187 @@
         "r":0.0,
         "f":0.0
       },
+      "Number[psed]":{
+        "p":1.0,
+        "r":0.4444444444,
+        "f":0.6153846154
+      },
       "Poss":{
-        "p":0.5,
-        "r":0.3333333333,
-        "f":0.4
+        "p":1.0,
+        "r":0.6666666667,
+        "f":0.8
       }
     },
-    "lemma_acc":0.9864127835,
-    "bound_dep_las":0.8616532721,
-    "bound_dep_uas":0.9010715653,
-    "dep_uas":0.9010957462,
-    "dep_las":0.8617769485,
+    "lemma_acc":0.9861257296,
+    "bound_dep_las":0.8574985635,
+    "bound_dep_uas":0.9007852902,
+    "dep_uas":0.9000861326,
+    "dep_las":0.8568421053,
     "dep_las_per_type":{
       "415":{
-        "p":0.9372517871,
-        "r":0.9394904459,
-        "f":0.9383697813
+        "p":0.9286833856,
+        "r":0.9434713376,
+        "f":0.9360189573
       },
       "7411097074813287689":{
-        "p":0.921221865,
-        "r":0.9370400654,
-        "f":0.92906364
+        "p":0.9288107203,
+        "r":0.9067865904,
+        "f":0.9176665288
       },
       "429":{
-        "p":0.9165354331,
-        "r":0.909375,
-        "f":0.9129411765
+        "p":0.9156441718,
+        "r":0.9328125,
+        "f":0.9241486068
       },
       "15861261214731031920":{
-        "p":0.7475490196,
-        "r":0.7475490196,
-        "f":0.7475490196
+        "p":0.6926713948,
+        "r":0.7181372549,
+        "f":0.7051744886
       },
       "991268021520064439":{
-        "p":0.8752079867,
-        "r":0.8915254237,
-        "f":0.8832913518
+        "p":0.8718801997,
+        "r":0.8881355932,
+        "f":0.8799328296
       },
       "435":{
-        "p":0.8851590106,
-        "r":0.901890189,
-        "f":0.8934462773
+        "p":0.8917480035,
+        "r":0.904590459,
+        "f":0.8981233244
       },
       "434":{
-        "p":0.9467849224,
+        "p":0.9343544858,
         "r":0.9595505618,
-        "f":0.953125
+        "f":0.9467849224
       },
       "8206900633647566924":{
-        "p":0.825095057,
-        "r":0.9665924276,
-        "f":0.8902564103
+        "p":0.8216318786,
+        "r":0.9643652561,
+        "f":0.887295082
       },
       "407":{
-        "p":0.8295218295,
-        "r":0.84,
-        "f":0.8347280335
+        "p":0.8141962422,
+        "r":0.8210526316,
+        "f":0.8176100629
       },
       "410":{
-        "p":0.74375,
-        "r":0.74375,
-        "f":0.74375
+        "p":0.737394958,
+        "r":0.73125,
+        "f":0.7343096234
       },
       "445":{
-        "p":0.8616734143,
-        "r":0.8634212306,
-        "f":0.862546437
+        "p":0.8593644354,
+        "r":0.8593644354,
+        "f":0.8593644354
       },
       "400":{
-        "p":0.8556701031,
-        "r":0.8736842105,
-        "f":0.8645833333
+        "p":0.8865979381,
+        "r":0.9052631579,
+        "f":0.8958333333
       },
       "17772752594865228322":{
-        "p":0.9619047619,
-        "r":0.9439252336,
-        "f":0.9528301887
+        "p":0.9624413146,
+        "r":0.9579439252,
+        "f":0.9601873536
       },
       "403":{
-        "p":0.8,
-        "r":0.5106382979,
-        "f":0.6233766234
+        "p":0.7419354839,
+        "r":0.4893617021,
+        "f":0.5897435897
       },
       "399":{
-        "p":0.4563106796,
+        "p":0.4947368421,
         "r":0.4795918367,
-        "f":0.4676616915
+        "f":0.4870466321
       },
       "3143985677199705895":{
-        "p":0.7983193277,
-        "r":0.8260869565,
-        "f":0.811965812
+        "p":0.8032128514,
+        "r":0.8695652174,
+        "f":0.8350730689
       },
       "9241468201421778905":{
-        "p":0.4117647059,
-        "r":0.4242424242,
-        "f":0.4179104478
+        "p":0.32,
+        "r":0.4848484848,
+        "f":0.3855421687
       },
       "423":{
-        "p":0.9240506329,
-        "r":0.9240506329,
-        "f":0.9240506329
+        "p":0.9166666667,
+        "r":0.9050632911,
+        "f":0.9108280255
       },
       "13543738850102096385":{
-        "p":0.9357798165,
+        "p":0.9189189189,
         "r":0.9357798165,
-        "f":0.9357798165
+        "f":0.9272727273
       },
       "10901028881100056900":{
-        "p":0.8461538462,
-        "r":0.6875,
-        "f":0.7586206897
+        "p":0.875,
+        "r":0.65625,
+        "f":0.75
       },
       "411":{
-        "p":0.8823529412,
-        "r":0.7317073171,
-        "f":0.8
+        "p":0.8,
+        "r":0.7804878049,
+        "f":0.7901234568
       },
       "12549387360942434255":{
-        "p":0.5151515152,
-        "r":0.425,
-        "f":0.4657534247
+        "p":0.4285714286,
+        "r":0.375,
+        "f":0.4
       },
       "303601073839818384":{
-        "p":0.3333333333,
-        "r":0.25,
-        "f":0.2857142857
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
       },
       "8884235091647096537":{
-        "p":0.3333333333,
-        "r":0.1666666667,
-        "f":0.2222222222
+        "p":0.5,
+        "r":0.0833333333,
+        "f":0.1428571429
       },
       "2249809950233855422":{
-        "p":0.3225806452,
+        "p":0.3703703704,
         "r":0.3125,
-        "f":0.3174603175
+        "f":0.3389830508
       },
       "422":{
-        "p":0.5238095238,
-        "r":0.7333333333,
-        "f":0.6111111111
+        "p":0.3461538462,
+        "r":0.6,
+        "f":0.4390243902
+      },
+      "436":{
+        "p":0.15625,
+        "r":0.0684931507,
+        "f":0.0952380952
       },
       "8110129090154140942":{
-        "p":0.9639175258,
-        "r":0.9540816327,
-        "f":0.958974359
+        "p":0.9591836735,
+        "r":0.9591836735,
+        "f":0.9591836735
       },
       "412":{
-        "p":0.4193548387,
-        "r":0.3513513514,
-        "f":0.3823529412
-      },
-      "436":{
-        "p":0.4333333333,
-        "r":0.1780821918,
-        "f":0.2524271845
+        "p":0.5882352941,
+        "r":0.2702702703,
+        "f":0.3703703704
       },
       "450":{
-        "p":0.9210526316,
-        "r":0.9459459459,
-        "f":0.9333333333
+        "p":0.96,
+        "r":0.972972973,
+        "f":0.966442953
       },
       "12837356684637874264":{
-        "p":0.6860465116,
-        "r":0.6344086022,
-        "f":0.6592178771
-      },
-      "408":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
-      },
-      "2203702860706368571":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
+        "p":0.6489361702,
+        "r":0.6559139785,
+        "f":0.6524064171
       },
       "3350290345017230236":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
+        "p":0.0588235294,
+        "r":0.0416666667,
+        "f":0.0487804878
       },
       "451":{
-        "p":0.5074626866,
-        "r":0.4722222222,
-        "f":0.4892086331
+        "p":0.5636363636,
+        "r":0.4305555556,
+        "f":0.4881889764
       },
       "7349492218059511525":{
         "p":0.6666666667,
@@ -1564,14 +1554,14 @@
         "f":0.7272727273
       },
       "426":{
-        "p":0.5,
+        "p":0.6666666667,
         "r":0.3636363636,
-        "f":0.4210526316
+        "f":0.4705882353
       },
       "405":{
-        "p":0.9166666667,
-        "r":0.9166666667,
-        "f":0.9166666667
+        "p":0.9090909091,
+        "r":0.8333333333,
+        "f":0.8695652174
       },
       "17865338459503383721":{
         "p":1.0,
@@ -1584,24 +1574,29 @@
         "f":0.0
       },
       "7037928807040764755":{
-        "p":0.9756097561,
+        "p":1.0,
         "r":1.0,
-        "f":0.987654321
+        "f":1.0
       },
       "11190527879068114961":{
         "p":0.0,
         "r":0.0,
         "f":0.0
       },
+      "408":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
       "10069665988847657778":{
         "p":0.0,
         "r":0.0,
         "f":0.0
       },
       "17473201795025412735":{
-        "p":1.0,
+        "p":0.5,
         "r":0.1666666667,
-        "f":0.2857142857
+        "f":0.25
       },
       "6522094215780122214":{
         "p":1.0,
@@ -1614,32 +1609,32 @@
         "f":0.0
       }
     },
-    "ents_p":0.9096153846,
-    "ents_r":0.9147327707,
-    "ents_f":0.9121669004,
+    "ents_p":0.9119332986,
+    "ents_r":0.9229957806,
+    "ents_f":0.9174311927,
     "ents_per_type":{
       "ORG":{
-        "p":0.9121621622,
+        "p":0.9221311475,
         "r":0.9388038943,
-        "f":0.9252912954
+        "f":0.9303928325
       },
       "PER":{
-        "p":0.937866354,
-        "r":0.9557945042,
-        "f":0.9467455621
+        "p":0.9537640782,
+        "r":0.9611708483,
+        "f":0.9574531389
       },
       "LOC":{
-        "p":0.9426751592,
-        "r":0.8993055556,
-        "f":0.9204797868
+        "p":0.952079566,
+        "r":0.9140625,
+        "f":0.932683791
       },
       "MISC":{
-        "p":0.7798561151,
-        "r":0.7687943262,
-        "f":0.7742857143
+        "p":0.7330729167,
+        "r":0.7985815603,
+        "f":0.7644263408
       }
     },
-    "speed":3559.6059310631
+    "speed":2821.7094967965
   },
   "sources":[
     {

morphologizer/cfg

@@ -1,5 +1,6 @@
 {
   "extend":false,
+  "label_smoothing":0.0,
   "labels_morph":{
     "Definite=Def|POS=DET|PronType=Art":"Definite=Def|PronType=Art",
     "Case=Ine|Number=Sing|POS=NOUN":"Case=Ine|Number=Sing",

morphologizer/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:27ab24cfac026c32a10861669e716af00ea48f283b93f051ca0c37bb0e98c216
+oid sha256:4a240ce87872810a3b97b037e172335d29a5b6435855ed334a098f02e36ceced
 size 3522673

ner/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:20a5b8e858df786f2a71cbdf6ac23a785d27f67c9031a681f967011cba11d961
+oid sha256:bea64fc6d6f08d9295f6693c280c6ffcfac59579ad32cd810e30ede19d1176c2
 size 443884420

senter/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a57c60560a7245599c8a79ef85d4a16ceeb7a30f33a2612f18cf1f391f5b1374
+oid sha256:5d2d998d2a2ae4176fed4cb1105a3a22ce542a23ac6c2e67832482f4d0f16418
 size 6792

tagger/cfg

@@ -1,4 +1,5 @@
 {
+  "label_smoothing":0.0,
   "labels":[
     "ADJ",
     "ADP",

tagger/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:dc357fa3e92c695224dd310ef6c2fe9c9e11981d9acfe8846eca141bc64f7050
+oid sha256:48c734dcdc44e9b766f8cbded37a797ecf622132e2fc4cd5346fac7f68ca59a3
 size 52932

trainable_lemmatizer/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0f8c6bd62be4a9a776c8b11254fcf93a0757707f4cf2ed0365851a5b7a550ae8
+oid sha256:c59b756bf3a956e678bd0ff951a1d839a6911824363c64805e9079aafd2be2c7
 size 455946865

transformer/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:93dba2735ef5f21353aa67cfb381761c679916c8460a00f1e5e209b300c59495
+oid sha256:2dd66e9dcbd0011b4bbb5a73019c00c66583084e6bd221699f5d600f8ddd9242
 size 443602220

vocab/strings.json

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f8838525e60d6735d68084aaebbcee8797079852831e4301da84bd183dbab205
-size 6387261
+oid sha256:8c7637aca86998aeff3df061da292f20c4ea01c2f6d72badfc8172dd79da7e8c
+size 6387165