Update spaCy pipeline

.gitattributes

@@ -25,3 +25,8 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zstandard filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.whl filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*strings.json filter=lfs diff=lfs merge=lfs -text
+vectors filter=lfs diff=lfs merge=lfs -text
+model filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,58 @@
+---
+tags:
+- spacy
+- token-classification
+language:
+- is
+model-index:
+- name: is_core_web_trf
+  results:
+  - task:
+      name: NER
+      type: token-classification
+    metrics:
+    - name: NER Precision
+      type: precision
+      value: 0.9193318395
+    - name: NER Recall
+      type: recall
+      value: 0.9217728758
+    - name: NER F Score
+      type: f_score
+      value: 0.9205507394
+---
+| Feature | Description |
+| --- | --- |
+| **Name** | `is_core_web_trf` |
+| **Version** | `0.0.0` |
+| **spaCy** | `>=3.1.1,<3.2.0` |
+| **Default Pipeline** | `transformer`, `ner`, `tagger`, `parser` |
+| **Components** | `transformer`, `ner`, `tagger`, `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 (591 labels for 3 components)</summary>
+
+| Component | Labels |
+| --- | --- |
+| **`ner`** | `Date`, `Location`, `Miscellaneous`, `Money`, `Organization`, `Percent`, `Person`, `Time` |
+| **`tagger`** | `aa`, `aae`, `aam`, `af`, `afe`, `afm`, `au`, `c`, `cn`, `ct`, `e`, `fahee`, `fahen`, `faheo`, `faheþ`, `fahfe`, `fahfn`, `fahfo`, `fahfþ`, `fakee`, `faken`, `fakeo`, `fakeþ`, `fakfe`, `fakfn`, `fakfo`, `fakfþ`, `favee`, `faven`, `faveo`, `faveþ`, `favfe`, `favfn`, `favfo`, `favfþ`, `fbhee`, `fbhen`, `fbheo`, `fbheþ`, `fbhfe`, `fbhfn`, `fbhfo`, `fbhfþ`, `fbkee`, `fbken`, `fbkeo`, `fbkeþ`, `fbkfe`, `fbkfn`, `fbkfo`, `fbkfþ`, `fbvee`, `fbven`, `fbveo`, `fbveþ`, `fbvfe`, `fbvfn`, `fbvfo`, `fbvfþ`, `fehee`, `fehen`, `feheo`, `feheþ`, `fehfe`, `fehfn`, `fehfo`, `fehfþ`, `fekee`, `feken`, `fekeo`, `fekeþ`, `fekfe`, `fekfn`, `fekfo`, `fekfþ`, `fevee`, `feven`, `feveo`, `feveþ`, `fevfe`, `fevfn`, `fevfo`, `fevfþ`, `fohee`, `fohen`, `foheo`, `foheþ`, `fohfe`, `fohfn`, `fohfo`, `fohfþ`, `fokee`, `foken`, `fokeo`, `fokeþ`, `fokfe`, `fokfn`, `fokfo`, `fokfþ`, `fovee`, `foven`, `foveo`, `foveþ`, `fovfe`, `fovfn`, `fovfo`, `fovfþ`, `fp1ee`, `fp1en`, `fp1eo`, `fp1eþ`, `fp1fe`, `fp1fn`, `fp1fo`, `fp1fþ`, `fp2ee`, `fp2en`, `fp2eo`, `fp2eþ`, `fp2fe`, `fp2fn`, `fp2fo`, `fp2fþ`, `fphee`, `fphen`, `fpheo`, `fpheþ`, `fphfe`, `fphfn`, `fphfo`, `fphfþ`, `fpkee`, `fpken`, `fpkeo`, `fpkeþ`, `fpkfe`, `fpkfn`, `fpkfo`, `fpkfþ`, `fpvee`, `fpven`, `fpveo`, `fpveþ`, `fpvfe`, `fpvfn`, `fpvfo`, `fpvfþ`, `fshee`, `fshen`, `fsheo`, `fsheþ`, `fshfe`, `fshfn`, `fshfo`, `fshfþ`, `fskee`, `fsken`, `fskeo`, `fskeþ`, `fskfe`, `fskfn`, `fskfo`, `fskfþ`, `fsvee`, `fsven`, `fsveo`, `fsveþ`, `fsvfe`, `fsvfn`, `fsvfo`, `fsvfþ`, `ghee`, `ghen`, `gheo`, `gheþ`, `ghfe`, `ghfn`, `ghfo`, `ghfþ`, `gkee`, `gken`, `gkeo`, `gkeþ`, `gkfe`, `gkfn`, `gkfo`, `gkfþ`, `gvee`, `gven`, `gveo`, `gveþ`, `gvfe`, `gvfn`, `gvfo`, `gvfþ`, `ks`, `kt`, `lheeof`, `lheesf`, `lheeve`, `lheevf`, `lheevm`, `lhenof`, `lhense`, `lhensf`, `lhenve`, `lhenvf`, `lhenvm`, `lheoof`, `lheose`, `lheosf`, `lheosm`, `lheove`, `lheovf`, `lheovm`, `lheþof`, `lheþse`, `lheþsf`, `lheþve`, `lheþvf`, `lheþvm`, `lhfeof`, `lhfese`, `lhfesf`, `lhfeve`, `lhfevf`, `lhfevm`, `lhfnof`, `lhfnse`, `lhfnsf`, `lhfnve`, `lhfnvf`, `lhfnvm`, `lhfoof`, `lhfose`, `lhfosf`, `lhfove`, `lhfovf`, `lhfovm`, `lhfþof`, `lhfþse`, `lhfþsf`, `lhfþve`, `lhfþvf`, `lhfþvm`, `lkeeof`, `lkeesf`, `lkeeve`, `lkeevf`, `lkeevm`, `lkenof`, `lkense`, `lkensf`, `lkenve`, `lkenvf`, `lkenvm`, `lkeoof`, `lkeose`, `lkeosf`, `lkeove`, `lkeovf`, `lkeovm`, `lkeþof`, `lkeþse`, `lkeþsf`, `lkeþve`, `lkeþvf`, `lkeþvm`, `lkfeof`, `lkfese`, `lkfesf`, `lkfeve`, `lkfevf`, `lkfevm`, `lkfnof`, `lkfnse`, `lkfnsf`, `lkfnve`, `lkfnvf`, `lkfnvm`, `lkfoof`, `lkfose`, `lkfosf`, `lkfove`, `lkfovf`, `lkfovm`, `lkfþof`, `lkfþse`, `lkfþsf`, `lkfþsm`, `lkfþve`, `lkfþvf`, `lkfþvm`, `lveeof`, `lveese`, `lveesf`, `lveeve`, `lveevf`, `lveevm`, `lvenof`, `lvense`, `lvensf`, `lvenve`, `lvenvf`, `lvenvm`, `lveoof`, `lveose`, `lveosf`, `lveove`, `lveovf`, `lveovm`, `lveþof`, `lveþse`, `lveþsf`, `lveþve`, `lveþvf`, `lveþvm`, `lvfeof`, `lvfese`, `lvfesf`, `lvfeve`, `lvfevf`, `lvfevm`, `lvfnof`, `lvfnse`, `lvfnsf`, `lvfnve`, `lvfnvf`, `lvfnvm`, `lvfoof`, `lvfose`, `lvfosf`, `lvfove`, `lvfovf`, `lvfovm`, `lvfþof`, `lvfþse`, `lvfþsf`, `lvfþsm`, `lvfþve`, `lvfþvf`, `lvfþvm`, `m`, `n----s`, `n-ee`, `n-ee-s`, `n-en`, `n-en-s`, `n-eng`, `n-eo`, `n-eo-s`, `n-eþ`, `n-eþ-s`, `n-fn`, `nhee`, `nhee-s`, `nheeg`, `nheegs`, `nhen`, `nhen-s`, `nheng`, `nhengs`, `nheo`, `nheo-s`, `nheog`, `nheogs`, `nheþ`, `nheþ-s`, `nheþg`, `nheþgs`, `nhfe`, `nhfe-s`, `nhfeg`, `nhfegs`, `nhfn`, `nhfn-s`, `nhfng`, `nhfngs`, `nhfo`, `nhfo-s`, `nhfog`, `nhfogs`, `nhfþ`, `nhfþ-s`, `nhfþg`, `nhfþgs`, `nkee`, `nkee-s`, `nkeeg`, `nkeegs`, `nken`, `nken-s`, `nkeng`, `nkengs`, `nkeo`, `nkeo-s`, `nkeog`, `nkeogs`, `nkeþ`, `nkeþ-s`, `nkeþg`, `nkeþgs`, `nkfe`, `nkfe-s`, `nkfeg`, `nkfegs`, `nkfn`, `nkfn-s`, `nkfng`, `nkfngs`, `nkfo`, `nkfo-s`, `nkfog`, `nkfogs`, `nkfþ`, `nkfþ-s`, `nkfþg`, `nkfþgs`, `nvee`, `nvee-s`, `nveeg`, `nveegs`, `nven`, `nven-s`, `nveng`, `nvengs`, `nveo`, `nveo-s`, `nveog`, `nveogs`, `nveþ`, `nveþ-s`, `nveþg`, `nveþgs`, `nvfe`, `nvfe-s`, `nvfeg`, `nvfegs`, `nvfn`, `nvfn-s`, `nvfng`, `nvfngs`, `nvfo`, `nvfo-s`, `nvfog`, `nvfogs`, `nvfþ`, `nvfþ-s`, `nvfþg`, `nvfþgs`, `pa`, `pg`, `pk`, `pl`, `sbg2en`, `sbg2fn`, `sbm2en`, `sbm2fn`, `sfg1en`, `sfg1eþ`, `sfg1fn`, `sfg1fþ`, `sfg2en`, `sfg2eþ`, `sfg2fn`, `sfg2fþ`, `sfg3en`, `sfg3eþ`, `sfg3fn`, `sfg3fþ`, `sfm1en`, `sfm1eþ`, `sfm1fn`, `sfm1fþ`, `sfm2en`, `sfm2eþ`, `sfm2fn`, `sfm2fþ`, `sfm3en`, `sfm3eþ`, `sfm3fn`, `sfm3fþ`, `slg`, `sng`, `snm`, `svg1en`, `svg1eþ`, `svg1fn`, `svg1fþ`, `svg2en`, `svg2eþ`, `svg2fn`, `svg2fþ`, `svg3en`, `svg3eþ`, `svg3fn`, `svg3fþ`, `svm1en`, `svm1eþ`, `svm1fn`, `svm1fþ`, `svm2en`, `svm2eþ`, `svm2fn`, `svm3en`, `svm3eþ`, `svm3fn`, `svm3fþ`, `sþghen`, `sþgheo`, `sþghfn`, `sþghfo`, `sþgken`, `sþgkeo`, `sþgkfn`, `sþgkfo`, `sþgven`, `sþgveo`, `sþgvfn`, `sþgvfo`, `sþgvfþ`, `sþmhen`, `sþmheo`, `sþmken`, `sþmven`, `ta`, `tfhee`, `tfhen`, `tfheo`, `tfheþ`, `tfhfe`, `tfhfn`, `tfhfo`, `tfhfþ`, `tfkee`, `tfken`, `tfkeo`, `tfkeþ`, `tfkfe`, `tfkfn`, `tfkfo`, `tfkfþ`, `tfvee`, `tfven`, `tfveo`, `tfveþ`, `tfvfe`, `tfvfn`, `tfvfo`, `tfvfþ`, `to`, `tp`, `v`, `x` |
+| **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `case`, `cc`, `ccomp`, `compound:prt`, `conj`, `cop`, `dep`, `det`, `fixed`, `flat:name`, `mark`, `nmod`, `nmod:poss`, `nsubj`, `nummod`, `obj`, `obl`, `obl:arg`, `parataxis`, `punct`, `xcomp` |
+
+</details>
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `ENTS_F` | 92.06 |
+| `ENTS_P` | 91.93 |
+| `ENTS_R` | 92.18 |
+| `TRANSFORMER_LOSS` | 248325.98 |
+| `NER_LOSS` | 120059.07 |

config.cfg

@@ -0,0 +1,192 @@
+[paths]
+train = "corpus/MIM-GOLD-NER/train.spacy"
+dev = "corpus/MIM-GOLD-NER/dev.spacy"
+vectors = null
+init_tok2vec = null
+
+[system]
+gpu_allocator = "pytorch"
+seed = 0
+
+[nlp]
+lang = "is"
+pipeline = ["transformer","ner","tagger","parser"]
+batch_size = 128
+disabled = []
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
+
+[components]
+
+[components.ner]
+factory = "ner"
+incorrect_spans_key = null
+moves = null
+update_with_oracle_cut_size = 100
+
+[components.ner.model]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "ner"
+extra_state_tokens = false
+hidden_width = 64
+maxout_pieces = 2
+use_upper = false
+nO = null
+
+[components.ner.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
+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"
+
+[components.tagger.model]
+@architectures = "spacy.Tagger.v1"
+nO = null
+
+[components.tagger.model.tok2vec]
+@architectures = "spacy.Tok2Vec.v1"
+
+[components.tagger.model.tok2vec.embed]
+@architectures = "spacy.MultiHashEmbed.v1"
+width = 128
+attrs = ["NORM","PREFIX","SUFFIX","LOWER"]
+rows = [5000,2500,2500,2500]
+include_static_vectors = true
+
+[components.tagger.model.tok2vec.encode]
+@architectures = "spacy.MaxoutWindowEncoder.v1"
+width = 128
+depth = 4
+window_size = 1
+maxout_pieces = 3
+
+[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.v1"
+name = "mideind/IceBERT"
+
+[components.transformer.model.get_spans]
+@span_getters = "spacy-transformers.strided_spans.v1"
+window = 128
+stride = 96
+
+[components.transformer.model.tokenizer_config]
+use_fast = true
+
+[corpora]
+
+[corpora.dev]
+@readers = "spacy.Corpus.v1"
+path = ${paths.dev}
+max_length = 512
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[corpora.train]
+@readers = "spacy.Corpus.v1"
+path = ${paths.train}
+max_length = 512
+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 = 20000
+eval_frequency = 200
+frozen_components = []
+annotating_components = []
+before_to_disk = 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]
+ents_f = 0.33
+ents_p = 0.0
+ents_r = 0.0
+ents_per_type = null
+tag_acc = 0.33
+dep_uas = 0.17
+dep_las = 0.17
+dep_las_per_type = null
+sents_p = null
+sents_r = null
+sents_f = 0.0
+
+[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]

is_core_web_trf-any-py3-none-any.whl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba588ce94773e4749c944d4420b7600bbd56e21e0f3e7f7931561de07657b4cc
+size 471601718

meta.json

@@ -0,0 +1,690 @@
+{
+  "lang":"is",
+  "name":"core_web_trf",
+  "version":"0.0.0",
+  "description":"",
+  "author":"",
+  "email":"",
+  "url":"",
+  "license":"",
+  "spacy_version":">=3.1.1,<3.2.0",
+  "spacy_git_version":"ffaead8fe",
+  "vectors":{
+    "width":0,
+    "vectors":0,
+    "keys":0,
+    "name":null
+  },
+  "labels":{
+    "transformer":[
+
+    ],
+    "ner":[
+      "Date",
+      "Location",
+      "Miscellaneous",
+      "Money",
+      "Organization",
+      "Percent",
+      "Person",
+      "Time"
+    ],
+    "tagger":[
+      "aa",
+      "aae",
+      "aam",
+      "af",
+      "afe",
+      "afm",
+      "au",
+      "c",
+      "cn",
+      "ct",
+      "e",
+      "fahee",
+      "fahen",
+      "faheo",
+      "fahe\u00fe",
+      "fahfe",
+      "fahfn",
+      "fahfo",
+      "fahf\u00fe",
+      "fakee",
+      "faken",
+      "fakeo",
+      "fake\u00fe",
+      "fakfe",
+      "fakfn",
+      "fakfo",
+      "fakf\u00fe",
+      "favee",
+      "faven",
+      "faveo",
+      "fave\u00fe",
+      "favfe",
+      "favfn",
+      "favfo",
+      "favf\u00fe",
+      "fbhee",
+      "fbhen",
+      "fbheo",
+      "fbhe\u00fe",
+      "fbhfe",
+      "fbhfn",
+      "fbhfo",
+      "fbhf\u00fe",
+      "fbkee",
+      "fbken",
+      "fbkeo",
+      "fbke\u00fe",
+      "fbkfe",
+      "fbkfn",
+      "fbkfo",
+      "fbkf\u00fe",
+      "fbvee",
+      "fbven",
+      "fbveo",
+      "fbve\u00fe",
+      "fbvfe",
+      "fbvfn",
+      "fbvfo",
+      "fbvf\u00fe",
+      "fehee",
+      "fehen",
+      "feheo",
+      "fehe\u00fe",
+      "fehfe",
+      "fehfn",
+      "fehfo",
+      "fehf\u00fe",
+      "fekee",
+      "feken",
+      "fekeo",
+      "feke\u00fe",
+      "fekfe",
+      "fekfn",
+      "fekfo",
+      "fekf\u00fe",
+      "fevee",
+      "feven",
+      "feveo",
+      "feve\u00fe",
+      "fevfe",
+      "fevfn",
+      "fevfo",
+      "fevf\u00fe",
+      "fohee",
+      "fohen",
+      "foheo",
+      "fohe\u00fe",
+      "fohfe",
+      "fohfn",
+      "fohfo",
+      "fohf\u00fe",
+      "fokee",
+      "foken",
+      "fokeo",
+      "foke\u00fe",
+      "fokfe",
+      "fokfn",
+      "fokfo",
+      "fokf\u00fe",
+      "fovee",
+      "foven",
+      "foveo",
+      "fove\u00fe",
+      "fovfe",
+      "fovfn",
+      "fovfo",
+      "fovf\u00fe",
+      "fp1ee",
+      "fp1en",
+      "fp1eo",
+      "fp1e\u00fe",
+      "fp1fe",
+      "fp1fn",
+      "fp1fo",
+      "fp1f\u00fe",
+      "fp2ee",
+      "fp2en",
+      "fp2eo",
+      "fp2e\u00fe",
+      "fp2fe",
+      "fp2fn",
+      "fp2fo",
+      "fp2f\u00fe",
+      "fphee",
+      "fphen",
+      "fpheo",
+      "fphe\u00fe",
+      "fphfe",
+      "fphfn",
+      "fphfo",
+      "fphf\u00fe",
+      "fpkee",
+      "fpken",
+      "fpkeo",
+      "fpke\u00fe",
+      "fpkfe",
+      "fpkfn",
+      "fpkfo",
+      "fpkf\u00fe",
+      "fpvee",
+      "fpven",
+      "fpveo",
+      "fpve\u00fe",
+      "fpvfe",
+      "fpvfn",
+      "fpvfo",
+      "fpvf\u00fe",
+      "fshee",
+      "fshen",
+      "fsheo",
+      "fshe\u00fe",
+      "fshfe",
+      "fshfn",
+      "fshfo",
+      "fshf\u00fe",
+      "fskee",
+      "fsken",
+      "fskeo",
+      "fske\u00fe",
+      "fskfe",
+      "fskfn",
+      "fskfo",
+      "fskf\u00fe",
+      "fsvee",
+      "fsven",
+      "fsveo",
+      "fsve\u00fe",
+      "fsvfe",
+      "fsvfn",
+      "fsvfo",
+      "fsvf\u00fe",
+      "ghee",
+      "ghen",
+      "gheo",
+      "ghe\u00fe",
+      "ghfe",
+      "ghfn",
+      "ghfo",
+      "ghf\u00fe",
+      "gkee",
+      "gken",
+      "gkeo",
+      "gke\u00fe",
+      "gkfe",
+      "gkfn",
+      "gkfo",
+      "gkf\u00fe",
+      "gvee",
+      "gven",
+      "gveo",
+      "gve\u00fe",
+      "gvfe",
+      "gvfn",
+      "gvfo",
+      "gvf\u00fe",
+      "ks",
+      "kt",
+      "lheeof",
+      "lheesf",
+      "lheeve",
+      "lheevf",
+      "lheevm",
+      "lhenof",
+      "lhense",
+      "lhensf",
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+}

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+    "lkfese",
+    "lkfesf",
+    "lkfeve",
+    "lkfevf",
+    "lkfevm",
+    "lkfnof",
+    "lkfnse",
+    "lkfnsf",
+    "lkfnve",
+    "lkfnvf",
+    "lkfnvm",
+    "lkfoof",
+    "lkfose",
+    "lkfosf",
+    "lkfove",
+    "lkfovf",
+    "lkfovm",
+    "lkf\u00feof",
+    "lkf\u00fese",
+    "lkf\u00fesf",
+    "lkf\u00fesm",
+    "lkf\u00feve",
+    "lkf\u00fevf",
+    "lkf\u00fevm",
+    "lveeof",
+    "lveese",
+    "lveesf",
+    "lveeve",
+    "lveevf",
+    "lveevm",
+    "lvenof",
+    "lvense",
+    "lvensf",
+    "lvenve",
+    "lvenvf",
+    "lvenvm",
+    "lveoof",
+    "lveose",
+    "lveosf",
+    "lveove",
+    "lveovf",
+    "lveovm",
+    "lve\u00feof",
+    "lve\u00fese",
+    "lve\u00fesf",
+    "lve\u00feve",
+    "lve\u00fevf",
+    "lve\u00fevm",
+    "lvfeof",
+    "lvfese",
+    "lvfesf",
+    "lvfeve",
+    "lvfevf",
+    "lvfevm",
+    "lvfnof",
+    "lvfnse",
+    "lvfnsf",
+    "lvfnve",
+    "lvfnvf",
+    "lvfnvm",
+    "lvfoof",
+    "lvfose",
+    "lvfosf",
+    "lvfove",
+    "lvfovf",
+    "lvfovm",
+    "lvf\u00feof",
+    "lvf\u00fese",
+    "lvf\u00fesf",
+    "lvf\u00fesm",
+    "lvf\u00feve",
+    "lvf\u00fevf",
+    "lvf\u00fevm",
+    "m",
+    "n----s",
+    "n-ee",
+    "n-ee-s",
+    "n-en",
+    "n-en-s",
+    "n-eng",
+    "n-eo",
+    "n-eo-s",
+    "n-e\u00fe",
+    "n-e\u00fe-s",
+    "n-fn",
+    "nhee",
+    "nhee-s",
+    "nheeg",
+    "nheegs",
+    "nhen",
+    "nhen-s",
+    "nheng",
+    "nhengs",
+    "nheo",
+    "nheo-s",
+    "nheog",
+    "nheogs",
+    "nhe\u00fe",
+    "nhe\u00fe-s",
+    "nhe\u00feg",
+    "nhe\u00fegs",
+    "nhfe",
+    "nhfe-s",
+    "nhfeg",
+    "nhfegs",
+    "nhfn",
+    "nhfn-s",
+    "nhfng",
+    "nhfngs",
+    "nhfo",
+    "nhfo-s",
+    "nhfog",
+    "nhfogs",
+    "nhf\u00fe",
+    "nhf\u00fe-s",
+    "nhf\u00feg",
+    "nhf\u00fegs",
+    "nkee",
+    "nkee-s",
+    "nkeeg",
+    "nkeegs",
+    "nken",
+    "nken-s",
+    "nkeng",
+    "nkengs",
+    "nkeo",
+    "nkeo-s",
+    "nkeog",
+    "nkeogs",
+    "nke\u00fe",
+    "nke\u00fe-s",
+    "nke\u00feg",
+    "nke\u00fegs",
+    "nkfe",
+    "nkfe-s",
+    "nkfeg",
+    "nkfegs",
+    "nkfn",
+    "nkfn-s",
+    "nkfng",
+    "nkfngs",
+    "nkfo",
+    "nkfo-s",
+    "nkfog",
+    "nkfogs",
+    "nkf\u00fe",
+    "nkf\u00fe-s",
+    "nkf\u00feg",
+    "nkf\u00fegs",
+    "nvee",
+    "nvee-s",
+    "nveeg",
+    "nveegs",
+    "nven",
+    "nven-s",
+    "nveng",
+    "nvengs",
+    "nveo",
+    "nveo-s",
+    "nveog",
+    "nveogs",
+    "nve\u00fe",
+    "nve\u00fe-s",
+    "nve\u00feg",
+    "nve\u00fegs",
+    "nvfe",
+    "nvfe-s",
+    "nvfeg",
+    "nvfegs",
+    "nvfn",
+    "nvfn-s",
+    "nvfng",
+    "nvfngs",
+    "nvfo",
+    "nvfo-s",
+    "nvfog",
+    "nvfogs",
+    "nvf\u00fe",
+    "nvf\u00fe-s",
+    "nvf\u00feg",
+    "nvf\u00fegs",
+    "pa",
+    "pg",
+    "pk",
+    "pl",
+    "sbg2en",
+    "sbg2fn",
+    "sbm2en",
+    "sbm2fn",
+    "sfg1en",
+    "sfg1e\u00fe",
+    "sfg1fn",
+    "sfg1f\u00fe",
+    "sfg2en",
+    "sfg2e\u00fe",
+    "sfg2fn",
+    "sfg2f\u00fe",
+    "sfg3en",
+    "sfg3e\u00fe",
+    "sfg3fn",
+    "sfg3f\u00fe",
+    "sfm1en",
+    "sfm1e\u00fe",
+    "sfm1fn",
+    "sfm1f\u00fe",
+    "sfm2en",
+    "sfm2e\u00fe",
+    "sfm2fn",
+    "sfm2f\u00fe",
+    "sfm3en",
+    "sfm3e\u00fe",
+    "sfm3fn",
+    "sfm3f\u00fe",
+    "slg",
+    "sng",
+    "snm",
+    "svg1en",
+    "svg1e\u00fe",
+    "svg1fn",
+    "svg1f\u00fe",
+    "svg2en",
+    "svg2e\u00fe",
+    "svg2fn",
+    "svg2f\u00fe",
+    "svg3en",
+    "svg3e\u00fe",
+    "svg3fn",
+    "svg3f\u00fe",
+    "svm1en",
+    "svm1e\u00fe",
+    "svm1fn",
+    "svm1f\u00fe",
+    "svm2en",
+    "svm2e\u00fe",
+    "svm2fn",
+    "svm3en",
+    "svm3e\u00fe",
+    "svm3fn",
+    "svm3f\u00fe",
+    "s\u00feghen",
+    "s\u00fegheo",
+    "s\u00feghfn",
+    "s\u00feghfo",
+    "s\u00fegken",
+    "s\u00fegkeo",
+    "s\u00fegkfn",
+    "s\u00fegkfo",
+    "s\u00fegven",
+    "s\u00fegveo",
+    "s\u00fegvfn",
+    "s\u00fegvfo",
+    "s\u00fegvf\u00fe",
+    "s\u00femhen",
+    "s\u00femheo",
+    "s\u00femken",
+    "s\u00femven",
+    "ta",
+    "tfhee",
+    "tfhen",
+    "tfheo",
+    "tfhe\u00fe",
+    "tfhfe",
+    "tfhfn",
+    "tfhfo",
+    "tfhf\u00fe",
+    "tfkee",
+    "tfken",
+    "tfkeo",
+    "tfke\u00fe",
+    "tfkfe",
+    "tfkfn",
+    "tfkfo",
+    "tfkf\u00fe",
+    "tfvee",
+    "tfven",
+    "tfveo",
+    "tfve\u00fe",
+    "tfvfe",
+    "tfvfn",
+    "tfvfo",
+    "tfvf\u00fe",
+    "to",
+    "tp",
+    "v",
+    "x"
+  ]
+}

tagger/model

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bab2b588c80aae9926182c1d8aa3e156e22a6af1395108cc5c9e58e7442aa1e1
+size 10201974

tokenizer

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