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.gitattributes

@@ -33,3 +33,5 @@ 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
+ner/model filter=lfs diff=lfs merge=lfs -text
+transformer/model filter=lfs diff=lfs merge=lfs -text

config.cfg

@@ -0,0 +1,142 @@
+[paths]
+train = "data_2.0/train.spacy"
+dev = "data_2.0/test.spacy"
+vectors = null
+init_tok2vec = null
+
+[system]
+gpu_allocator = "pytorch"
+seed = 0
+
+[nlp]
+lang = "uk"
+pipeline = ["transformer","ner"]
+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.ner]
+factory = "ner"
+incorrect_spans_key = null
+moves = null
+scorer = {"@scorers":"spacy.ner_scorer.v1"}
+update_with_oracle_cut_size = 100
+
+[components.ner.model]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "ner"
+extra_state_tokens = false
+hidden_width = 192
+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.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 = "benjamin/roberta-large-wechsel-ukrainian"
+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 = 20000
+eval_frequency = 200
+before_to_disk = null
+frozen_components = []
+annotating_components = []
+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
+learn_rate = 0.00001
+
+[training.score_weights]
+ents_f = 1.0
+ents_p = 0.0
+ents_r = 0.0
+ents_per_type = null
+
+[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]

meta.json

@@ -0,0 +1,124 @@
+{
+  "lang":"uk",
+  "name":"pipeline",
+  "version":"0.0.0",
+  "spacy_version":">=3.7.4,<3.8.0",
+  "description":"",
+  "author":"",
+  "email":"",
+  "url":"",
+  "license":"",
+  "spacy_git_version":"bff8725f4",
+  "vectors":{
+    "width":0,
+    "vectors":0,
+    "keys":0,
+    "name":null,
+    "mode":"default"
+  },
+  "labels":{
+    "transformer":[
+
+    ],
+    "ner":[
+      "ART",
+      "DATE",
+      "DOC",
+      "JOB",
+      "LOC",
+      "MISC",
+      "MON",
+      "ORG",
+      "PCT",
+      "PERIOD",
+      "PERS",
+      "QUANT",
+      "TIME"
+    ]
+  },
+  "pipeline":[
+    "transformer",
+    "ner"
+  ],
+  "components":[
+    "transformer",
+    "ner"
+  ],
+  "disabled":[
+
+  ],
+  "performance":{
+    "ents_f":0.891893889,
+    "ents_p":0.8977982743,
+    "ents_r":0.8860666569,
+    "ents_per_type":{
+      "LOC":{
+        "p":0.9231722429,
+        "r":0.9107579462,
+        "f":0.9169230769
+      },
+      "PCT":{
+        "p":1.0,
+        "r":0.9888888889,
+        "f":0.9944134078
+      },
+      "JOB":{
+        "p":0.7286184211,
+        "r":0.6742770167,
+        "f":0.7003952569
+      },
+      "PERS":{
+        "p":0.9607126542,
+        "r":0.9655647383,
+        "f":0.9631325853
+      },
+      "PERIOD":{
+        "p":0.777173913,
+        "r":0.772972973,
+        "f":0.7750677507
+      },
+      "ORG":{
+        "p":0.9400136333,
+        "r":0.8960363873,
+        "f":0.9174983367
+      },
+      "DOC":{
+        "p":0.6086956522,
+        "r":0.35,
+        "f":0.4444444444
+      },
+      "MISC":{
+        "p":0.3931623932,
+        "r":0.323943662,
+        "f":0.3552123552
+      },
+      "QUANT":{
+        "p":0.8901098901,
+        "r":0.9101123596,
+        "f":0.9
+      },
+      "DATE":{
+        "p":0.9011627907,
+        "r":0.9281437126,
+        "f":0.9144542773
+      },
+      "ART":{
+        "p":0.7026143791,
+        "r":0.9071729958,
+        "f":0.7918968692
+      },
+      "TIME":{
+        "p":0.6666666667,
+        "r":0.6,
+        "f":0.6315789474
+      },
+      "MON":{
+        "p":0.9683544304,
+        "r":0.9415384615,
+        "f":0.9547581903
+      }
+    },
+    "transformer_loss":1716.9273529301,
+    "ner_loss":1312.8639660627
+  }
+}

ner/cfg

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

ner/model

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1e6a722903bc55c43382771f66cf5fe2c2f4001790006490d13b04b58123bb0
+size 1038643

ner/moves

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tokenizer

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transformer/cfg

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transformer/model

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+size 1428654131

vocab/key2row

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vocab/lookups.bin

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+size 1

vocab/vectors.cfg

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+}