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.gitattributes

@@ -33,3 +33,4 @@ 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
+transformer/model filter=lfs diff=lfs merge=lfs -text

config.cfg

@@ -0,0 +1,139 @@
+[paths]
+train = "./data_train_98_rs10.spacy"
+dev = "./data_test_2_rs10.spacy"
+vectors = null
+init_tok2vec = null
+
+[system]
+gpu_allocator = "pytorch"
+seed = 0
+
+[nlp]
+lang = "fa"
+pipeline = ["transformer","tagger"]
+batch_size = 128
+disabled = []
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
+
+[components]
+
+[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.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 = "HooshvareLab/bert-base-parsbert-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 = 5
+dev_corpus = "corpora.dev"
+train_corpus = "corpora.train"
+seed = ${system.seed}
+gpu_allocator = ${system.gpu_allocator}
+dropout = 0.12
+patience = 1600
+max_epochs = 0
+max_steps = 80000
+eval_frequency = 500
+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 = true
+
+[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 = 50000
+initial_rate = 0.00005
+
+[training.score_weights]
+tag_acc = 1.0
+
+[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]

meta.json

@@ -0,0 +1,62 @@
+{
+  "lang":"fa",
+  "name":"pipeline",
+  "version":"0.0.0",
+  "spacy_version":">=3.6.0,<3.7.0",
+  "description":"",
+  "author":"",
+  "email":"",
+  "url":"",
+  "license":"",
+  "spacy_git_version":"6fc153a26",
+  "vectors":{
+    "width":0,
+    "vectors":0,
+    "keys":0,
+    "name":null,
+    "mode":"default"
+  },
+  "labels":{
+    "transformer":[
+
+    ],
+    "tagger":[
+      "ADJ",
+      "ADJ,EZ",
+      "ADP",
+      "ADP,EZ",
+      "ADV",
+      "ADV,EZ",
+      "CCONJ",
+      "CCONJ,EZ",
+      "DET",
+      "DET,EZ",
+      "INTJ",
+      "NOUN",
+      "NOUN,EZ",
+      "NUM",
+      "NUM,EZ",
+      "PRON",
+      "PRON,EZ",
+      "PUNCT",
+      "SCONJ",
+      "VERB"
+    ]
+  },
+  "pipeline":[
+    "transformer",
+    "tagger"
+  ],
+  "components":[
+    "transformer",
+    "tagger"
+  ],
+  "disabled":[
+
+  ],
+  "performance":{
+    "tag_acc":0.9862477747,
+    "transformer_loss":2033.8535827917,
+    "tagger_loss":13184.077239937
+  }
+}

tagger/cfg

@@ -0,0 +1,27 @@
+{
+  "label_smoothing":0.0,
+  "labels":[
+    "ADJ",
+    "ADJ,EZ",
+    "ADP",
+    "ADP,EZ",
+    "ADV",
+    "ADV,EZ",
+    "CCONJ",
+    "CCONJ,EZ",
+    "DET",
+    "DET,EZ",
+    "INTJ",
+    "NOUN",
+    "NOUN,EZ",
+    "NUM",
+    "NUM,EZ",
+    "PRON",
+    "PRON,EZ",
+    "PUNCT",
+    "SCONJ",
+    "VERB"
+  ],
+  "neg_prefix":"!",
+  "overwrite":false
+}

tokenizer

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transformer/cfg

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transformer/model

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+size 655472667

vocab/key2row

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vocab/lookups.bin

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+size 1

vocab/vectors.cfg

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+}