FarhanQ101 commited on
Commit
84a76ad
1 Parent(s): 3e605ec

Update spaCy pipeline

Browse files
.gitattributes CHANGED
@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ en_pipeline-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
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+ tok2vec/model filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ tags:
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+ - spacy
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+ - token-classification
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+ language:
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+ - en
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+ model-index:
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+ - name: en_pipeline
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+ results:
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+ - task:
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+ name: NER
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+ type: token-classification
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+ metrics:
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+ - name: NER Precision
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+ type: precision
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+ value: 0.9969512195
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+ - name: NER Recall
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+ type: recall
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+ value: 0.9969512195
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+ - name: NER F Score
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+ type: f_score
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+ value: 0.9969512195
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+ ---
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+ | Feature | Description |
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+ | --- | --- |
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+ | **Name** | `en_pipeline` |
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+ | **Version** | `0.0.0` |
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+ | **spaCy** | `>=3.7.1,<3.8.0` |
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+ | **Default Pipeline** | `tok2vec`, `ner` |
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+ | **Components** | `tok2vec`, `ner` |
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+ | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
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+ | **Sources** | n/a |
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+ | **License** | n/a |
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+ | **Author** | [n/a]() |
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+
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+ ### Label Scheme
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+
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+ <details>
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+
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+ <summary>View label scheme (8 labels for 1 components)</summary>
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+
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+ | Component | Labels |
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+ | --- | --- |
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+ | **`ner`** | `AMOUNT`, `AVAILABLE_BAL`, `DATE`, `OTHER_ACC_ADD`, `RECEPIENT_NAME`, `TIME`, `UPI_REF_ID`, `USER_ACC_ADD` |
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+
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+ </details>
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+
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+ ### Accuracy
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+
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+ | Type | Score |
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+ | --- | --- |
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+ | `ENTS_F` | 99.70 |
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+ | `ENTS_P` | 99.70 |
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+ | `ENTS_R` | 99.70 |
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+ | `TOK2VEC_LOSS` | 8615.31 |
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+ | `NER_LOSS` | 9620.54 |
config.cfg ADDED
@@ -0,0 +1,145 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ [paths]
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+ train = "./training_data_v2_v3.spacy"
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+ dev = "./training_data_v2_v3.spacy"
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+ vectors = null
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+ init_tok2vec = null
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+
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+ [system]
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+ gpu_allocator = null
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+ seed = 0
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+
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+ [nlp]
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+ lang = "en"
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+ pipeline = ["tok2vec","ner"]
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+ batch_size = 1000
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+ disabled = []
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+ before_creation = null
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+ after_creation = null
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+ after_pipeline_creation = null
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+ tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
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+ vectors = {"@vectors":"spacy.Vectors.v1"}
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+
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+ [components]
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+
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+ [components.ner]
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+ factory = "ner"
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+ incorrect_spans_key = null
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+ moves = null
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+ scorer = {"@scorers":"spacy.ner_scorer.v1"}
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+ update_with_oracle_cut_size = 100
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+
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+ [components.ner.model]
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+ @architectures = "spacy.TransitionBasedParser.v2"
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+ state_type = "ner"
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+ extra_state_tokens = false
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+ hidden_width = 64
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+ maxout_pieces = 2
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+ use_upper = true
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+ nO = null
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+
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+ [components.ner.model.tok2vec]
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+ @architectures = "spacy.Tok2VecListener.v1"
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+ width = ${components.tok2vec.model.encode.width}
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+ upstream = "*"
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+
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+ [components.tok2vec]
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+ factory = "tok2vec"
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+
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+ [components.tok2vec.model]
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+ @architectures = "spacy.Tok2Vec.v2"
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+
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+ [components.tok2vec.model.embed]
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+ @architectures = "spacy.MultiHashEmbed.v2"
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+ width = ${components.tok2vec.model.encode.width}
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+ attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
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+ rows = [5000,1000,2500,2500]
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+ include_static_vectors = false
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+
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+ [components.tok2vec.model.encode]
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+ @architectures = "spacy.MaxoutWindowEncoder.v2"
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+ width = 96
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+ depth = 4
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+ window_size = 1
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+ maxout_pieces = 3
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+
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+ [corpora]
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+
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+ [corpora.dev]
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+ @readers = "spacy.Corpus.v1"
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+ path = ${paths.dev}
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+ max_length = 0
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+ gold_preproc = false
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+ limit = 0
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+ augmenter = null
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+
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+ [corpora.train]
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+ @readers = "spacy.Corpus.v1"
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+ path = ${paths.train}
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+ max_length = 0
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+ gold_preproc = false
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+ limit = 0
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+ augmenter = null
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+
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+ [training]
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+ dev_corpus = "corpora.dev"
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+ train_corpus = "corpora.train"
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+ seed = ${system.seed}
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+ gpu_allocator = ${system.gpu_allocator}
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+ dropout = 0.1
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+ accumulate_gradient = 1
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+ patience = 1600
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+ max_epochs = 0
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+ max_steps = 20000
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+ eval_frequency = 200
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+ frozen_components = []
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+ annotating_components = []
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+ before_to_disk = null
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+ before_update = null
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+
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+ [training.batcher]
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+ @batchers = "spacy.batch_by_words.v1"
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+ discard_oversize = false
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+ tolerance = 0.2
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+ get_length = null
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+
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+ [training.batcher.size]
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+ @schedules = "compounding.v1"
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+ start = 100
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+ stop = 1000
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+ compound = 1.001
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+ t = 0.0
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+
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+ [training.logger]
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+ @loggers = "spacy.ConsoleLogger.v1"
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+ progress_bar = false
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+
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+ [training.optimizer]
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+ @optimizers = "Adam.v1"
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+ beta1 = 0.9
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+ beta2 = 0.999
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+ L2_is_weight_decay = true
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+ L2 = 0.01
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+ grad_clip = 1.0
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+ use_averages = false
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+ eps = 0.00000001
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+ learn_rate = 0.001
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+
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+ [training.score_weights]
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+ ents_f = 1.0
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+ ents_p = 0.0
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+ ents_r = 0.0
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+ ents_per_type = null
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+
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+ [pretraining]
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+
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+ [initialize]
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+ vectors = ${paths.vectors}
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+ init_tok2vec = ${paths.init_tok2vec}
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+ vocab_data = null
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+ lookups = null
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+ before_init = null
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+ after_init = null
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+
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+ [initialize.components]
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+
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+ [initialize.tokenizer]
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meta.json ADDED
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+ {
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+ "lang":"en",
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+ "name":"pipeline",
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+ "version":"0.0.0",
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+ "description":"",
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+ "author":"",
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+ "email":"",
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+ "url":"",
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+ "license":"",
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+ "spacy_version":">=3.7.1,<3.8.0",
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+ "spacy_git_version":"9d036607f",
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+ "vectors":{
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+ "width":0,
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+ "vectors":0,
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+ "keys":0,
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+ "name":null
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+ },
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+ "labels":{
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+ "tok2vec":[
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+
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+ ],
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+ "ner":[
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+ "AMOUNT",
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+ "AVAILABLE_BAL",
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+ "DATE",
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+ "OTHER_ACC_ADD",
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+ "RECEPIENT_NAME",
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+ "TIME",
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+ "UPI_REF_ID",
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+ "USER_ACC_ADD"
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+ ]
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+ },
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+ "pipeline":[
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+ "tok2vec",
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+ "ner"
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+ ],
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+ "components":[
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+ "tok2vec",
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+ "ner"
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+ ],
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+ "disabled":[
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+ ],
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+ "performance":{
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+ "ents_p":0.9969512195,
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+ "ents_r":0.9969512195,
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+ "ents_per_type":{
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+ "USER_ACC_ADD":{
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+ "p":1.0,
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+ "r":1.0,
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+ "f":1.0
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+ },
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+ "DATE":{
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+ "p":0.984375,
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+ "r":1.0,
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+ "f":0.9921259843
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+ },
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+ "TIME":{
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+ "p":1.0,
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+ "r":1.0,
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+ "f":1.0
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+ },
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+ "RECEPIENT_NAME":{
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+ "UPI_REF_ID":{
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+ "AMOUNT":{
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+ "r":0.9655172414,
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+ "f":0.9824561404
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+ },
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+ "AVAILABLE_BAL":{
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+ "r":1.0,
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+ "f":1.0
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+ },
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+ "OTHER_ACC_ADD":{
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+ "p":1.0,
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+ "r":1.0,
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+ "f":1.0
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+ }
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+ },
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+ "tok2vec_loss":86.1531258392,
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+ "ner_loss":96.2054465184
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+ },
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+ "requirements":[
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+
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+ ]
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+ }
ner/cfg ADDED
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+ {
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+ "moves":null,
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+ "update_with_oracle_cut_size":100,
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+ "multitasks":[
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+
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+ ],
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+ "min_action_freq":1,
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+ "learn_tokens":false,
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+ "beam_width":1,
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+ "beam_density":0.0,
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+ "beam_update_prob":0.0,
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+ "incorrect_spans_key":null
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+ }
ner/model ADDED
Binary file (135 kB). View file
 
ner/moves ADDED
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tok2vec/cfg ADDED
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+ {
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+
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+ }
tok2vec/model ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:410041bbd6d2bd50486b0f3dc8f38e9123559a466f2306a0ff5c0107333566d8
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+ size 6009091
tokenizer ADDED
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56
+ "(\u00ac_\u00ac)",
57
+ "(\u0ca0_\u0ca0)",
58
+ "(\u256f\u00b0\u25a1\u00b0\uff09\u256f\ufe35\u253b\u2501\u253b",
59
+ ")",
60
+ ")))",
61
+ ")-:",
62
+ ")/\u00af",
63
+ "):",
64
+ "*",
65
+ ",",
66
+ "-",
67
+ "-((",
68
+ "-))",
69
+ "-/",
70
+ "-0",
71
+ "-3",
72
+ "-8",
73
+ "-D",
74
+ "-O",
75
+ "-P",
76
+ "-SBI",
77
+ "-X",
78
+ "-XXX",
79
+ "-_-",
80
+ "-__-",
81
+ "-d",
82
+ "-o",
83
+ "-p",
84
+ "-sbi",
85
+ "-x",
86
+ "-xxx",
87
+ "-|",
88
+ ".",
89
+ ".00",
90
+ ".02",
91
+ ".42",
92
+ ".52",
93
+ ".C.",
94
+ ".D.",
95
+ ".E.",
96
+ ".G.",
97
+ ".H.",
98
+ ".J.",
99
+ ".M.",
100
+ ".Y.",
101
+ "._.",
102
+ ".e.",
103
+ ".g.",
104
+ ".m.",
105
+ ".s.",
106
+ "/",
107
+ "/3",
108
+ "/d",
109
+ "/or",
110
+ "0",
111
+ "0.-",
112
+ "0.0",
113
+ "0.o",
114
+ "000",
115
+ "002",
116
+ "003",
117
+ "004",
118
+ "007",
119
+ "008",
120
+ "02",
121
+ "02-",
122
+ "02/10/2023.Total",
123
+ "02/10/2023.total",
124
+ "023",
125
+ "02Jan23",
126
+ "02jan23",
127
+ "03/10/2023.Total",
128
+ "03/10/2023.total",
129
+ "03Oct23",
130
+ "03oct23",
131
+ "04",
132
+ "043",
133
+ "05",
134
+ "05/10/2023",
135
+ "05:42:00",
136
+ "05:43:00",
137
+ "05Apr23",
138
+ "05apr23",
139
+ "06",
140
+ "06/10/2023",
141
+ "062",
142
+ "06Feb23",
143
+ "06feb23",
144
+ "07/10/2023",
145
+ "07:10:06",
146
+ "084",
147
+ "08Mar23",
148
+ "08mar23",
149
+ "09",
150
+ "09:32:47",
151
+ "09:46:34",
152
+ "09:47:27",
153
+ "09:49:45",
154
+ "09:55:25",
155
+ "0_0",
156
+ "0_o",
157
+ "1",
158
+ "1.00",
159
+ "10",
160
+ "10,000.00",
161
+ "10.00",
162
+ "10/08/2023.Total",
163
+ "10/08/2023.total",
164
+ "10/10/2023",
165
+ "100",
166
+ "108",
167
+ "109",
168
+ "10:28:37",
169
+ "10:53:49",
170
+ "10a.m",
171
+ "10a.m.",
172
+ "10p.m",
173
+ "10p.m.",
174
+ "11",
175
+ "11/09/2023.Total",
176
+ "11/09/2023.total",
177
+ "11/10/2023.Total",
178
+ "11/10/2023.total",
179
+ "114.00",
180
+ "115",
181
+ "11:02:34",
182
+ "11:45:38",
183
+ "11:48:56",
184
+ "11a.m",
185
+ "11a.m.",
186
+ "11p.m",
187
+ "11p.m.",
188
+ "12",
189
+ "12/10/2023",
190
+ "12/10/2023.Total",
191
+ "12/10/2023.total",
192
+ "120.0",
193
+ "120.00",
194
+ "12:27:00",
195
+ "12:30:28",
196
+ "12:30:41",
197
+ "12:46:14",
198
+ "12Dec22",
199
+ "12a.m",
200
+ "12a.m.",
201
+ "12dec22",
202
+ "12p.m",
203
+ "12p.m.",
204
+ "13",
205
+ "13/10/2023.Total",
206
+ "13/10/2023.total",
207
+ "134",
208
+ "13:09:34",
209
+ "13:10:25",
210
+ "13:12:53",
211
+ "13:21:46",
212
+ "13:29:29",
213
+ "13:36:54",
214
+ "13:53:20",
215
+ "13:56:41",
216
+ "14",
217
+ "140.00",
218
+ "14:33:57",
219
+ "14:36:31",
220
+ "15,737.42",
221
+ "15,792.42",
222
+ "154",
223
+ "15:40:47",
224
+ "15:44:22",
225
+ "15:50:12",
226
+ "16",
227
+ "16,017.42",
228
+ "16,067.42.-",
229
+ "16,372.42.-",
230
+ "17,685.02",
231
+ "17,893.02",
232
+ "17,933.02",
233
+ "18",
234
+ "18,269.02",
235
+ "18,500.00",
236
+ "18,738.02.-",
237
+ "1800111109",
238
+ "181",
239
+ "18:03:43",
240
+ "18:53:32",
241
+ "19",
242
+ "19,170.02.-",
243
+ "19/10/2023.Total",
244
+ "19/10/2023.total",
245
+ "195",
246
+ "19:06:36",
247
+ "19:07:44",
248
+ "19:11:46",
249
+ "19:13:10",
250
+ "19:23:14",
251
+ "1a.m",
252
+ "1a.m.",
253
+ "1p.m",
254
+ "1p.m.",
255
+ "2",
256
+ "2.-",
257
+ "20,730.02.-",
258
+ "20.00",
259
+ "20/10/2023",
260
+ "20/10/2023.Total",
261
+ "20/10/2023.total",
262
+ "206",
263
+ "20:47:33",
264
+ "21",
265
+ "21,173.02.-",
266
+ "21,567.02.-",
267
+ "21/10/2023",
268
+ "21:00:42",
269
+ "21:27:56",
270
+ "21:46:11",
271
+ "21:50:16",
272
+ "21:51:12",
273
+ "21:54:45",
274
+ "21:59:35",
275
+ "22",
276
+ "22/09/2023.Total",
277
+ "22/09/2023.total",
278
+ "22:15:21",
279
+ "23",
280
+ "23,114.52.-",
281
+ "23,324.52.-",
282
+ "23,439.52",
283
+ "23,569.52.-",
284
+ "23,986.52",
285
+ "232",
286
+ "234654747259",
287
+ "235",
288
+ "24,806.00",
289
+ "254",
290
+ "259",
291
+ "26,098.10.-",
292
+ "26/09/2023.Total",
293
+ "26/09/2023.total",
294
+ "260",
295
+ "264",
296
+ "27",
297
+ "27/09/2023.Total",
298
+ "27/09/2023.total",
299
+ "277",
300
+ "28",
301
+ "2a.m",
302
+ "2a.m.",
303
+ "2p.m",
304
+ "2p.m.",
305
+ "3",
306
+ "30",
307
+ "300284144949",
308
+ "300299104108",
309
+ "301",
310
+ "303780740745",
311
+ "305",
312
+ "306736505626",
313
+ "309550190427",
314
+ "317",
315
+ "325",
316
+ "327079308844",
317
+ "327128967890",
318
+ "327375052427",
319
+ "327377656696",
320
+ "327379127404",
321
+ "327379260062",
322
+ "327547272819",
323
+ "327622666344",
324
+ "327717008264",
325
+ "327843524615",
326
+ "327851757235",
327
+ "327864391232",
328
+ "327870686506",
329
+ "327985669968",
330
+ "328206826043",
331
+ "328207324487",
332
+ "328455693260",
333
+ "328483755482",
334
+ "328517877485",
335
+ "328631903582",
336
+ "328632385503",
337
+ "328652851531",
338
+ "328771845698",
339
+ "328776006526",
340
+ "328781728003",
341
+ "328790277195",
342
+ "328935195115",
343
+ "328937427413",
344
+ "328939641795",
345
+ "328941904479",
346
+ "328944892642",
347
+ "328946357754",
348
+ "328946455361",
349
+ "328948936084",
350
+ "328964108645",
351
+ "328964932305",
352
+ "329102199806",
353
+ "329102202301",
354
+ "329125493881",
355
+ "329130548489",
356
+ "329133043771",
357
+ "329240180100",
358
+ "329247962439",
359
+ "329252026739",
360
+ "329260152206",
361
+ "329409990570",
362
+ "329539399004",
363
+ "33",
364
+ "333",
365
+ "344",
366
+ "346",
367
+ "361",
368
+ "379",
369
+ "3a.m",
370
+ "3a.m.",
371
+ "3p.m",
372
+ "3p.m.",
373
+ "4",
374
+ "4,000.00",
375
+ "40.00",
376
+ "404",
377
+ "413",
378
+ "42453.02-",
379
+ "427",
380
+ "430.00",
381
+ "439",
382
+ "479",
383
+ "482",
384
+ "485",
385
+ "487",
386
+ "489",
387
+ "4a.m",
388
+ "4a.m.",
389
+ "4p.m",
390
+ "4p.m.",
391
+ "5",
392
+ "50.00",
393
+ "503",
394
+ "506",
395
+ "526",
396
+ "531",
397
+ "533",
398
+ "544",
399
+ "547",
400
+ "549",
401
+ "55.00",
402
+ "570",
403
+ "582",
404
+ "5a.m",
405
+ "5a.m.",
406
+ "5p.m",
407
+ "5p.m.",
408
+ "6",
409
+ "6.-",
410
+ "615",
411
+ "626",
412
+ "642",
413
+ "645",
414
+ "654",
415
+ "658",
416
+ "679",
417
+ "687",
418
+ "696",
419
+ "698",
420
+ "6a.m",
421
+ "6a.m.",
422
+ "6p.m",
423
+ "6p.m.",
424
+ "7",
425
+ "715",
426
+ "739",
427
+ "745",
428
+ "750",
429
+ "754",
430
+ "771",
431
+ "786",
432
+ "789",
433
+ "795",
434
+ "7a.m",
435
+ "7a.m.",
436
+ "7p.m",
437
+ "7p.m.",
438
+ "8",
439
+ "8)",
440
+ "8-",
441
+ "8-)",
442
+ "8-D",
443
+ "8-d",
444
+ "80.00",
445
+ "806",
446
+ "819",
447
+ "844",
448
+ "85,389.46.-",
449
+ "85.00",
450
+ "850",
451
+ "881",
452
+ "890",
453
+ "8D",
454
+ "8a.m",
455
+ "8a.m.",
456
+ "8d",
457
+ "8p.m",
458
+ "8p.m.",
459
+ "9",
460
+ "90.00",
461
+ "932",
462
+ "949",
463
+ "95.00",
464
+ "965",
465
+ "968",
466
+ "979",
467
+ "987",
468
+ "9901771222.-Canara",
469
+ "9901771222.-canara",
470
+ "9a.m",
471
+ "9a.m.",
472
+ "9p.m",
473
+ "9p.m.",
474
+ ":",
475
+ ":'(",
476
+ ":')",
477
+ ":'-(",
478
+ ":'-)",
479
+ ":(",
480
+ ":((",
481
+ ":(((",
482
+ ":()",
483
+ ":)",
484
+ ":))",
485
+ ":)))",
486
+ ":*",
487
+ ":-(",
488
+ ":-((",
489
+ ":-(((",
490
+ ":-)",
491
+ ":-))",
492
+ ":-)))",
493
+ ":-*",
494
+ ":-/",
495
+ ":-0",
496
+ ":-3",
497
+ ":->",
498
+ ":-D",
499
+ ":-O",
500
+ ":-P",
501
+ ":-X",
502
+ ":-]",
503
+ ":-d",
504
+ ":-o",
505
+ ":-p",
506
+ ":-x",
507
+ ":-|",
508
+ ":-}",
509
+ ":/",
510
+ ":0",
511
+ ":00",
512
+ ":06",
513
+ ":1",
514
+ ":10",
515
+ ":11",
516
+ ":12",
517
+ ":14",
518
+ ":16",
519
+ ":20",
520
+ ":21",
521
+ ":22",
522
+ ":25",
523
+ ":27",
524
+ ":28",
525
+ ":29",
526
+ ":3",
527
+ ":31",
528
+ ":32",
529
+ ":33",
530
+ ":34",
531
+ ":35",
532
+ ":36",
533
+ ":37",
534
+ ":38",
535
+ ":41",
536
+ ":42",
537
+ ":43",
538
+ ":44",
539
+ ":45",
540
+ ":46",
541
+ ":47",
542
+ ":49",
543
+ ":53",
544
+ ":54",
545
+ ":56",
546
+ ":57",
547
+ ":>",
548
+ ":D",
549
+ ":O",
550
+ ":P",
551
+ ":X",
552
+ ":]",
553
+ ":d",
554
+ ":o",
555
+ ":o)",
556
+ ":p",
557
+ ":x",
558
+ ":x)",
559
+ ":|",
560
+ ":}",
561
+ ":\u2019(",
562
+ ":\u2019)",
563
+ ":\u2019-(",
564
+ ":\u2019-)",
565
+ ";",
566
+ ";)",
567
+ ";-)",
568
+ ";-D",
569
+ ";-X",
570
+ ";-d",
571
+ ";D",
572
+ ";X",
573
+ ";_;",
574
+ ";d",
575
+ "<",
576
+ "<.<",
577
+ "</3",
578
+ "</d",
579
+ "<3",
580
+ "<33",
581
+ "<333",
582
+ "<d",
583
+ "<dd",
584
+ "<ddd",
585
+ "<space>",
586
+ "<xxxx>",
587
+ "=",
588
+ "=(",
589
+ "=)",
590
+ "=/",
591
+ "=3",
592
+ "=D",
593
+ "=X",
594
+ "=[",
595
+ "=]",
596
+ "=d",
597
+ "=|",
598
+ ">",
599
+ ">.<",
600
+ ">.>",
601
+ ">:(",
602
+ ">:o",
603
+ ">:x",
604
+ "><(((*>",
605
+ "?",
606
+ "@",
607
+ "@_@",
608
+ "A",
609
+ "ABHISHEK",
610
+ "ADD",
611
+ "AHMED",
612
+ "AJA",
613
+ "AJITHKUMAR",
614
+ "AKRAM",
615
+ "ALA",
616
+ "AME",
617
+ "AMOUNT",
618
+ "ANK",
619
+ "ASLAM",
620
+ "ATE",
621
+ "AVAILABLE_BAL",
622
+ "AWA",
623
+ "AYUB",
624
+ "Adm",
625
+ "Adm.",
626
+ "Ai",
627
+ "Ak",
628
+ "Ak.",
629
+ "Ala",
630
+ "Ala.",
631
+ "Alabama",
632
+ "Alaska",
633
+ "Ambur",
634
+ "An",
635
+ "Apr",
636
+ "Apr.",
637
+ "April",
638
+ "Are",
639
+ "Ariz",
640
+ "Ariz.",
641
+ "Arizona",
642
+ "Ark",
643
+ "Ark.",
644
+ "Arkansas",
645
+ "Aug",
646
+ "Aug.",
647
+ "August",
648
+ "Avail",
649
+ "Avail.bal",
650
+ "B",
651
+ "BAL",
652
+ "BALAN",
653
+ "BANK",
654
+ "BAWA",
655
+ "BAYAM",
656
+ "BHARATHI",
657
+ "BHASKAR",
658
+ "BHAVESH",
659
+ "BLOCKUPI",
660
+ "Bal",
661
+ "Ban",
662
+ "Bangalore",
663
+ "Bank",
664
+ "Bros",
665
+ "Bros.",
666
+ "C",
667
+ "C'm",
668
+ "C++",
669
+ "C.",
670
+ "CHINNALA",
671
+ "CREDITED",
672
+ "Ca",
673
+ "Calif",
674
+ "Calif.",
675
+ "California",
676
+ "Can",
677
+ "Canara",
678
+ "Cause",
679
+ "Co",
680
+ "Co.",
681
+ "Coco",
682
+ "Colo",
683
+ "Colo.",
684
+ "Colorado",
685
+ "Conn",
686
+ "Conn.",
687
+ "Connecticut",
688
+ "Corp",
689
+ "Corp.",
690
+ "Cos",
691
+ "Could",
692
+ "Coz",
693
+ "Cuz",
694
+ "C\u2019m",
695
+ "D",
696
+ "D.",
697
+ "D.C.",
698
+ "DEBITED",
699
+ "DEV",
700
+ "DIA",
701
+ "Dare",
702
+ "Dear",
703
+ "Dec",
704
+ "Dec.",
705
+ "December",
706
+ "Del",
707
+ "Del.",
708
+ "Delaware",
709
+ "Did",
710
+ "Do",
711
+ "Does",
712
+ "Doin",
713
+ "Doin'",
714
+ "Doin\u2019",
715
+ "Dr",
716
+ "Dr.",
717
+ "Dum",
718
+ "E",
719
+ "E.G.",
720
+ "E.g",
721
+ "E.g.",
722
+ "ECH",
723
+ "EEM",
724
+ "EET",
725
+ "EFT",
726
+ "ENGG",
727
+ "ESH",
728
+ "ESS",
729
+ "Enterprises",
730
+ "F",
731
+ "F.",
732
+ "FARHAN",
733
+ "FATHIMA",
734
+ "FSC",
735
+ "Feb",
736
+ "Feb.",
737
+ "February",
738
+ "Fla",
739
+ "Fla.",
740
+ "Florida",
741
+ "G",
742
+ "GA",
743
+ "GAR",
744
+ "Ga",
745
+ "Ga.",
746
+ "Gen",
747
+ "Gen.",
748
+ "Georgia",
749
+ "Goin",
750
+ "Goin'",
751
+ "Goin\u2019",
752
+ "Gon",
753
+ "Got",
754
+ "Gov",
755
+ "Gov.",
756
+ "H",
757
+ "HAN",
758
+ "HEK",
759
+ "HET",
760
+ "HIREMAT",
761
+ "HNU",
762
+ "HPA",
763
+ "HYA",
764
+ "Had",
765
+ "Has",
766
+ "Have",
767
+ "Havin",
768
+ "Havin'",
769
+ "Havin\u2019",
770
+ "He",
771
+ "He's",
772
+ "He\u2019s",
773
+ "How",
774
+ "How's",
775
+ "How\u2019s",
776
+ "I",
777
+ "I.E.",
778
+ "I.e",
779
+ "I.e.",
780
+ "IFSC",
781
+ "IMA",
782
+ "IME",
783
+ "INDIA",
784
+ "INI",
785
+ "INR",
786
+ "Ia",
787
+ "Ia.",
788
+ "Id",
789
+ "Id.",
790
+ "Idaho",
791
+ "If",
792
+ "Ill",
793
+ "Ill.",
794
+ "Illinois",
795
+ "Inc",
796
+ "Inc.",
797
+ "Ind",
798
+ "Ind.",
799
+ "Indian",
800
+ "Indiana",
801
+ "Iowa",
802
+ "Is",
803
+ "It",
804
+ "It's",
805
+ "It\u2019s",
806
+ "J",
807
+ "JEET",
808
+ "JISHNU",
809
+ "Jan",
810
+ "Jan.",
811
+ "January",
812
+ "Jr",
813
+ "Jr.",
814
+ "Jul",
815
+ "Jul.",
816
+ "July",
817
+ "Jun",
818
+ "Jun.",
819
+ "June",
820
+ "K",
821
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1573
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1578
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1580
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1600
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1747
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1749
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1773
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1829
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1831
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1984
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1986
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1987
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1988
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1989
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1990
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1991
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1992
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1993
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1994
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1995
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1996
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1997
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1998
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1999
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2000
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2001
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2002
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2003
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2004
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2005
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2006
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2007
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2008
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2009
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2010
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2011
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2012
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2013
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2014
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2015
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2016
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2017
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2018
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2019
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2020
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2021
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2022
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2023
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2024
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2025
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2026
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2027
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2028
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2029
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2030
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2031
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2032
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2033
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2034
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2035
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2036
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2037
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2038
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2039
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2040
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2041
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2042
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2043
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2044
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2045
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2046
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2047
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2048
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2049
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2050
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2051
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2052
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2053
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2054
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2055
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2056
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2057
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2058
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2059
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2060
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2061
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2062
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2063
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2064
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2065
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2066
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2067
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2068
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2069
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2070
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2071
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2072
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2073
+ "\u00af\\(x)/\u00af",
2074
+ "\u00af\\(\u30c4)/\u00af",
2075
+ "\u00b0",
2076
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2077
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2078
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2079
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2080
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2081
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2082
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2083
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2084
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2085
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2086
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2087
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2088
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2089
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2090
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2091
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2092
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2093
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2094
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2095
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2096
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2097
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2098
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2099
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2100
+ "\u2019-(",
2101
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2102
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2103
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2104
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2105
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2106
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2107
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2108
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2109
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2110
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2111
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2112
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2113
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2114
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2115
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2116
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2117
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2118
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2119
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2120
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2121
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2122
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2123
+ "\u2019ve",
2124
+ "\u2019x",
2125
+ "\u2019xx",
2126
+ "\u2019xxx",
2127
+ "\u2019xxxx",
2128
+ "\u2019y",
2129
+ "\u2019\u2019",
2130
+ "\u2501",
2131
+ "\u253b",
2132
+ "\u253b\u2501\u253b",
2133
+ "\u256f",
2134
+ "\u25a1",
2135
+ "\ufe35",
2136
+ "\uff09"
2137
+ ]
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vocab/vectors.cfg ADDED
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