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raihan-js
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clarioscope-insurance-v1

Token Classification
Transformers
Safetensors
English
roberta
ner
insurance
billing
healthcare
clarioscope
Eval Results (legacy)
Model card Files
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 Community
raihan-js commited on
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1 Parent(s): 80fe1e8

Training in progress, epoch 1

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Files changed (5) hide show
  1. config.json +82 -0
  2. model.safetensors +3 -0
  3. tokenizer.json +0 -0
  4. tokenizer_config.json +17 -0
  5. training_args.bin +3 -0
config.json ADDED
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+ {
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+ "add_cross_attention": false,
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+ "architectures": [
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+ "RobertaForTokenClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "bos_token_id": 0,
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+ "classifier_dropout": null,
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+ "dtype": "float32",
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+ "eos_token_id": 2,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "O",
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+ "1": "B-CARRIER",
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+ "2": "B-PLAN_TYPE",
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+ "3": "B-MEMBER_ID",
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+ "4": "B-GROUP_NUMBER",
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+ "5": "B-POLICY_NUMBER",
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+ "6": "B-SUBSCRIBER_NAME",
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+ "7": "B-RELATIONSHIP",
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+ "8": "B-CLAIM_ID",
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+ "9": "B-AUTH_NUMBER",
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+ "10": "B-COPAY",
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+ "11": "B-DEDUCTIBLE",
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+ "12": "B-BILLED_AMOUNT",
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+ "13": "I-CARRIER",
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+ "14": "I-PLAN_TYPE",
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+ "15": "I-MEMBER_ID",
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+ "16": "I-GROUP_NUMBER",
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+ "17": "I-POLICY_NUMBER",
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+ "18": "I-SUBSCRIBER_NAME",
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+ "19": "I-RELATIONSHIP",
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+ "20": "I-CLAIM_ID",
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+ "21": "I-AUTH_NUMBER",
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+ "22": "I-COPAY",
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+ "23": "I-DEDUCTIBLE",
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+ "24": "I-BILLED_AMOUNT"
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+ },
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "is_decoder": false,
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+ "label2id": {
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+ "B-AUTH_NUMBER": 9,
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+ "B-BILLED_AMOUNT": 12,
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+ "B-CARRIER": 1,
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+ "B-CLAIM_ID": 8,
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+ "B-COPAY": 10,
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+ "B-DEDUCTIBLE": 11,
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+ "B-GROUP_NUMBER": 4,
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+ "B-MEMBER_ID": 3,
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+ "B-PLAN_TYPE": 2,
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+ "B-POLICY_NUMBER": 5,
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+ "B-RELATIONSHIP": 7,
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+ "B-SUBSCRIBER_NAME": 6,
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+ "I-AUTH_NUMBER": 21,
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+ "I-BILLED_AMOUNT": 24,
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+ "I-CARRIER": 13,
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+ "I-CLAIM_ID": 20,
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+ "I-COPAY": 22,
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+ "I-DEDUCTIBLE": 23,
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+ "I-GROUP_NUMBER": 16,
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+ "I-MEMBER_ID": 15,
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+ "I-PLAN_TYPE": 14,
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+ "I-POLICY_NUMBER": 17,
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+ "I-RELATIONSHIP": 19,
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+ "I-SUBSCRIBER_NAME": 18,
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+ "O": 0
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+ },
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+ "layer_norm_eps": 1e-05,
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+ "max_position_embeddings": 514,
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+ "model_type": "roberta",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 12,
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+ "pad_token_id": 1,
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+ "tie_word_embeddings": true,
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+ "transformers_version": "5.8.0",
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+ "type_vocab_size": 1,
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+ "use_cache": false,
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+ "vocab_size": 50265
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+ }
model.safetensors ADDED
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tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tokenizer_config.json ADDED
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+ {
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+ "add_prefix_space": false,
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+ "backend": "tokenizers",
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+ "bos_token": "<s>",
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+ "cls_token": "<s>",
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+ "eos_token": "</s>",
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+ "errors": "replace",
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+ "is_local": false,
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+ "local_files_only": false,
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+ "mask_token": "<mask>",
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+ "model_max_length": 512,
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+ "pad_token": "<pad>",
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+ "sep_token": "</s>",
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+ "tokenizer_class": "RobertaTokenizer",
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+ "trim_offsets": true,
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+ "unk_token": "<unk>"
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+ }
training_args.bin ADDED
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