Token Classification
Transformers
Safetensors
English
bert
ner
named-entity-recognition
text-classification
sequence-labeling
transformer
nlp
pretrained-model
dataset-finetuning
deep-learning
huggingface
conll2025
real-time-inference
efficient-nlp
high-accuracy
gpu-optimized
chatbot
information-extraction
search-enhancement
knowledge-graph
legal-nlp
medical-nlp
financial-nlp
Upload 6 files
Browse files- config.json +1 -0
- model.safetensors +3 -0
- special_tokens_map.json +37 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- vocab.txt +0 -0
config.json
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{"architectures": ["BertForTokenClassification"], "attention_probs_dropout_prob": 0.1, "classifier_dropout": null, "hidden_act": "gelu", "hidden_dropout_prob": 0.1, "hidden_size": 256, "id2label": {"0": "B-CARDINAL", "1": "B-DATE", "2": "B-EVENT", "3": "B-FAC", "4": "B-GPE", "5": "B-LANGUAGE", "6": "B-LAW", "7": "B-LOC", "8": "B-MONEY", "9": "B-NORP", "10": "B-ORDINAL", "11": "B-ORG", "12": "B-PERCENT", "13": "B-PERSON", "14": "B-PRODUCT", "15": "B-QUANTITY", "16": "B-TIME", "17": "B-WORK_OF_ART", "18": "I-CARDINAL", "19": "I-DATE", "20": "I-EVENT", "21": "I-FAC", "22": "I-GPE", "23": "I-LANGUAGE", "24": "I-LAW", "25": "I-LOC", "26": "I-MONEY", "27": "I-NORP", "28": "I-ORDINAL", "29": "I-ORG", "30": "I-PERCENT", "31": "I-PERSON", "32": "I-PRODUCT", "33": "I-QUANTITY", "34": "I-TIME", "35": "I-WORK_OF_ART", "36": "O"}, "initializer_range": 0.02, "intermediate_size": 1024, "label2id": {"B-CARDINAL": "0", "B-DATE": "1", "B-EVENT": "2", "B-FAC": "3", "B-GPE": "4", "B-LANGUAGE": "5", "B-LAW": "6", "B-LOC": "7", "B-MONEY": "8", "B-NORP": "9", "B-ORDINAL": "10", "B-ORG": "11", "B-PERCENT": "12", "B-PERSON": "13", "B-PRODUCT": "14", "B-QUANTITY": "15", "B-TIME": "16", "B-WORK_OF_ART": "17", "I-CARDINAL": "18", "I-DATE": "19", "I-EVENT": "20", "I-FAC": "21", "I-GPE": "22", "I-LANGUAGE": "23", "I-LAW": "24", "I-LOC": "25", "I-MONEY": "26", "I-NORP": "27", "I-ORDINAL": "28", "I-ORG": "29", "I-PERCENT": "30", "I-PERSON": "31", "I-PRODUCT": "32", "I-QUANTITY": "33", "I-TIME": "34", "I-WORK_OF_ART": "35", "O": "36"}, "layer_norm_eps": 1e-12, "max_position_embeddings": 512, "model_type": "bert", "num_attention_heads": 4, "num_hidden_layers": 2, "pad_token_id": 0, "position_embedding_type": "absolute", "torch_dtype": "float32", "transformers_version": "4.52.2", "type_vocab_size": 2, "use_cache": true, "vocab_size": 30522}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:47d98fff2eb6555e3f6cdc652d7f71fc514482bdfe2e455deaa001590ad23e82
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size 38143452
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special_tokens_map.json
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{
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"cls_token": {
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"content": "[CLS]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"mask_token": {
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"content": "[MASK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "[PAD]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"sep_token": {
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"content": "[SEP]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"unk_token": {
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"content": "[UNK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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}
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tokenizer.json
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tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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"content": "[PAD]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"100": {
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"content": "[UNK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"101": {
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"content": "[CLS]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"102": {
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"content": "[SEP]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"103": {
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"content": "[MASK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"clean_up_tokenization_spaces": true,
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"cls_token": "[CLS]",
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"do_basic_tokenize": true,
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"do_lower_case": true,
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"extra_special_tokens": {},
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"mask_token": "[MASK]",
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"model_max_length": 1000000000000000019884624838656,
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"never_split": null,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"strip_accents": null,
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"tokenize_chinese_chars": true,
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"tokenizer_class": "BertTokenizer",
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"unk_token": "[UNK]"
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}
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vocab.txt
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