tinybert-ner / config.json
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{
"add_cross_attention": false,
"architectures": [
"BertForTokenClassification"
],
"attention_probs_dropout_prob": 0.1,
"bos_token_id": null,
"cell": {},
"classifier_dropout": null,
"dtype": "float32",
"emb_size": 312,
"eos_token_id": null,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 312,
"id2label": {
"0": "O",
"1": "B-CARDINAL",
"2": "B-DATE",
"3": "I-DATE",
"4": "B-PERSON",
"5": "I-PERSON",
"6": "B-NORP",
"7": "B-PLACE",
"8": "I-PLACE",
"9": "B-LAW",
"10": "I-LAW",
"11": "B-ORG",
"12": "I-ORG",
"13": "B-PERCENT",
"14": "I-PERCENT",
"15": "B-ORDINAL",
"16": "B-MONEY",
"17": "I-MONEY",
"18": "B-WORK_OF_ART",
"19": "I-WORK_OF_ART",
"20": "B-TIME",
"21": "I-CARDINAL",
"22": "B-QUANTITY",
"23": "I-QUANTITY",
"24": "I-NORP",
"25": "B-PRODUCT",
"26": "I-TIME",
"27": "B-EVENT",
"28": "I-EVENT",
"29": "B-LANGUAGE",
"30": "I-PRODUCT",
"31": "I-ORDINAL",
"32": "I-LANGUAGE"
},
"initializer_range": 0.02,
"intermediate_size": 1200,
"is_decoder": false,
"label2id": {
"B-CARDINAL": 1,
"B-DATE": 2,
"B-EVENT": 27,
"B-LANGUAGE": 29,
"B-LAW": 9,
"B-MONEY": 16,
"B-NORP": 6,
"B-ORDINAL": 15,
"B-ORG": 11,
"B-PERCENT": 13,
"B-PERSON": 4,
"B-PLACE": 7,
"B-PRODUCT": 25,
"B-QUANTITY": 22,
"B-TIME": 20,
"B-WORK_OF_ART": 18,
"I-CARDINAL": 21,
"I-DATE": 3,
"I-EVENT": 28,
"I-LANGUAGE": 32,
"I-LAW": 10,
"I-MONEY": 17,
"I-NORP": 24,
"I-ORDINAL": 31,
"I-ORG": 12,
"I-PERCENT": 14,
"I-PERSON": 5,
"I-PLACE": 8,
"I-PRODUCT": 30,
"I-QUANTITY": 23,
"I-TIME": 26,
"I-WORK_OF_ART": 19,
"O": 0
},
"layer_norm_eps": 1e-12,
"max_position_embeddings": 512,
"model_type": "bert",
"num_attention_heads": 12,
"num_hidden_layers": 4,
"pad_token_id": 0,
"pre_trained": "",
"structure": [],
"tie_word_embeddings": true,
"transformers_version": "5.9.0",
"type_vocab_size": 2,
"use_cache": false,
"vocab_size": 30522
}