MatSciBERT_BIOMAT_NER3 / config.json
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{
"_name_or_path": "microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext",
"architectures": [
"BertForTokenClassification"
],
"attention_probs_dropout_prob": 0.1,
"classifier_dropout": null,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "B-Ceramics_Glasses",
"1": "B-Composites_Layers_Coverings",
"2": "B-Copolymers_Blends",
"3": "B-Metals_Alloys",
"4": "B-Natural_Polymer",
"5": "B-Synthetic_Polymer",
"6": "B-Trade_Name_Biomat",
"7": "B-chemical_Material",
"8": "I-Ceramics_Glasses",
"9": "I-Composites_Layers_Coverings",
"10": "I-Copolymers_Blends",
"11": "I-Metals_Alloys",
"12": "I-Natural_Polymer",
"13": "I-Synthetic_Polymer",
"14": "I-Trade_Name_Biomat",
"15": "I-chemical_Material",
"16": "O"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"B-Ceramics_Glasses": 0,
"B-Composites_Layers_Coverings": 1,
"B-Copolymers_Blends": 2,
"B-Metals_Alloys": 3,
"B-Natural_Polymer": 4,
"B-Synthetic_Polymer": 5,
"B-Trade_Name_Biomat": 6,
"B-chemical_Material": 7,
"I-Ceramics_Glasses": 8,
"I-Composites_Layers_Coverings": 9,
"I-Copolymers_Blends": 10,
"I-Metals_Alloys": 11,
"I-Natural_Polymer": 12,
"I-Synthetic_Polymer": 13,
"I-Trade_Name_Biomat": 14,
"I-chemical_Material": 15,
"O": 16
},
"layer_norm_eps": 1e-12,
"max_position_embeddings": 512,
"model_type": "bert",
"num_attention_heads": 12,
"num_hidden_layers": 12,
"pad_token_id": 0,
"position_embedding_type": "absolute",
"torch_dtype": "float32",
"transformers_version": "4.42.4",
"type_vocab_size": 2,
"use_cache": true,
"vocab_size": 30522
}