MultiClinNER-MIXED / config.json
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{
"_name_or_path": "FacebookAI/xlm-roberta-large",
"architectures": [
"RobertaMultiHeadCRFModel"
],
"attention_probs_dropout_prob": 0.1,
"aug_prob": 0.2,
"augmentation": "random",
"bos_token_id": 0,
"classes": [
"SYMPTOM",
"PROCEDURE",
"DISEASE"
],
"context_size": 64,
"crf_reduction": "mean",
"eos_token_id": 2,
"freeze": false,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 1024,
"id2label": {
"0": "O",
"1": "B",
"2": "I"
},
"initializer_range": 0.02,
"intermediate_size": 4096,
"label2id": {
"B": 1,
"I": 2,
"O": 0
},
"layer_norm_eps": 1e-05,
"max_position_embeddings": 514,
"model_type": "crf-tagger",
"num_attention_heads": 16,
"num_hidden_layers": 24,
"number_of_layer_per_head": 3,
"output_past": true,
"pad_token_id": 1,
"percentage_tags": 0.25,
"position_embedding_type": "absolute",
"torch_dtype": "float32",
"transformers_version": "4.40.2",
"type_vocab_size": 1,
"use_cache": true,
"version": "0.1.3",
"vocab_size": 250002
}