| { | |
| "_name_or_path": "./storage/trained_models/microsoft-deberta-v3-large_ner_conll2003-inca-la_fe-v2/config_files/", | |
| "architectures": [ | |
| "DebertaV2ForTokenClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 1024, | |
| "id2label": { | |
| "0": "O", | |
| "1": "B-alias", | |
| "2": "I-alias", | |
| "3": "B-entry_date", | |
| "4": "I-entry_date", | |
| "5": "B-determination_date", | |
| "6": "I-determination_date", | |
| "7": "B-estrogen_ihc", | |
| "8": "I-estrogen_ihc", | |
| "9": "B-estrogen_ihc_clone", | |
| "10": "I-estrogen_ihc_clone", | |
| "11": "B-estrogen_ihc_result", | |
| "12": "I-estrogen_ihc_result", | |
| "13": "B-progesterone_ihc", | |
| "14": "I-progesterone_ihc", | |
| "15": "B-progesterone_ihc_result", | |
| "16": "I-progesterone_ihc_result", | |
| "17": "B-progesterone_ihc_clone", | |
| "18": "I-progesterone_ihc_clone", | |
| "19": "B-ki67_expression", | |
| "20": "I-ki67_expression", | |
| "21": "B-her2_interpretation_guide", | |
| "22": "I-her2_interpretation_guide", | |
| "23": "B-her2_ihc_result", | |
| "24": "I-her2_ihc_result", | |
| "25": "B-her2_final_result", | |
| "26": "I-her2_final_result", | |
| "27": "B-result_ish_her2", | |
| "28": "I-result_ish_her2", | |
| "29": "B-her2_in_situ_hydration_kit", | |
| "30": "I-her2_in_situ_hydration_kit", | |
| "31": "B-sample_date", | |
| "32": "I-sample_date", | |
| "33": "B-her2_ihc_clone", | |
| "34": "I-her2_ihc_clone", | |
| "35": "B-sample_type", | |
| "36": "I-sample_type", | |
| "37": "B-her2_staining", | |
| "38": "I-her2_staining", | |
| "39": "B-metastatic", | |
| "40": "I-metastatic", | |
| "41": "B-infiltrating_cells_pd_l1_positive", | |
| "42": "I-infiltrating_cells_pd_l1_positive", | |
| "43": "B-pd_l1_result", | |
| "44": "I-pd_l1_result", | |
| "45": "B-pd_l1_clone", | |
| "46": "I-pd_l1_clone", | |
| "47": "B-origin", | |
| "48": "I-origin", | |
| "49": "B-her2cen17_ratio", | |
| "50": "I-her2cen17_ratio", | |
| "51": "B-her2_copiescell", | |
| "52": "I-her2_copiescell", | |
| "53": "B-cen17_copiescell", | |
| "54": "I-cen17_copiescell", | |
| "55": "B-androgen_ihc", | |
| "56": "I-androgen_ihc", | |
| "57": "B-androgen_ihc_result", | |
| "58": "I-androgen_ihc_result", | |
| "59": "B-androgen_ihc_clone", | |
| "60": "I-androgen_ihc_clone", | |
| "61": "B-e_cadherina", | |
| "62": "I-e_cadherina", | |
| "63": "B-metastatic_tissue", | |
| "64": "I-metastatic_tissue", | |
| "65": "B-gata3", | |
| "66": "I-gata3", | |
| "67": "B-note", | |
| "68": "I-note", | |
| "69": "B-subtype_breast", | |
| "70": "I-subtype_breast", | |
| "71": "B-pd_l1_cps_result", | |
| "72": "I-pd_l1_cps_result", | |
| "73": "B-pd_l1_cps", | |
| "74": "I-pd_l1_cps", | |
| "75": "B-ck19", | |
| "76": "I-ck19", | |
| "77": "B-histological_type", | |
| "78": "I-histological_type", | |
| "79": "B-dcis", | |
| "80": "I-dcis", | |
| "81": "B-tils", | |
| "82": "I-tils", | |
| "83": "B-ntrk", | |
| "84": "I-ntrk", | |
| "85": "B-pd_l1_staining_tumoral_cells", | |
| "86": "I-pd_l1_staining_tumoral_cells", | |
| "87": "B-pd_l1_staining_stromal_cells", | |
| "88": "I-pd_l1_staining_stromal_cells", | |
| "89": "B-muestra_1", | |
| "90": "I-muestra_1", | |
| "91": "B-snomed", | |
| "92": "I-snomed", | |
| "93": "B-ki67_ihc_clone", | |
| "94": "I-ki67_ihc_clone", | |
| "95": "B-egfr_ihc_result", | |
| "96": "I-egfr_ihc_result", | |
| "97": "B-egfr_ihc_clone", | |
| "98": "I-egfr_ihc_clone", | |
| "99": "B-tumoral_cell", | |
| "100": "I-tumoral_cell", | |
| "101": "B-size", | |
| "102": "I-size", | |
| "103": "B-observation", | |
| "104": "I-observation", | |
| "105": "B-diagnostic", | |
| "106": "I-diagnostic", | |
| "107": "B-ngs_biomarker", | |
| "108": "I-ngs_biomarker", | |
| "109": "B-ngs_kit", | |
| "110": "I-ngs_kit", | |
| "111": "B-ngs_dna_alteration", | |
| "112": "I-ngs_dna_alteration", | |
| "113": "B-ngs_position_alteration", | |
| "114": "I-ngs_position_alteration", | |
| "115": "B-clinical_context", | |
| "116": "I-clinical_context", | |
| "117": "B-primary_tumor_site", | |
| "118": "I-primary_tumor_site", | |
| "119": "B-patient_number", | |
| "120": "I-patient_number", | |
| "121": "B-laterality", | |
| "122": "I-laterality", | |
| "123": "B-oms_classification", | |
| "124": "I-oms_classification", | |
| "125": "B-elston_ellis_grading", | |
| "126": "I-elston_ellis_grading", | |
| "127": "B-tnm_stage", | |
| "128": "I-tnm_stage", | |
| "129": "B-pd_l1_low", | |
| "130": "I-pd_l1_low", | |
| "131": "B-histological_grade", | |
| "132": "I-histological_grade", | |
| "133": "B-er_low", | |
| "134": "I-er_low", | |
| "135": "B-egfr_ihc_alteration", | |
| "136": "I-egfr_ihc_alteration", | |
| "137": "B-her2_low", | |
| "138": "I-her2_low", | |
| "139": "B-lymphnode_metastatic", | |
| "140": "I-lymphnode_metastatic", | |
| "141": "B-validation_date", | |
| "142": "I-validation_date" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 4096, | |
| "label2id": { | |
| "B-alias": 1, | |
| "B-androgen_ihc": 55, | |
| "B-androgen_ihc_clone": 59, | |
| "B-androgen_ihc_result": 57, | |
| "B-cen17_copiescell": 53, | |
| "B-ck19": 75, | |
| "B-clinical_context": 115, | |
| "B-dcis": 79, | |
| "B-determination_date": 5, | |
| "B-diagnostic": 105, | |
| "B-e_cadherina": 61, | |
| "B-egfr_ihc_alteration": 135, | |
| "B-egfr_ihc_clone": 97, | |
| "B-egfr_ihc_result": 95, | |
| "B-elston_ellis_grading": 125, | |
| "B-entry_date": 3, | |
| "B-er_low": 133, | |
| "B-estrogen_ihc": 7, | |
| "B-estrogen_ihc_clone": 9, | |
| "B-estrogen_ihc_result": 11, | |
| "B-gata3": 65, | |
| "B-her2_copiescell": 51, | |
| "B-her2_final_result": 25, | |
| "B-her2_ihc_clone": 33, | |
| "B-her2_ihc_result": 23, | |
| "B-her2_in_situ_hydration_kit": 29, | |
| "B-her2_interpretation_guide": 21, | |
| "B-her2_low": 137, | |
| "B-her2_staining": 37, | |
| "B-her2cen17_ratio": 49, | |
| "B-histological_grade": 131, | |
| "B-histological_type": 77, | |
| "B-infiltrating_cells_pd_l1_positive": 41, | |
| "B-ki67_expression": 19, | |
| "B-ki67_ihc_clone": 93, | |
| "B-laterality": 121, | |
| "B-lymphnode_metastatic": 139, | |
| "B-metastatic": 39, | |
| "B-metastatic_tissue": 63, | |
| "B-muestra_1": 89, | |
| "B-ngs_biomarker": 107, | |
| "B-ngs_dna_alteration": 111, | |
| "B-ngs_kit": 109, | |
| "B-ngs_position_alteration": 113, | |
| "B-note": 67, | |
| "B-ntrk": 83, | |
| "B-observation": 103, | |
| "B-oms_classification": 123, | |
| "B-origin": 47, | |
| "B-patient_number": 119, | |
| "B-pd_l1_clone": 45, | |
| "B-pd_l1_cps": 73, | |
| "B-pd_l1_cps_result": 71, | |
| "B-pd_l1_low": 129, | |
| "B-pd_l1_result": 43, | |
| "B-pd_l1_staining_stromal_cells": 87, | |
| "B-pd_l1_staining_tumoral_cells": 85, | |
| "B-primary_tumor_site": 117, | |
| "B-progesterone_ihc": 13, | |
| "B-progesterone_ihc_clone": 17, | |
| "B-progesterone_ihc_result": 15, | |
| "B-result_ish_her2": 27, | |
| "B-sample_date": 31, | |
| "B-sample_type": 35, | |
| "B-size": 101, | |
| "B-snomed": 91, | |
| "B-subtype_breast": 69, | |
| "B-tils": 81, | |
| "B-tnm_stage": 127, | |
| "B-tumoral_cell": 99, | |
| "B-validation_date": 141, | |
| "I-alias": 2, | |
| "I-androgen_ihc": 56, | |
| "I-androgen_ihc_clone": 60, | |
| "I-androgen_ihc_result": 58, | |
| "I-cen17_copiescell": 54, | |
| "I-ck19": 76, | |
| "I-clinical_context": 116, | |
| "I-dcis": 80, | |
| "I-determination_date": 6, | |
| "I-diagnostic": 106, | |
| "I-e_cadherina": 62, | |
| "I-egfr_ihc_alteration": 136, | |
| "I-egfr_ihc_clone": 98, | |
| "I-egfr_ihc_result": 96, | |
| "I-elston_ellis_grading": 126, | |
| "I-entry_date": 4, | |
| "I-er_low": 134, | |
| "I-estrogen_ihc": 8, | |
| "I-estrogen_ihc_clone": 10, | |
| "I-estrogen_ihc_result": 12, | |
| "I-gata3": 66, | |
| "I-her2_copiescell": 52, | |
| "I-her2_final_result": 26, | |
| "I-her2_ihc_clone": 34, | |
| "I-her2_ihc_result": 24, | |
| "I-her2_in_situ_hydration_kit": 30, | |
| "I-her2_interpretation_guide": 22, | |
| "I-her2_low": 138, | |
| "I-her2_staining": 38, | |
| "I-her2cen17_ratio": 50, | |
| "I-histological_grade": 132, | |
| "I-histological_type": 78, | |
| "I-infiltrating_cells_pd_l1_positive": 42, | |
| "I-ki67_expression": 20, | |
| "I-ki67_ihc_clone": 94, | |
| "I-laterality": 122, | |
| "I-lymphnode_metastatic": 140, | |
| "I-metastatic": 40, | |
| "I-metastatic_tissue": 64, | |
| "I-muestra_1": 90, | |
| "I-ngs_biomarker": 108, | |
| "I-ngs_dna_alteration": 112, | |
| "I-ngs_kit": 110, | |
| "I-ngs_position_alteration": 114, | |
| "I-note": 68, | |
| "I-ntrk": 84, | |
| "I-observation": 104, | |
| "I-oms_classification": 124, | |
| "I-origin": 48, | |
| "I-patient_number": 120, | |
| "I-pd_l1_clone": 46, | |
| "I-pd_l1_cps": 74, | |
| "I-pd_l1_cps_result": 72, | |
| "I-pd_l1_low": 130, | |
| "I-pd_l1_result": 44, | |
| "I-pd_l1_staining_stromal_cells": 88, | |
| "I-pd_l1_staining_tumoral_cells": 86, | |
| "I-primary_tumor_site": 118, | |
| "I-progesterone_ihc": 14, | |
| "I-progesterone_ihc_clone": 18, | |
| "I-progesterone_ihc_result": 16, | |
| "I-result_ish_her2": 28, | |
| "I-sample_date": 32, | |
| "I-sample_type": 36, | |
| "I-size": 102, | |
| "I-snomed": 92, | |
| "I-subtype_breast": 70, | |
| "I-tils": 82, | |
| "I-tnm_stage": 128, | |
| "I-tumoral_cell": 100, | |
| "I-validation_date": 142, | |
| "O": 0 | |
| }, | |
| "layer_norm_eps": 1e-07, | |
| "max_position_embeddings": 512, | |
| "max_relative_positions": -1, | |
| "model_type": "deberta-v2", | |
| "norm_rel_ebd": "layer_norm", | |
| "num_attention_heads": 16, | |
| "num_hidden_layers": 24, | |
| "pad_token_id": 0, | |
| "pooler_dropout": 0, | |
| "pooler_hidden_act": "gelu", | |
| "pooler_hidden_size": 1024, | |
| "pos_att_type": [ | |
| "p2c", | |
| "c2p" | |
| ], | |
| "position_biased_input": false, | |
| "position_buckets": 256, | |
| "relative_attention": true, | |
| "share_att_key": true, | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.30.2", | |
| "type_vocab_size": 0, | |
| "vocab_size": 128100 | |
| } | |