Yanis
/

deberta-v3-large_conll2003_breast_v1

+{
+  "_name_or_path": "Yanis/microsoft-deberta-v3-large_ner_conll2003-breast-without-castellon",
+  "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_clone",
+    "72": "I-pd_l1_cps_clone",
+    "73": "B-pd_l1_cps_result",
+    "74": "I-pd_l1_cps_result",
+    "75": "B-pd_l1_cps",
+    "76": "I-pd_l1_cps",
+    "77": "B-ck19",
+    "78": "I-ck19",
+    "79": "B-histological_type",
+    "80": "I-histological_type",
+    "81": "B-dcis",
+    "82": "I-dcis",
+    "83": "B-tils",
+    "84": "I-tils",
+    "85": "B-ntrk",
+    "86": "I-ntrk",
+    "87": "B-pd_l1_staining_tumoral_cells",
+    "88": "I-pd_l1_staining_tumoral_cells",
+    "89": "B-pd_l1_staining_stromal_cells",
+    "90": "I-pd_l1_staining_stromal_cells",
+    "91": "B-muestra_1",
+    "92": "I-muestra_1",
+    "93": "B-snomed",
+    "94": "I-snomed",
+    "95": "B-ki67_ihc_clone",
+    "96": "I-ki67_ihc_clone",
+    "97": "B-egfr_ihc_result",
+    "98": "I-egfr_ihc_result",
+    "99": "B-egfr_ihc_clone",
+    "100": "I-egfr_ihc_clone",
+    "101": "B-tumoral_cell",
+    "102": "I-tumoral_cell",
+    "103": "B-size",
+    "104": "I-size",
+    "105": "B-observation",
+    "106": "I-observation",
+    "107": "B-diagnostic",
+    "108": "I-diagnostic",
+    "109": "B-qpcr_biomarker",
+    "110": "I-qpcr_biomarker",
+    "111": "B-qpcr_method",
+    "112": "I-qpcr_method",
+    "113": "B-qpcr_result",
+    "114": "I-qpcr_result",
+    "115": "B-ncounter_biomarker",
+    "116": "I-ncounter_biomarker",
+    "117": "B-ncounter_method",
+    "118": "I-ncounter_method",
+    "119": "B-ncounter_biomarker_result",
+    "120": "I-ncounter_biomarker_result",
+    "121": "B-ngs_biomarker",
+    "122": "I-ngs_biomarker",
+    "123": "B-ngs_kit",
+    "124": "I-ngs_kit",
+    "125": "B-ngs_dna_alteration",
+    "126": "I-ngs_dna_alteration",
+    "127": "B-ngs_position_alteration",
+    "128": "I-ngs_position_alteration",
+    "129": "B-ngs_allelic_frequency",
+    "130": "I-ngs_allelic_frequency",
+    "131": "B-pd_l1_ihc_platform",
+    "132": "I-pd_l1_ihc_platform",
+    "133": "B-pd_l1_result_lung",
+    "134": "I-pd_l1_result_lung",
+    "135": "B-pd_l1_clone_lung",
+    "136": "I-pd_l1_clone_lung",
+    "137": "B-pd_l1_staining_tumoral_cells_lung",
+    "138": "I-pd_l1_staining_tumoral_cells_lung",
+    "139": "B-alk_clone",
+    "140": "I-alk_clone",
+    "141": "B-alk_ihc_platform",
+    "142": "I-alk_ihc_platform",
+    "143": "B-alk_ihc_result",
+    "144": "I-alk_ihc_result",
+    "145": "B-ros1_clone",
+    "146": "I-ros1_clone",
+    "147": "B-ros1_ihc_platform",
+    "148": "I-ros1_ihc_platform",
+    "149": "B-ros1_ihc_result",
+    "150": "I-ros1_ihc_result",
+    "151": "B-ngs_allelic_frequency_2",
+    "152": "I-ngs_allelic_frequency_2",
+    "153": "B-ngs_rna_biomarker",
+    "154": "I-ngs_rna_biomarker",
+    "155": "B-ngs_rna_kit",
+    "156": "I-ngs_rna_kit",
+    "157": "B-ngs_rna_alteration",
+    "158": "I-ngs_rna_alteration",
+    "159": "B-ngs_position_exon",
+    "160": "I-ngs_position_exon",
+    "161": "B-ngs_position_protein",
+    "162": "I-ngs_position_protein",
+    "163": "B-ngs_position_dna",
+    "164": "I-ngs_position_dna",
+    "165": "B-ngs_rna_gene",
+    "166": "I-ngs_rna_gene",
+    "167": "B-ngs_rna_partner",
+    "168": "I-ngs_rna_partner",
+    "169": "B-met_fish_kit",
+    "170": "I-met_fish_kit",
+    "171": "B-met_fish_probecontrol_index",
+    "172": "I-met_fish_probecontrol_index",
+    "173": "B-met_fish_metcell",
+    "174": "I-met_fish_metcell",
+    "175": "B-met_fish_cep7cell",
+    "176": "I-met_fish_cep7cell",
+    "177": "B-met_fish_result",
+    "178": "I-met_fish_result",
+    "179": "B-ret_fish_kit",
+    "180": "I-ret_fish_kit",
+    "181": "B-ret_fish_evaluated_cells",
+    "182": "I-ret_fish_evaluated_cells",
+    "183": "B-ret_fish_result",
+    "184": "I-ret_fish_result",
+    "185": "B-alk_fish_kit",
+    "186": "I-alk_fish_kit",
+    "187": "B-alk_fish_result",
+    "188": "I-alk_fish_result",
+    "189": "B-clinical_context",
+    "190": "I-clinical_context",
+    "191": "B-ngs_dna_comment",
+    "192": "I-ngs_dna_comment",
+    "193": "B-ros1_fish_kit",
+    "194": "I-ros1_fish_kit",
+    "195": "B-ros1_fish_result",
+    "196": "I-ros1_fish_result",
+    "197": "B-ncounter_comments",
+    "198": "I-ncounter_comments",
+    "199": "B-ntrk1_fish_kit",
+    "200": "I-ntrk1_fish_kit",
+    "201": "B-ntrk1_fish_result",
+    "202": "I-ntrk1_fish_result",
+    "203": "B-primary_tumor_site",
+    "204": "I-primary_tumor_site",
+    "205": "B-patient_number",
+    "206": "I-patient_number",
+    "207": "B-ngs_copy_number",
+    "208": "I-ngs_copy_number",
+    "209": "B-laterality",
+    "210": "I-laterality",
+    "211": "B-oms_classification",
+    "212": "I-oms_classification",
+    "213": "B-elston_ellis_grading",
+    "214": "I-elston_ellis_grading",
+    "215": "B-concomitant_occurrence_site",
+    "216": "I-concomitant_occurrence_site",
+    "217": "B-external_reporting_institute",
+    "218": "I-external_reporting_institute",
+    "219": "B-tnm_stage",
+    "220": "I-tnm_stage",
+    "221": "B-recidive",
+    "222": "I-recidive",
+    "223": "B-ngs_platform",
+    "224": "I-ngs_platform",
+    "225": "B-ngs_rna_platform",
+    "226": "I-ngs_rna_platform",
+    "227": "B-ntrk3_fish_kit",
+    "228": "I-ntrk3_fish_kit",
+    "229": "B-ntrk3_fish_result",
+    "230": "I-ntrk3_fish_result",
+    "231": "B-pan_trk_ihc_kit",
+    "232": "I-pan_trk_ihc_kit",
+    "233": "B-pan_trk_ihc_result",
+    "234": "I-pan_trk_ihc_result",
+    "235": "B-alk_fish_alteration",
+    "236": "I-alk_fish_alteration",
+    "237": "B-ret_fish_alteration",
+    "238": "I-ret_fish_alteration",
+    "239": "B-ros1_fish_alteration",
+    "240": "I-ros1_fish_alteration",
+    "241": "B-met_fish_alteration",
+    "242": "I-met_fish_alteration",
+    "243": "B-ntrk1_fish_alteration",
+    "244": "I-ntrk1_fish_alteration",
+    "245": "B-ntrk3_fish_alteration",
+    "246": "I-ntrk3_fish_alteration",
+    "247": "B-alk_ihc_alteration",
+    "248": "I-alk_ihc_alteration",
+    "249": "B-ros1_ihc_alteration",
+    "250": "I-ros1_ihc_alteration",
+    "251": "B-pan_trk_ihc_biomarker",
+    "252": "I-pan_trk_ihc_biomarker",
+    "253": "B-alk_ihc_platform_provider",
+    "254": "I-alk_ihc_platform_provider",
+    "255": "B-ros1_ihc_platform_provider",
+    "256": "I-ros1_ihc_platform_provider",
+    "257": "B-pd_l1_ihc_platform_provider",
+    "258": "I-pd_l1_ihc_platform_provider",
+    "259": "B-pd_l1_low",
+    "260": "I-pd_l1_low",
+    "261": "B-histological_grade",
+    "262": "I-histological_grade",
+    "263": "B-er_low",
+    "264": "I-er_low",
+    "265": "B-egfr_ihc_alteration",
+    "266": "I-egfr_ihc_alteration",
+    "267": "B-her2_low",
+    "268": "I-her2_low",
+    "269": "B-lymphnode_metastatic",
+    "270": "I-lymphnode_metastatic",
+    "271": "B-validation_date",
+    "272": "I-validation_date",
+    "273": "B-subtype_lung",
+    "274": "I-subtype_lung",
+    "275": "B-malignancy",
+    "276": "I-malignancy",
+    "277": "B-oncotype_dx_recurrence_score_rc",
+    "278": "I-oncotype_dx_recurrence_score_rc",
+    "279": "B-oncotype_dx_distant_recurence_risk",
+    "280": "I-oncotype_dx_distant_recurence_risk",
+    "281": "B-oncotype_dx_absolute_chemotherapy_benefit",
+    "282": "I-oncotype_dx_absolute_chemotherapy_benefit",
+    "283": "B-oncotype_dx_er_score",
+    "284": "I-oncotype_dx_er_score",
+    "285": "B-oncotype_dx_er_result",
+    "286": "I-oncotype_dx_er_result",
+    "287": "B-oncotype_pr_score",
+    "288": "I-oncotype_pr_score",
+    "289": "B-oncotype_dx_pr_result",
+    "290": "I-oncotype_dx_pr_result",
+    "291": "B-oncotype_dx_her2_score",
+    "292": "I-oncotype_dx_her2_score",
+    "293": "B-oncotype_dx_her2_result",
+    "294": "I-oncotype_dx_her2_result",
+    "295": "B-oncotype_dx_pr_score",
+    "296": "I-oncotype_dx_pr_score",
+    "297": "B-effective_date",
+    "298": "I-effective_date",
+    "299": "B-her2_ihc_result_final",
+    "300": "I-her2_ihc_result_final",
+    "301": "B-stage",
+    "302": "I-stage",
+    "303": "B-turnaround_time",
+    "304": "I-turnaround_time",
+    "305": "B-sample_location",
+    "306": "I-sample_location"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 4096,
+  "label2id": {
+    "B-alias": 1,
+    "B-alk_clone": 139,
+    "B-alk_fish_alteration": 235,
+    "B-alk_fish_kit": 185,
+    "B-alk_fish_result": 187,
+    "B-alk_ihc_alteration": 247,
+    "B-alk_ihc_platform": 141,
+    "B-alk_ihc_platform_provider": 253,
+    "B-alk_ihc_result": 143,
+    "B-androgen_ihc": 55,
+    "B-androgen_ihc_clone": 59,
+    "B-androgen_ihc_result": 57,
+    "B-cen17_copiescell": 53,
+    "B-ck19": 77,
+    "B-clinical_context": 189,
+    "B-concomitant_occurrence_site": 215,
+    "B-dcis": 81,
+    "B-determination_date": 5,
+    "B-diagnostic": 107,
+    "B-e_cadherina": 61,
+    "B-effective_date": 297,
+    "B-egfr_ihc_alteration": 265,
+    "B-egfr_ihc_clone": 99,
+    "B-egfr_ihc_result": 97,
+    "B-elston_ellis_grading": 213,
+    "B-entry_date": 3,
+    "B-er_low": 263,
+    "B-estrogen_ihc": 7,
+    "B-estrogen_ihc_clone": 9,
+    "B-estrogen_ihc_result": 11,
+    "B-external_reporting_institute": 217,
+    "B-gata3": 65,
+    "B-her2_copiescell": 51,
+    "B-her2_final_result": 25,
+    "B-her2_ihc_clone": 33,
+    "B-her2_ihc_result": 23,
+    "B-her2_ihc_result_final": 299,
+    "B-her2_in_situ_hydration_kit": 29,
+    "B-her2_interpretation_guide": 21,
+    "B-her2_low": 267,
+    "B-her2_staining": 37,
+    "B-her2cen17_ratio": 49,
+    "B-histological_grade": 261,
+    "B-histological_type": 79,
+    "B-infiltrating_cells_pd_l1_positive": 41,
+    "B-ki67_expression": 19,
+    "B-ki67_ihc_clone": 95,
+    "B-laterality": 209,
+    "B-lymphnode_metastatic": 269,
+    "B-malignancy": 275,
+    "B-met_fish_alteration": 241,
+    "B-met_fish_cep7cell": 175,
+    "B-met_fish_kit": 169,
+    "B-met_fish_metcell": 173,
+    "B-met_fish_probecontrol_index": 171,
+    "B-met_fish_result": 177,
+    "B-metastatic": 39,
+    "B-metastatic_tissue": 63,
+    "B-muestra_1": 91,
+    "B-ncounter_biomarker": 115,
+    "B-ncounter_biomarker_result": 119,
+    "B-ncounter_comments": 197,
+    "B-ncounter_method": 117,
+    "B-ngs_allelic_frequency": 129,
+    "B-ngs_allelic_frequency_2": 151,
+    "B-ngs_biomarker": 121,
+    "B-ngs_copy_number": 207,
+    "B-ngs_dna_alteration": 125,
+    "B-ngs_dna_comment": 191,
+    "B-ngs_kit": 123,
+    "B-ngs_platform": 223,
+    "B-ngs_position_alteration": 127,
+    "B-ngs_position_dna": 163,
+    "B-ngs_position_exon": 159,
+    "B-ngs_position_protein": 161,
+    "B-ngs_rna_alteration": 157,
+    "B-ngs_rna_biomarker": 153,
+    "B-ngs_rna_gene": 165,
+    "B-ngs_rna_kit": 155,
+    "B-ngs_rna_partner": 167,
+    "B-ngs_rna_platform": 225,
+    "B-note": 67,
+    "B-ntrk": 85,
+    "B-ntrk1_fish_alteration": 243,
+    "B-ntrk1_fish_kit": 199,
+    "B-ntrk1_fish_result": 201,
+    "B-ntrk3_fish_alteration": 245,
+    "B-ntrk3_fish_kit": 227,
+    "B-ntrk3_fish_result": 229,
+    "B-observation": 105,
+    "B-oms_classification": 211,
+    "B-oncotype_dx_absolute_chemotherapy_benefit": 281,
+    "B-oncotype_dx_distant_recurence_risk": 279,
+    "B-oncotype_dx_er_result": 285,
+    "B-oncotype_dx_er_score": 283,
+    "B-oncotype_dx_her2_result": 293,
+    "B-oncotype_dx_her2_score": 291,
+    "B-oncotype_dx_pr_result": 289,
+    "B-oncotype_dx_pr_score": 295,
+    "B-oncotype_dx_recurrence_score_rc": 277,
+    "B-oncotype_pr_score": 287,
+    "B-origin": 47,
+    "B-pan_trk_ihc_biomarker": 251,
+    "B-pan_trk_ihc_kit": 231,
+    "B-pan_trk_ihc_result": 233,
+    "B-patient_number": 205,
+    "B-pd_l1_clone": 45,
+    "B-pd_l1_clone_lung": 135,
+    "B-pd_l1_cps": 75,
+    "B-pd_l1_cps_clone": 71,
+    "B-pd_l1_cps_result": 73,
+    "B-pd_l1_ihc_platform": 131,
+    "B-pd_l1_ihc_platform_provider": 257,
+    "B-pd_l1_low": 259,
+    "B-pd_l1_result": 43,
+    "B-pd_l1_result_lung": 133,
+    "B-pd_l1_staining_stromal_cells": 89,
+    "B-pd_l1_staining_tumoral_cells": 87,
+    "B-pd_l1_staining_tumoral_cells_lung": 137,
+    "B-primary_tumor_site": 203,
+    "B-progesterone_ihc": 13,
+    "B-progesterone_ihc_clone": 17,
+    "B-progesterone_ihc_result": 15,
+    "B-qpcr_biomarker": 109,
+    "B-qpcr_method": 111,
+    "B-qpcr_result": 113,
+    "B-recidive": 221,
+    "B-result_ish_her2": 27,
+    "B-ret_fish_alteration": 237,
+    "B-ret_fish_evaluated_cells": 181,
+    "B-ret_fish_kit": 179,
+    "B-ret_fish_result": 183,
+    "B-ros1_clone": 145,
+    "B-ros1_fish_alteration": 239,
+    "B-ros1_fish_kit": 193,
+    "B-ros1_fish_result": 195,
+    "B-ros1_ihc_alteration": 249,
+    "B-ros1_ihc_platform": 147,
+    "B-ros1_ihc_platform_provider": 255,
+    "B-ros1_ihc_result": 149,
+    "B-sample_date": 31,
+    "B-sample_location": 305,
+    "B-sample_type": 35,
+    "B-size": 103,
+    "B-snomed": 93,
+    "B-stage": 301,
+    "B-subtype_breast": 69,
+    "B-subtype_lung": 273,
+    "B-tils": 83,
+    "B-tnm_stage": 219,
+    "B-tumoral_cell": 101,
+    "B-turnaround_time": 303,
+    "B-validation_date": 271,
+    "I-alias": 2,
+    "I-alk_clone": 140,
+    "I-alk_fish_alteration": 236,
+    "I-alk_fish_kit": 186,
+    "I-alk_fish_result": 188,
+    "I-alk_ihc_alteration": 248,
+    "I-alk_ihc_platform": 142,
+    "I-alk_ihc_platform_provider": 254,
+    "I-alk_ihc_result": 144,
+    "I-androgen_ihc": 56,
+    "I-androgen_ihc_clone": 60,
+    "I-androgen_ihc_result": 58,
+    "I-cen17_copiescell": 54,
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