| { | |
| "_name_or_path": "SpanBERT/spanbert-base-cased", | |
| "architectures": [ | |
| "BertForTokenClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "classifier_dropout": null, | |
| "directionality": "bidi", | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "O", | |
| "1": "B-MAMO_GRASA", | |
| "2": "I-MAMO_GRASA", | |
| "3": "B-MAMO_HETERO", | |
| "4": "I-MAMO_HETERO", | |
| "5": "B-MAMO_FIBROG", | |
| "6": "I-MAMO_FIBROG", | |
| "7": "B-MAMO_DENSA", | |
| "8": "I-MAMO_DENSA", | |
| "9": "B-MAMO_OVAL", | |
| "10": "I-MAMO_OVAL", | |
| "11": "B-MAMO_REDON", | |
| "12": "I-MAMO_REDON", | |
| "13": "B-MAMO_IRREGU", | |
| "14": "I-MAMO_IRREGU", | |
| "15": "B-MAMO_CIRCUNSC", | |
| "16": "I-MAMO_CIRCUNSC", | |
| "17": "B-MAMO_OSCUR", | |
| "18": "I-MAMO_OSCUR", | |
| "19": "B-MAMO_LOBUL", | |
| "20": "I-MAMO_LOBUL", | |
| "21": "B-MAMO_INDIS", | |
| "22": "I-MAMO_INDIS", | |
| "23": "B-MAMO_ESPIC", | |
| "24": "I-MAMO_ESPIC", | |
| "25": "B-MAMO_DENS_ALT", | |
| "26": "I-MAMO_DENS_ALT", | |
| "27": "B-MAMO_DENS_IGUA", | |
| "28": "I-MAMO_DENS_IGUA", | |
| "29": "B-MAMO_DENS_BAJ", | |
| "30": "I-MAMO_DENS_BAJ", | |
| "31": "B-MAMO_DENS_GRAS", | |
| "32": "I-MAMO_DENS_GRAS", | |
| "33": "B-MAMO_CALC_DERM", | |
| "34": "I-MAMO_CALC_DERM", | |
| "35": "B-MAMO_CALC_VASC", | |
| "36": "I-MAMO_CALC_VASC", | |
| "37": "B-MAMO_CALC_POPCORN", | |
| "38": "I-MAMO_CALC_POPCORN", | |
| "39": "B-MAMO_CALC_LIENAL", | |
| "40": "I-MAMO_CALC_LIENAL", | |
| "41": "B-MAMO_CALC_REDOND", | |
| "42": "I-MAMO_CALC_REDOND", | |
| "43": "B-MAMO_CALC_ANUL", | |
| "44": "I-MAMO_CALC_ANUL", | |
| "45": "B-MAMO_CALC_DIST", | |
| "46": "I-MAMO_CALC_DIST", | |
| "47": "B-MAMO_CALC_CAL", | |
| "48": "I-MAMO_CALC_CAL", | |
| "49": "B-MAMO_CALC_SUT", | |
| "50": "I-MAMO_CALC_SUT", | |
| "51": "B-MAMO_CALC_AMORF", | |
| "52": "I-MAMO_CALC_AMORF", | |
| "53": "B-MAMO_CALC_HETER", | |
| "54": "I-MAMO_CALC_HETER", | |
| "55": "B-MAMO_CALC_PLEOM", | |
| "56": "I-MAMO_CALC_PLEOM", | |
| "57": "B-MAMO_CALC_FINA", | |
| "58": "I-MAMO_CALC_FINA", | |
| "59": "B-MAMO_CALC_DIFUS", | |
| "60": "I-MAMO_CALC_DIFUS", | |
| "61": "B-MAMO_CALC_REGIO", | |
| "62": "I-MAMO_CALC_REGIO", | |
| "63": "B-MAMO_CALC_AGRUP", | |
| "64": "I-MAMO_CALC_AGRUP", | |
| "65": "B-MAMO_CALC_DISTRI_LINE", | |
| "66": "I-MAMO_CALC_DISTRI_LINE", | |
| "67": "B-MAMO_CALC_SEGMENT", | |
| "68": "I-MAMO_CALC_SEGMENT", | |
| "69": "B-MAMO_DISTOR", | |
| "70": "I-MAMO_DISTOR", | |
| "71": "B-MAMO_ASIME", | |
| "72": "I-MAMO_ASIME", | |
| "73": "B-MAMO_ASIME_GLOB", | |
| "74": "I-MAMO_ASIME_GLOB", | |
| "75": "B-MAMO_ASIME_FOC", | |
| "76": "I-MAMO_ASIME_FOC", | |
| "77": "B-MAMO_ASIME_DESAR", | |
| "78": "I-MAMO_ASIME_DESAR", | |
| "79": "B-MAMO_NOD_INTRA", | |
| "80": "I-MAMO_NOD_INTRA", | |
| "81": "B-MAMO_LESI_DERM", | |
| "82": "I-MAMO_LESI_DERM", | |
| "83": "B-MAMO_ECT_DUCT", | |
| "84": "I-MAMO_ECT_DUCT", | |
| "85": "B-MAMO_RET_CUT", | |
| "86": "I-MAMO_RET_CUT", | |
| "87": "B-MAMO_RET_PEZ", | |
| "88": "I-MAMO_RET_PEZ", | |
| "89": "B-MAMO_ENGRO_CUT", | |
| "90": "I-MAMO_ENGRO_CUT", | |
| "91": "B-MAMO_ENGRO_TRABEC", | |
| "92": "I-MAMO_ENGRO_TRABEC", | |
| "93": "B-MAMO_ADENOP_AXIL", | |
| "94": "I-MAMO_ADENOP_AXIL", | |
| "95": "B-MAMO_DIST_ARQU", | |
| "96": "I-MAMO_DIST_ARQU", | |
| "97": "B-MAMO_CALCIF", | |
| "98": "I-MAMO_CALCIF", | |
| "99": "B-MAMO_LOC_LAT", | |
| "100": "I-MAMO_LOC_LAT", | |
| "101": "B-MAMO_LOC_CUAD", | |
| "102": "I-MAMO_LOC_CUAD", | |
| "103": "B-MAMO_LOC_PROF", | |
| "104": "I-MAMO_LOC_PROF", | |
| "105": "B-MAMO_LOC_DIST_PEZ", | |
| "106": "I-MAMO_LOC_DIST_PEZ" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "B-MAMO_ADENOP_AXIL": 93, | |
| "B-MAMO_ASIME": 71, | |
| "B-MAMO_ASIME_DESAR": 77, | |
| "B-MAMO_ASIME_FOC": 75, | |
| "B-MAMO_ASIME_GLOB": 73, | |
| "B-MAMO_CALCIF": 97, | |
| "B-MAMO_CALC_AGRUP": 63, | |
| "B-MAMO_CALC_AMORF": 51, | |
| "B-MAMO_CALC_ANUL": 43, | |
| "B-MAMO_CALC_CAL": 47, | |
| "B-MAMO_CALC_DERM": 33, | |
| "B-MAMO_CALC_DIFUS": 59, | |
| "B-MAMO_CALC_DIST": 45, | |
| "B-MAMO_CALC_DISTRI_LINE": 65, | |
| "B-MAMO_CALC_FINA": 57, | |
| "B-MAMO_CALC_HETER": 53, | |
| "B-MAMO_CALC_LIENAL": 39, | |
| "B-MAMO_CALC_PLEOM": 55, | |
| "B-MAMO_CALC_POPCORN": 37, | |
| "B-MAMO_CALC_REDOND": 41, | |
| "B-MAMO_CALC_REGIO": 61, | |
| "B-MAMO_CALC_SEGMENT": 67, | |
| "B-MAMO_CALC_SUT": 49, | |
| "B-MAMO_CALC_VASC": 35, | |
| "B-MAMO_CIRCUNSC": 15, | |
| "B-MAMO_DENSA": 7, | |
| "B-MAMO_DENS_ALT": 25, | |
| "B-MAMO_DENS_BAJ": 29, | |
| "B-MAMO_DENS_GRAS": 31, | |
| "B-MAMO_DENS_IGUA": 27, | |
| "B-MAMO_DISTOR": 69, | |
| "B-MAMO_DIST_ARQU": 95, | |
| "B-MAMO_ECT_DUCT": 83, | |
| "B-MAMO_ENGRO_CUT": 89, | |
| "B-MAMO_ENGRO_TRABEC": 91, | |
| "B-MAMO_ESPIC": 23, | |
| "B-MAMO_FIBROG": 5, | |
| "B-MAMO_GRASA": 1, | |
| "B-MAMO_HETERO": 3, | |
| "B-MAMO_INDIS": 21, | |
| "B-MAMO_IRREGU": 13, | |
| "B-MAMO_LESI_DERM": 81, | |
| "B-MAMO_LOBUL": 19, | |
| "B-MAMO_LOC_CUAD": 101, | |
| "B-MAMO_LOC_DIST_PEZ": 105, | |
| "B-MAMO_LOC_LAT": 99, | |
| "B-MAMO_LOC_PROF": 103, | |
| "B-MAMO_NOD_INTRA": 79, | |
| "B-MAMO_OSCUR": 17, | |
| "B-MAMO_OVAL": 9, | |
| "B-MAMO_REDON": 11, | |
| "B-MAMO_RET_CUT": 85, | |
| "B-MAMO_RET_PEZ": 87, | |
| "I-MAMO_ADENOP_AXIL": 94, | |
| "I-MAMO_ASIME": 72, | |
| "I-MAMO_ASIME_DESAR": 78, | |
| "I-MAMO_ASIME_FOC": 76, | |
| "I-MAMO_ASIME_GLOB": 74, | |
| "I-MAMO_CALCIF": 98, | |
| "I-MAMO_CALC_AGRUP": 64, | |
| "I-MAMO_CALC_AMORF": 52, | |
| "I-MAMO_CALC_ANUL": 44, | |
| "I-MAMO_CALC_CAL": 48, | |
| "I-MAMO_CALC_DERM": 34, | |
| "I-MAMO_CALC_DIFUS": 60, | |
| "I-MAMO_CALC_DIST": 46, | |
| "I-MAMO_CALC_DISTRI_LINE": 66, | |
| "I-MAMO_CALC_FINA": 58, | |
| "I-MAMO_CALC_HETER": 54, | |
| "I-MAMO_CALC_LIENAL": 40, | |
| "I-MAMO_CALC_PLEOM": 56, | |
| "I-MAMO_CALC_POPCORN": 38, | |
| "I-MAMO_CALC_REDOND": 42, | |
| "I-MAMO_CALC_REGIO": 62, | |
| "I-MAMO_CALC_SEGMENT": 68, | |
| "I-MAMO_CALC_SUT": 50, | |
| "I-MAMO_CALC_VASC": 36, | |
| "I-MAMO_CIRCUNSC": 16, | |
| "I-MAMO_DENSA": 8, | |
| "I-MAMO_DENS_ALT": 26, | |
| "I-MAMO_DENS_BAJ": 30, | |
| "I-MAMO_DENS_GRAS": 32, | |
| "I-MAMO_DENS_IGUA": 28, | |
| "I-MAMO_DISTOR": 70, | |
| "I-MAMO_DIST_ARQU": 96, | |
| "I-MAMO_ECT_DUCT": 84, | |
| "I-MAMO_ENGRO_CUT": 90, | |
| "I-MAMO_ENGRO_TRABEC": 92, | |
| "I-MAMO_ESPIC": 24, | |
| "I-MAMO_FIBROG": 6, | |
| "I-MAMO_GRASA": 2, | |
| "I-MAMO_HETERO": 4, | |
| "I-MAMO_INDIS": 22, | |
| "I-MAMO_IRREGU": 14, | |
| "I-MAMO_LESI_DERM": 82, | |
| "I-MAMO_LOBUL": 20, | |
| "I-MAMO_LOC_CUAD": 102, | |
| "I-MAMO_LOC_DIST_PEZ": 106, | |
| "I-MAMO_LOC_LAT": 100, | |
| "I-MAMO_LOC_PROF": 104, | |
| "I-MAMO_NOD_INTRA": 80, | |
| "I-MAMO_OSCUR": 18, | |
| "I-MAMO_OVAL": 10, | |
| "I-MAMO_REDON": 12, | |
| "I-MAMO_RET_CUT": 86, | |
| "I-MAMO_RET_PEZ": 88, | |
| "O": 0 | |
| }, | |
| "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": 28996 | |
| } | |