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{ |
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"_name_or_path": "microsoft/deberta-v3-base", |
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"architectures": [ |
|
"DebertaV2ForTokenClassification" |
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], |
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"attention_probs_dropout_prob": 0.1, |
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"hidden_act": "gelu", |
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"hidden_dropout_prob": 0.1, |
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"hidden_size": 768, |
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"id2label": { |
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"0": "O", |
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"1": "B-MAMO_GRASA", |
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"2": "I-MAMO_GRASA", |
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"3": "B-MAMO_HETERO", |
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"4": "I-MAMO_HETERO", |
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"5": "B-MAMO_FIBROG", |
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"6": "I-MAMO_FIBROG", |
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"7": "B-MAMO_DENSA", |
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"8": "I-MAMO_DENSA", |
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"9": "B-MAMO_OVAL", |
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"10": "I-MAMO_OVAL", |
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"11": "B-MAMO_REDON", |
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"12": "I-MAMO_REDON", |
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"13": "B-MAMO_IRREGU", |
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"14": "I-MAMO_IRREGU", |
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"15": "B-MAMO_CIRCUNSC", |
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"16": "I-MAMO_CIRCUNSC", |
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"17": "B-MAMO_OSCUR", |
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"18": "I-MAMO_OSCUR", |
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"19": "B-MAMO_LOBUL", |
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"20": "I-MAMO_LOBUL", |
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"21": "B-MAMO_INDIS", |
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"22": "I-MAMO_INDIS", |
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"23": "B-MAMO_ESPIC", |
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"24": "I-MAMO_ESPIC", |
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"25": "B-MAMO_DENS_ALT", |
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"26": "I-MAMO_DENS_ALT", |
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"27": "B-MAMO_DENS_IGUA", |
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"28": "I-MAMO_DENS_IGUA", |
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"29": "B-MAMO_DENS_BAJ", |
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"30": "I-MAMO_DENS_BAJ", |
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"31": "B-MAMO_DENS_GRAS", |
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"32": "I-MAMO_DENS_GRAS", |
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"33": "B-MAMO_CALC_DERM", |
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"34": "I-MAMO_CALC_DERM", |
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"35": "B-MAMO_CALC_VASC", |
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"36": "I-MAMO_CALC_VASC", |
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"37": "B-MAMO_CALC_POPCORN", |
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"38": "I-MAMO_CALC_POPCORN", |
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"39": "B-MAMO_CALC_LIENAL", |
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"40": "I-MAMO_CALC_LIENAL", |
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"41": "B-MAMO_CALC_REDOND", |
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"42": "I-MAMO_CALC_REDOND", |
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"43": "B-MAMO_CALC_ANUL", |
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"44": "I-MAMO_CALC_ANUL", |
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"45": "B-MAMO_CALC_DIST", |
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"46": "I-MAMO_CALC_DIST", |
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"47": "B-MAMO_CALC_CAL", |
|
"48": "I-MAMO_CALC_CAL", |
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"49": "B-MAMO_CALC_SUT", |
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"50": "I-MAMO_CALC_SUT", |
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"51": "B-MAMO_CALC_AMORF", |
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"52": "I-MAMO_CALC_AMORF", |
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"53": "B-MAMO_CALC_HETER", |
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"54": "I-MAMO_CALC_HETER", |
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"55": "B-MAMO_CALC_PLEOM", |
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"56": "I-MAMO_CALC_PLEOM", |
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"57": "B-MAMO_CALC_FINA", |
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"58": "I-MAMO_CALC_FINA", |
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"59": "B-MAMO_CALC_DIFUS", |
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"60": "I-MAMO_CALC_DIFUS", |
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"61": "B-MAMO_CALC_REGIO", |
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"62": "I-MAMO_CALC_REGIO", |
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"63": "B-MAMO_CALC_AGRUP", |
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"64": "I-MAMO_CALC_AGRUP", |
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"65": "B-MAMO_CALC_DISTRI_LINE", |
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"66": "I-MAMO_CALC_DISTRI_LINE", |
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"67": "B-MAMO_CALC_SEGMENT", |
|
"68": "I-MAMO_CALC_SEGMENT", |
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"69": "B-MAMO_DISTOR", |
|
"70": "I-MAMO_DISTOR", |
|
"71": "B-MAMO_ASIME", |
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"72": "I-MAMO_ASIME", |
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"73": "B-MAMO_ASIME_GLOB", |
|
"74": "I-MAMO_ASIME_GLOB", |
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"75": "B-MAMO_ASIME_FOC", |
|
"76": "I-MAMO_ASIME_FOC", |
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"77": "B-MAMO_ASIME_DESAR", |
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"78": "I-MAMO_ASIME_DESAR", |
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"79": "B-MAMO_NOD_INTRA", |
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"80": "I-MAMO_NOD_INTRA", |
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"81": "B-MAMO_LESI_DERM", |
|
"82": "I-MAMO_LESI_DERM", |
|
"83": "B-MAMO_ECT_DUCT", |
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"84": "I-MAMO_ECT_DUCT", |
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"85": "B-MAMO_RET_CUT", |
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"86": "I-MAMO_RET_CUT", |
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"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", |
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"92": "I-MAMO_ENGRO_TRABEC", |
|
"93": "B-MAMO_ADENOP_AXIL", |
|
"94": "I-MAMO_ADENOP_AXIL", |
|
"95": "B-MAMO_DIST_ARQU", |
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"96": "I-MAMO_DIST_ARQU", |
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"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", |
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"103": "B-MAMO_LOC_PROF", |
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"104": "I-MAMO_LOC_PROF", |
|
"105": "B-MAMO_LOC_DIST_PEZ", |
|
"106": "I-MAMO_LOC_DIST_PEZ" |
|
}, |
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"initializer_range": 0.02, |
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"intermediate_size": 3072, |
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"label2id": { |
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"B-MAMO_ADENOP_AXIL": 93, |
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"B-MAMO_ASIME": 71, |
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"B-MAMO_ASIME_DESAR": 77, |
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"B-MAMO_ASIME_FOC": 75, |
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"B-MAMO_ASIME_GLOB": 73, |
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"B-MAMO_CALCIF": 97, |
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"B-MAMO_CALC_AGRUP": 63, |
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"B-MAMO_CALC_AMORF": 51, |
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"B-MAMO_CALC_ANUL": 43, |
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"B-MAMO_CALC_CAL": 47, |
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"B-MAMO_CALC_DERM": 33, |
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"B-MAMO_CALC_DIFUS": 59, |
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"B-MAMO_CALC_DIST": 45, |
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"B-MAMO_CALC_DISTRI_LINE": 65, |
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"B-MAMO_CALC_FINA": 57, |
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"B-MAMO_CALC_HETER": 53, |
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"B-MAMO_CALC_LIENAL": 39, |
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"B-MAMO_CALC_PLEOM": 55, |
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"B-MAMO_CALC_POPCORN": 37, |
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"B-MAMO_CALC_REDOND": 41, |
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"B-MAMO_CALC_REGIO": 61, |
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"B-MAMO_CALC_SEGMENT": 67, |
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"B-MAMO_CALC_SUT": 49, |
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"B-MAMO_CALC_VASC": 35, |
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"B-MAMO_CIRCUNSC": 15, |
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"B-MAMO_DENSA": 7, |
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"B-MAMO_DENS_ALT": 25, |
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"B-MAMO_DENS_BAJ": 29, |
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"B-MAMO_DENS_GRAS": 31, |
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"B-MAMO_DENS_IGUA": 27, |
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"B-MAMO_DISTOR": 69, |
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"B-MAMO_DIST_ARQU": 95, |
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"B-MAMO_ECT_DUCT": 83, |
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"B-MAMO_ENGRO_CUT": 89, |
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"B-MAMO_ENGRO_TRABEC": 91, |
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"B-MAMO_ESPIC": 23, |
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"B-MAMO_FIBROG": 5, |
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"B-MAMO_GRASA": 1, |
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"B-MAMO_HETERO": 3, |
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"B-MAMO_INDIS": 21, |
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"B-MAMO_IRREGU": 13, |
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"B-MAMO_LESI_DERM": 81, |
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"B-MAMO_LOBUL": 19, |
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"B-MAMO_LOC_CUAD": 101, |
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"B-MAMO_LOC_DIST_PEZ": 105, |
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"B-MAMO_LOC_LAT": 99, |
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"B-MAMO_LOC_PROF": 103, |
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"B-MAMO_NOD_INTRA": 79, |
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"B-MAMO_OSCUR": 17, |
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"B-MAMO_OVAL": 9, |
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"B-MAMO_REDON": 11, |
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"B-MAMO_RET_CUT": 85, |
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"B-MAMO_RET_PEZ": 87, |
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"I-MAMO_ADENOP_AXIL": 94, |
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"I-MAMO_ASIME": 72, |
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"I-MAMO_ASIME_DESAR": 78, |
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"I-MAMO_ASIME_FOC": 76, |
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"I-MAMO_ASIME_GLOB": 74, |
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"I-MAMO_CALCIF": 98, |
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"I-MAMO_CALC_AGRUP": 64, |
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"I-MAMO_CALC_AMORF": 52, |
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"I-MAMO_CALC_ANUL": 44, |
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"I-MAMO_CALC_CAL": 48, |
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"I-MAMO_CALC_DERM": 34, |
|
"I-MAMO_CALC_DIFUS": 60, |
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"I-MAMO_CALC_DIST": 46, |
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"I-MAMO_CALC_DISTRI_LINE": 66, |
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"I-MAMO_CALC_FINA": 58, |
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"I-MAMO_CALC_HETER": 54, |
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"I-MAMO_CALC_LIENAL": 40, |
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"I-MAMO_CALC_PLEOM": 56, |
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"I-MAMO_CALC_POPCORN": 38, |
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"I-MAMO_CALC_REDOND": 42, |
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"I-MAMO_CALC_REGIO": 62, |
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"I-MAMO_CALC_SEGMENT": 68, |
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"I-MAMO_CALC_SUT": 50, |
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"I-MAMO_CALC_VASC": 36, |
|
"I-MAMO_CIRCUNSC": 16, |
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"I-MAMO_DENSA": 8, |
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"I-MAMO_DENS_ALT": 26, |
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"I-MAMO_DENS_BAJ": 30, |
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"I-MAMO_DENS_GRAS": 32, |
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"I-MAMO_DENS_IGUA": 28, |
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"I-MAMO_DISTOR": 70, |
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"I-MAMO_DIST_ARQU": 96, |
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"I-MAMO_ECT_DUCT": 84, |
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"I-MAMO_ENGRO_CUT": 90, |
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"I-MAMO_ENGRO_TRABEC": 92, |
|
"I-MAMO_ESPIC": 24, |
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"I-MAMO_FIBROG": 6, |
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"I-MAMO_GRASA": 2, |
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"I-MAMO_HETERO": 4, |
|
"I-MAMO_INDIS": 22, |
|
"I-MAMO_IRREGU": 14, |
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"I-MAMO_LESI_DERM": 82, |
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"I-MAMO_LOBUL": 20, |
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"I-MAMO_LOC_CUAD": 102, |
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"I-MAMO_LOC_DIST_PEZ": 106, |
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"I-MAMO_LOC_LAT": 100, |
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"I-MAMO_LOC_PROF": 104, |
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"I-MAMO_NOD_INTRA": 80, |
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"I-MAMO_OSCUR": 18, |
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"I-MAMO_OVAL": 10, |
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"I-MAMO_REDON": 12, |
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"I-MAMO_RET_CUT": 86, |
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"I-MAMO_RET_PEZ": 88, |
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"O": 0 |
|
}, |
|
"layer_norm_eps": 1e-07, |
|
"max_position_embeddings": 512, |
|
"max_relative_positions": -1, |
|
"model_type": "deberta-v2", |
|
"norm_rel_ebd": "layer_norm", |
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"num_attention_heads": 12, |
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"num_hidden_layers": 12, |
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"pad_token_id": 0, |
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"pooler_dropout": 0, |
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"pooler_hidden_act": "gelu", |
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"pooler_hidden_size": 768, |
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"pos_att_type": [ |
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"p2c", |
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"c2p" |
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], |
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"position_biased_input": false, |
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"position_buckets": 256, |
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"relative_attention": true, |
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"share_att_key": true, |
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"torch_dtype": "float32", |
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"transformers_version": "4.42.3", |
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"type_vocab_size": 0, |
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"vocab_size": 128100 |
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} |
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