Hugging Face's logo

sara-m98
/
MAMO_DEBERTA_1_DESCARTADO

Token Classification
Transformers
TensorBoard
Safetensors
deberta-v2
Inference Endpoints
Model card Files Metrics Community
MAMO_DEBERTA_1_DESCARTADO
File size: 6,959 Bytes 
d03106c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
 
{
  "_name_or_path": "microsoft/deberta-v3-base",
  "architectures": [
    "DebertaV2ForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "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-07,
  "max_position_embeddings": 512,
  "max_relative_positions": -1,
  "model_type": "deberta-v2",
  "norm_rel_ebd": "layer_norm",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "pooler_dropout": 0,
  "pooler_hidden_act": "gelu",
  "pooler_hidden_size": 768,
  "pos_att_type": [
    "p2c",
    "c2p"
  ],
  "position_biased_input": false,
  "position_buckets": 256,
  "relative_attention": true,
  "share_att_key": true,
  "torch_dtype": "float32",
  "transformers_version": "4.42.3",
  "type_vocab_size": 0,
  "vocab_size": 128100
}