Hugging Face's logo

ineoApp
/
model-2024-06-05

Token Classification
Transformers
PyTorch
TensorBoard
layoutlmv3
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
model-2024-06-05
File size: 8,244 Bytes 
8000654
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
 
{
  "_name_or_path": "microsoft/layoutlmv3-large",
  "architectures": [
    "LayoutLMv3ForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": 0,
  "classifier_dropout": null,
  "coordinate_size": 171,
  "eos_token_id": 2,
  "has_relative_attention_bias": true,
  "has_spatial_attention_bias": true,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 1024,
  "id2label": {
    "0": "O",
    "1": "numero facture",
    "2": "date facture",
    "3": "date limite",
    "4": "montant ht",
    "5": "montant ttc",
    "6": "tva",
    "7": "prix tva",
    "8": "reference",
    "9": "Devise",
    "10": "Condition de paiement",
    "11": "Mode de paiement",
    "12": "vendeur",
    "13": "adresse vendeur",
    "14": "informations vendeur",
    "15": "ice vendeur",
    "16": "rc vendeur",
    "17": "if vendeur",
    "18": "patente vendeur",
    "19": "acheteur",
    "20": "adresse acheteur",
    "21": "informations acheteur",
    "22": "ice acheteur",
    "23": "art1 Article",
    "24": "art1 designation",
    "25": "art1 quantite",
    "26": "art1 unite",
    "27": "art1 prix unit",
    "28": "art1 montant ht",
    "29": "art1 taux de remise",
    "30": "art1 tva",
    "31": "art2 Article",
    "32": "art2 designation",
    "33": "art2 quantite",
    "34": "art2 unite",
    "35": "art2 prix unit",
    "36": "art2 montant ht",
    "37": "art2 taux de remise",
    "38": "art2 tva",
    "39": "art3 Article",
    "40": "art3 designation",
    "41": "art3 quantite",
    "42": "art3 unite",
    "43": "art3 prix unit",
    "44": "art3 montant ht",
    "45": "art3 taux de remise",
    "46": "art3 tva",
    "47": "art4 Article",
    "48": "art4 designation",
    "49": "art4 quantite",
    "50": "art4 unite",
    "51": "art4 prix unit",
    "52": "art4 montant ht",
    "53": "art4 taux de remise",
    "54": "art4 tva",
    "55": "art5 Article",
    "56": "art5 designation",
    "57": "art5 quantite",
    "58": "art5 unite",
    "59": "art5 prix unit",
    "60": "art5 montant ht",
    "61": "art5 taux de remise",
    "62": "art5 tva",
    "63": "art6 Article",
    "64": "art6 designation",
    "65": "art6 quantite",
    "66": "art6 unite",
    "67": "art6 prix unit",
    "68": "art6 montant ht",
    "69": "art6 taux de remise",
    "70": "art6 tva",
    "71": "art7 Article",
    "72": "art7 designation",
    "73": "art7 quantite",
    "74": "art7 unite",
    "75": "art7 prix unit",
    "76": "art7 montant ht",
    "77": "art7 taux de remise",
    "78": "art7 tva",
    "79": "art8 Article",
    "80": "art8 designation",
    "81": "art8 quantite",
    "82": "art8 unite",
    "83": "art8 prix unit",
    "84": "art8 montant ht",
    "85": "art8 taux de remise",
    "86": "art8 tva",
    "87": "art9 Article",
    "88": "art9 designation",
    "89": "art9 quantite",
    "90": "art9 unite",
    "91": "art9 prix unit",
    "92": "art9 montant ht",
    "93": "art9 taux de remise",
    "94": "art9 tva",
    "95": "art10 Article",
    "96": "art10 designation",
    "97": "art10 quantite",
    "98": "art10 unite",
    "99": "art10 prix unit",
    "100": "art10 montant ht",
    "101": "art10 taux de remise",
    "102": "art10 tva",
    "103": "art11 Article",
    "104": "art11 designation",
    "105": "art11 quantite",
    "106": "art11 unite",
    "107": "art11 prix unit",
    "108": "art11 montant ht",
    "109": "art11 taux de remise",
    "110": "art11 tva",
    "111": "art12 Article",
    "112": "art12 designation",
    "113": "art12 quantite",
    "114": "art12 unite",
    "115": "art12 prix unit",
    "116": "art12 montant ht",
    "117": "art12 taux de remise",
    "118": "art12 tva",
    "119": "art13 Article",
    "120": "art13 designation",
    "121": "art13 quantite",
    "122": "art13 unite",
    "123": "art13 prix unit",
    "124": "art13 montant ht",
    "125": "art13 taux de remise",
    "126": "art13 tva",
    "127": "art14 Article",
    "128": "art14 designation",
    "129": "art14 quantite",
    "130": "art14 unite",
    "131": "art14 prix unit",
    "132": "art14 montant ht",
    "133": "art14 taux de remise",
    "134": "art14 tva"
  },
  "initializer_range": 0.02,
  "input_size": 224,
  "intermediate_size": 4096,
  "label2id": {
    "Condition de paiement": 10,
    "Devise": 9,
    "Mode de paiement": 11,
    "O": 0,
    "acheteur": 19,
    "adresse acheteur": 20,
    "adresse vendeur": 13,
    "art1 Article": 23,
    "art1 designation": 24,
    "art1 montant ht": 28,
    "art1 prix unit": 27,
    "art1 quantite": 25,
    "art1 taux de remise": 29,
    "art1 tva": 30,
    "art1 unite": 26,
    "art10 Article": 95,
    "art10 designation": 96,
    "art10 montant ht": 100,
    "art10 prix unit": 99,
    "art10 quantite": 97,
    "art10 taux de remise": 101,
    "art10 tva": 102,
    "art10 unite": 98,
    "art11 Article": 103,
    "art11 designation": 104,
    "art11 montant ht": 108,
    "art11 prix unit": 107,
    "art11 quantite": 105,
    "art11 taux de remise": 109,
    "art11 tva": 110,
    "art11 unite": 106,
    "art12 Article": 111,
    "art12 designation": 112,
    "art12 montant ht": 116,
    "art12 prix unit": 115,
    "art12 quantite": 113,
    "art12 taux de remise": 117,
    "art12 tva": 118,
    "art12 unite": 114,
    "art13 Article": 119,
    "art13 designation": 120,
    "art13 montant ht": 124,
    "art13 prix unit": 123,
    "art13 quantite": 121,
    "art13 taux de remise": 125,
    "art13 tva": 126,
    "art13 unite": 122,
    "art14 Article": 127,
    "art14 designation": 128,
    "art14 montant ht": 132,
    "art14 prix unit": 131,
    "art14 quantite": 129,
    "art14 taux de remise": 133,
    "art14 tva": 134,
    "art14 unite": 130,
    "art2 Article": 31,
    "art2 designation": 32,
    "art2 montant ht": 36,
    "art2 prix unit": 35,
    "art2 quantite": 33,
    "art2 taux de remise": 37,
    "art2 tva": 38,
    "art2 unite": 34,
    "art3 Article": 39,
    "art3 designation": 40,
    "art3 montant ht": 44,
    "art3 prix unit": 43,
    "art3 quantite": 41,
    "art3 taux de remise": 45,
    "art3 tva": 46,
    "art3 unite": 42,
    "art4 Article": 47,
    "art4 designation": 48,
    "art4 montant ht": 52,
    "art4 prix unit": 51,
    "art4 quantite": 49,
    "art4 taux de remise": 53,
    "art4 tva": 54,
    "art4 unite": 50,
    "art5 Article": 55,
    "art5 designation": 56,
    "art5 montant ht": 60,
    "art5 prix unit": 59,
    "art5 quantite": 57,
    "art5 taux de remise": 61,
    "art5 tva": 62,
    "art5 unite": 58,
    "art6 Article": 63,
    "art6 designation": 64,
    "art6 montant ht": 68,
    "art6 prix unit": 67,
    "art6 quantite": 65,
    "art6 taux de remise": 69,
    "art6 tva": 70,
    "art6 unite": 66,
    "art7 Article": 71,
    "art7 designation": 72,
    "art7 montant ht": 76,
    "art7 prix unit": 75,
    "art7 quantite": 73,
    "art7 taux de remise": 77,
    "art7 tva": 78,
    "art7 unite": 74,
    "art8 Article": 79,
    "art8 designation": 80,
    "art8 montant ht": 84,
    "art8 prix unit": 83,
    "art8 quantite": 81,
    "art8 taux de remise": 85,
    "art8 tva": 86,
    "art8 unite": 82,
    "art9 Article": 87,
    "art9 designation": 88,
    "art9 montant ht": 92,
    "art9 prix unit": 91,
    "art9 quantite": 89,
    "art9 taux de remise": 93,
    "art9 tva": 94,
    "art9 unite": 90,
    "date facture": 2,
    "date limite": 3,
    "ice acheteur": 22,
    "ice vendeur": 15,
    "if vendeur": 17,
    "informations acheteur": 21,
    "informations vendeur": 14,
    "montant ht": 4,
    "montant ttc": 5,
    "numero facture": 1,
    "patente vendeur": 18,
    "prix tva": 7,
    "rc vendeur": 16,
    "reference": 8,
    "tva": 6,
    "vendeur": 12
  },
  "layer_norm_eps": 1e-05,
  "max_2d_position_embeddings": 1024,
  "max_position_embeddings": 514,
  "max_rel_2d_pos": 256,
  "max_rel_pos": 128,
  "model_type": "layoutlmv3",
  "num_attention_heads": 16,
  "num_channels": 3,
  "num_hidden_layers": 24,
  "pad_token_id": 1,
  "patch_size": 16,
  "rel_2d_pos_bins": 64,
  "rel_pos_bins": 32,
  "second_input_size": 112,
  "shape_size": 170,
  "text_embed": true,
  "torch_dtype": "float32",
  "transformers_version": "4.29.2",
  "type_vocab_size": 1,
  "visual_embed": true,
  "vocab_size": 50265
}