Hugging Face's logo

hungphongtrn
/
vit5-base

Text2Text Generation
Transformers
PyTorch
TensorBoard
t5
text-generation-inference
Inference Endpoints
Model card Files Metrics Community
hungphongtrn commited on
Commit
fd5a690
•
1 Parent(s): f483fa5

Training in progress, epoch 0

Browse files
Files changed (14) hide show
  1. .gitignore +1 -0
  2. __test_results.json +374 -0
  3. _test_results.json +358 -0
  4. config.json +31 -0
  5. pytorch_model.bin +3 -0
  6. runs/May29_10-12-23_labserver/events.out.tfevents.1716977562.labserver.1304610.0 +3 -0
  7. runs/May29_10-13-41_labserver/events.out.tfevents.1716977626.labserver.1304610.1 +3 -0
  8. runs/May29_12-40-41_labserver/events.out.tfevents.1716986446.labserver.2018182.0 +3 -0
  9. runs/May29_12-42-29_labserver/events.out.tfevents.1716986552.labserver.2022953.0 +3 -0
  10. runs/May29_16-46-16_labserver/events.out.tfevents.1717001180.labserver.2252645.0 +3 -0
  11. runs/May29_16-47-09_labserver/events.out.tfevents.1717001232.labserver.2254759.0 +3 -0
  12. runs/May29_16-47-50_labserver/events.out.tfevents.1717001274.labserver.2256391.0 +3 -0
  13. test_results.json +364 -0
  14. training_args.bin +3 -0
.gitignore ADDED
@@ -0,0 +1 @@
 
 
1
+ checkpoint-*/
__test_results.json ADDED
@@ -0,0 +1,374 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "test_loss": 6.746676445007324,
3
+ "test_precision": 0.0,
4
+ "test_recall": 0.0,
5
+ "test_f1": 0.0,
6
+ "test_accuracy": 0.1581976182813003,
7
+ "test_slue_scores": {
8
+ "0": {
9
+ "precision": 0.0,
10
+ "recall": 0.0,
11
+ "fscore": 0.0
12
+ },
13
+ "DATETIME": {
14
+ "precision": 0.0,
15
+ "recall": 0.0,
16
+ "fscore": 0.0
17
+ },
18
+ "DISEASESYMTOM": {
19
+ "precision": 0.0,
20
+ "recall": 0.0,
21
+ "fscore": 0.0
22
+ },
23
+ "dum": {
24
+ "precision": 0.1581976182813003,
25
+ "recall": 1.0,
26
+ "fscore": 0.27317897357802656
27
+ },
28
+ "ORGAN": {
29
+ "precision": 0.0,
30
+ "recall": 0.0,
31
+ "fscore": 0.0
32
+ },
33
+ "DRUGCHEMICAL": {
34
+ "precision": 0.0,
35
+ "recall": 0.0,
36
+ "fscore": 0.0
37
+ },
38
+ "AGE": {
39
+ "precision": 0.0,
40
+ "recall": 0.0,
41
+ "fscore": 0.0
42
+ },
43
+ "LOCATION": {
44
+ "precision": 0.0,
45
+ "recall": 0.0,
46
+ "fscore": 0.0
47
+ },
48
+ "SURGERY": {
49
+ "precision": 0.0,
50
+ "recall": 0.0,
51
+ "fscore": 0.0
52
+ },
53
+ "OCCUPATION": {
54
+ "precision": 0.0,
55
+ "recall": 0.0,
56
+ "fscore": 0.0
57
+ },
58
+ "MEDDEVICETECHNIQUE": {
59
+ "precision": 0.0,
60
+ "recall": 0.0,
61
+ "fscore": 0.0
62
+ },
63
+ "TREATMENT": {
64
+ "precision": 0.0,
65
+ "recall": 0.0,
66
+ "fscore": 0.0
67
+ },
68
+ "DIAGNOSTICS": {
69
+ "precision": 0.0,
70
+ "recall": 0.0,
71
+ "fscore": 0.0
72
+ },
73
+ "UNITCALIBRATOR": {
74
+ "precision": 0.0,
75
+ "recall": 0.0,
76
+ "fscore": 0.0
77
+ },
78
+ "GENDER": {
79
+ "precision": 0.0,
80
+ "recall": 0.0,
81
+ "fscore": 0.0
82
+ },
83
+ "ORGANIZATION": {
84
+ "precision": 0.0,
85
+ "recall": 0.0,
86
+ "fscore": 0.0
87
+ },
88
+ "PERSONALCARE": {
89
+ "precision": 0.0,
90
+ "recall": 0.0,
91
+ "fscore": 0.0
92
+ },
93
+ "FOODDRINK": {
94
+ "precision": 0.0,
95
+ "recall": 0.0,
96
+ "fscore": 0.0
97
+ },
98
+ "TRANSPORTATION": {
99
+ "precision": 0.0,
100
+ "recall": 0.0,
101
+ "fscore": 0.0
102
+ },
103
+ "PREVENTIVEMED": {
104
+ "precision": 0.0,
105
+ "recall": 0.0,
106
+ "fscore": 0.0
107
+ },
108
+ "overall_micro": {
109
+ "precision": 0.1581976182813003,
110
+ "recall": 0.1581976182813003,
111
+ "fscore": 0.1581976182813003
112
+ },
113
+ "overall_macro": {
114
+ "precision": 0.007909880914065016,
115
+ "recall": 0.05,
116
+ "fscore": 0.013658948678901328
117
+ }
118
+ },
119
+ "test_dummy_slue_scores": {
120
+ "0": {
121
+ "precision": 0.0,
122
+ "recall": 0.0,
123
+ "fscore": 0.0
124
+ },
125
+ "DATETIME": {
126
+ "precision": 0.0,
127
+ "recall": 0.0,
128
+ "fscore": 0.0
129
+ },
130
+ "DISEASESYMTOM": {
131
+ "precision": 0.0,
132
+ "recall": 0.0,
133
+ "fscore": 0.0
134
+ },
135
+ "dum": {
136
+ "precision": 0.1581976182813003,
137
+ "recall": 1.0,
138
+ "fscore": 0.27317897357802656
139
+ },
140
+ "ORGAN": {
141
+ "precision": 0.0,
142
+ "recall": 0.0,
143
+ "fscore": 0.0
144
+ },
145
+ "DRUGCHEMICAL": {
146
+ "precision": 0.0,
147
+ "recall": 0.0,
148
+ "fscore": 0.0
149
+ },
150
+ "AGE": {
151
+ "precision": 0.0,
152
+ "recall": 0.0,
153
+ "fscore": 0.0
154
+ },
155
+ "LOCATION": {
156
+ "precision": 0.0,
157
+ "recall": 0.0,
158
+ "fscore": 0.0
159
+ },
160
+ "SURGERY": {
161
+ "precision": 0.0,
162
+ "recall": 0.0,
163
+ "fscore": 0.0
164
+ },
165
+ "OCCUPATION": {
166
+ "precision": 0.0,
167
+ "recall": 0.0,
168
+ "fscore": 0.0
169
+ },
170
+ "MEDDEVICETECHNIQUE": {
171
+ "precision": 0.0,
172
+ "recall": 0.0,
173
+ "fscore": 0.0
174
+ },
175
+ "TREATMENT": {
176
+ "precision": 0.0,
177
+ "recall": 0.0,
178
+ "fscore": 0.0
179
+ },
180
+ "DIAGNOSTICS": {
181
+ "precision": 0.0,
182
+ "recall": 0.0,
183
+ "fscore": 0.0
184
+ },
185
+ "UNITCALIBRATOR": {
186
+ "precision": 0.0,
187
+ "recall": 0.0,
188
+ "fscore": 0.0
189
+ },
190
+ "GENDER": {
191
+ "precision": 0.0,
192
+ "recall": 0.0,
193
+ "fscore": 0.0
194
+ },
195
+ "ORGANIZATION": {
196
+ "precision": 0.0,
197
+ "recall": 0.0,
198
+ "fscore": 0.0
199
+ },
200
+ "PERSONALCARE": {
201
+ "precision": 0.0,
202
+ "recall": 0.0,
203
+ "fscore": 0.0
204
+ },
205
+ "FOODDRINK": {
206
+ "precision": 0.0,
207
+ "recall": 0.0,
208
+ "fscore": 0.0
209
+ },
210
+ "TRANSPORTATION": {
211
+ "precision": 0.0,
212
+ "recall": 0.0,
213
+ "fscore": 0.0
214
+ },
215
+ "PREVENTIVEMED": {
216
+ "precision": 0.0,
217
+ "recall": 0.0,
218
+ "fscore": 0.0
219
+ },
220
+ "overall_micro": {
221
+ "precision": 0.1581976182813003,
222
+ "recall": 0.1581976182813003,
223
+ "fscore": 0.1581976182813003
224
+ },
225
+ "overall_macro": {
226
+ "precision": 0.007909880914065016,
227
+ "recall": 0.05,
228
+ "fscore": 0.013658948678901328
229
+ }
230
+ },
231
+ "test_results": {
232
+ "AGE": {
233
+ "precision": 0.0,
234
+ "recall": 0.0,
235
+ "f1-score": 0.0,
236
+ "support": 0
237
+ },
238
+ "DATETIME": {
239
+ "precision": 0.0,
240
+ "recall": 0.0,
241
+ "f1-score": 0.0,
242
+ "support": 0
243
+ },
244
+ "DIAGNOSTICS": {
245
+ "precision": 0.0,
246
+ "recall": 0.0,
247
+ "f1-score": 0.0,
248
+ "support": 0
249
+ },
250
+ "DISEASESYMTOM": {
251
+ "precision": 0.0,
252
+ "recall": 0.0,
253
+ "f1-score": 0.0,
254
+ "support": 0
255
+ },
256
+ "DRUGCHEMICAL": {
257
+ "precision": 0.0,
258
+ "recall": 0.0,
259
+ "f1-score": 0.0,
260
+ "support": 0
261
+ },
262
+ "FOODDRINK": {
263
+ "precision": 0.0,
264
+ "recall": 0.0,
265
+ "f1-score": 0.0,
266
+ "support": 0
267
+ },
268
+ "GENDER": {
269
+ "precision": 0.0,
270
+ "recall": 0.0,
271
+ "f1-score": 0.0,
272
+ "support": 0
273
+ },
274
+ "LOCATION": {
275
+ "precision": 0.0,
276
+ "recall": 0.0,
277
+ "f1-score": 0.0,
278
+ "support": 0
279
+ },
280
+ "MEDDEVICETECHNIQUE": {
281
+ "precision": 0.0,
282
+ "recall": 0.0,
283
+ "f1-score": 0.0,
284
+ "support": 0
285
+ },
286
+ "OCCUPATION": {
287
+ "precision": 0.0,
288
+ "recall": 0.0,
289
+ "f1-score": 0.0,
290
+ "support": 0
291
+ },
292
+ "ORGAN": {
293
+ "precision": 0.0,
294
+ "recall": 0.0,
295
+ "f1-score": 0.0,
296
+ "support": 0
297
+ },
298
+ "ORGANIZATION": {
299
+ "precision": 0.0,
300
+ "recall": 0.0,
301
+ "f1-score": 0.0,
302
+ "support": 0
303
+ },
304
+ "PERSONALCARE": {
305
+ "precision": 0.0,
306
+ "recall": 0.0,
307
+ "f1-score": 0.0,
308
+ "support": 0
309
+ },
310
+ "PREVENTIVEMED": {
311
+ "precision": 0.0,
312
+ "recall": 0.0,
313
+ "f1-score": 0.0,
314
+ "support": 0
315
+ },
316
+ "SURGERY": {
317
+ "precision": 0.0,
318
+ "recall": 0.0,
319
+ "f1-score": 0.0,
320
+ "support": 0
321
+ },
322
+ "TRANSPORTATION": {
323
+ "precision": 0.0,
324
+ "recall": 0.0,
325
+ "f1-score": 0.0,
326
+ "support": 0
327
+ },
328
+ "TREATMENT": {
329
+ "precision": 0.0,
330
+ "recall": 0.0,
331
+ "f1-score": 0.0,
332
+ "support": 0
333
+ },
334
+ "UNITCALIBRATOR": {
335
+ "precision": 0.0,
336
+ "recall": 0.0,
337
+ "f1-score": 0.0,
338
+ "support": 0
339
+ },
340
+ "_": {
341
+ "precision": 0.0,
342
+ "recall": 0.0,
343
+ "f1-score": 0.0,
344
+ "support": 0
345
+ },
346
+ "um": {
347
+ "precision": 0.0,
348
+ "recall": 0.0,
349
+ "f1-score": 0.0,
350
+ "support": 3497
351
+ },
352
+ "micro avg": {
353
+ "precision": 0.0,
354
+ "recall": 0.0,
355
+ "f1-score": 0.0,
356
+ "support": 3497
357
+ },
358
+ "macro avg": {
359
+ "precision": 0.0,
360
+ "recall": 0.0,
361
+ "f1-score": 0.0,
362
+ "support": 3497
363
+ },
364
+ "weighted avg": {
365
+ "precision": 0.0,
366
+ "recall": 0.0,
367
+ "f1-score": 0.0,
368
+ "support": 3497
369
+ }
370
+ },
371
+ "test_runtime": 115.6893,
372
+ "test_samples_per_second": 30.228,
373
+ "test_steps_per_second": 0.242
374
+ }
_test_results.json ADDED
@@ -0,0 +1,358 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "test_loss": 6.746676445007324,
3
+ "test_precision": 0.0,
4
+ "test_recall": 0.0,
5
+ "test_f1": 0.0,
6
+ "test_accuracy": 0.8186160283231413,
7
+ "test_slue_scores": {
8
+ "0": {
9
+ "precision": 0.8186160283231413,
10
+ "recall": 1.0,
11
+ "fscore": 0.9002626344143112
12
+ },
13
+ "DATETIME": {
14
+ "precision": 0.0,
15
+ "recall": 0.0,
16
+ "fscore": 0.0
17
+ },
18
+ "DISEASESYMTOM": {
19
+ "precision": 0.0,
20
+ "recall": 0.0,
21
+ "fscore": 0.0
22
+ },
23
+ "ORGAN": {
24
+ "precision": 0.0,
25
+ "recall": 0.0,
26
+ "fscore": 0.0
27
+ },
28
+ "DRUGCHEMICAL": {
29
+ "precision": 0.0,
30
+ "recall": 0.0,
31
+ "fscore": 0.0
32
+ },
33
+ "AGE": {
34
+ "precision": 0.0,
35
+ "recall": 0.0,
36
+ "fscore": 0.0
37
+ },
38
+ "LOCATION": {
39
+ "precision": 0.0,
40
+ "recall": 0.0,
41
+ "fscore": 0.0
42
+ },
43
+ "SURGERY": {
44
+ "precision": 0.0,
45
+ "recall": 0.0,
46
+ "fscore": 0.0
47
+ },
48
+ "OCCUPATION": {
49
+ "precision": 0.0,
50
+ "recall": 0.0,
51
+ "fscore": 0.0
52
+ },
53
+ "MEDDEVICETECHNIQUE": {
54
+ "precision": 0.0,
55
+ "recall": 0.0,
56
+ "fscore": 0.0
57
+ },
58
+ "TREATMENT": {
59
+ "precision": 0.0,
60
+ "recall": 0.0,
61
+ "fscore": 0.0
62
+ },
63
+ "DIAGNOSTICS": {
64
+ "precision": 0.0,
65
+ "recall": 0.0,
66
+ "fscore": 0.0
67
+ },
68
+ "UNITCALIBRATOR": {
69
+ "precision": 0.0,
70
+ "recall": 0.0,
71
+ "fscore": 0.0
72
+ },
73
+ "GENDER": {
74
+ "precision": 0.0,
75
+ "recall": 0.0,
76
+ "fscore": 0.0
77
+ },
78
+ "ORGANIZATION": {
79
+ "precision": 0.0,
80
+ "recall": 0.0,
81
+ "fscore": 0.0
82
+ },
83
+ "PERSONALCARE": {
84
+ "precision": 0.0,
85
+ "recall": 0.0,
86
+ "fscore": 0.0
87
+ },
88
+ "FOODDRINK": {
89
+ "precision": 0.0,
90
+ "recall": 0.0,
91
+ "fscore": 0.0
92
+ },
93
+ "TRANSPORTATION": {
94
+ "precision": 0.0,
95
+ "recall": 0.0,
96
+ "fscore": 0.0
97
+ },
98
+ "PREVENTIVEMED": {
99
+ "precision": 0.0,
100
+ "recall": 0.0,
101
+ "fscore": 0.0
102
+ },
103
+ "overall_micro": {
104
+ "precision": 0.8186160283231413,
105
+ "recall": 0.8186160283231413,
106
+ "fscore": 0.8186160283231413
107
+ },
108
+ "overall_macro": {
109
+ "precision": 0.043085054122270594,
110
+ "recall": 0.05263157894736842,
111
+ "fscore": 0.04738224391654269
112
+ }
113
+ },
114
+ "test_dummy_slue_scores": {
115
+ "0": {
116
+ "precision": 0.8186160283231413,
117
+ "recall": 1.0,
118
+ "fscore": 0.9002626344143112
119
+ },
120
+ "DATETIME": {
121
+ "precision": 0.0,
122
+ "recall": 0.0,
123
+ "fscore": 0.0
124
+ },
125
+ "DISEASESYMTOM": {
126
+ "precision": 0.0,
127
+ "recall": 0.0,
128
+ "fscore": 0.0
129
+ },
130
+ "ORGAN": {
131
+ "precision": 0.0,
132
+ "recall": 0.0,
133
+ "fscore": 0.0
134
+ },
135
+ "DRUGCHEMICAL": {
136
+ "precision": 0.0,
137
+ "recall": 0.0,
138
+ "fscore": 0.0
139
+ },
140
+ "AGE": {
141
+ "precision": 0.0,
142
+ "recall": 0.0,
143
+ "fscore": 0.0
144
+ },
145
+ "LOCATION": {
146
+ "precision": 0.0,
147
+ "recall": 0.0,
148
+ "fscore": 0.0
149
+ },
150
+ "SURGERY": {
151
+ "precision": 0.0,
152
+ "recall": 0.0,
153
+ "fscore": 0.0
154
+ },
155
+ "OCCUPATION": {
156
+ "precision": 0.0,
157
+ "recall": 0.0,
158
+ "fscore": 0.0
159
+ },
160
+ "MEDDEVICETECHNIQUE": {
161
+ "precision": 0.0,
162
+ "recall": 0.0,
163
+ "fscore": 0.0
164
+ },
165
+ "TREATMENT": {
166
+ "precision": 0.0,
167
+ "recall": 0.0,
168
+ "fscore": 0.0
169
+ },
170
+ "DIAGNOSTICS": {
171
+ "precision": 0.0,
172
+ "recall": 0.0,
173
+ "fscore": 0.0
174
+ },
175
+ "UNITCALIBRATOR": {
176
+ "precision": 0.0,
177
+ "recall": 0.0,
178
+ "fscore": 0.0
179
+ },
180
+ "GENDER": {
181
+ "precision": 0.0,
182
+ "recall": 0.0,
183
+ "fscore": 0.0
184
+ },
185
+ "ORGANIZATION": {
186
+ "precision": 0.0,
187
+ "recall": 0.0,
188
+ "fscore": 0.0
189
+ },
190
+ "PERSONALCARE": {
191
+ "precision": 0.0,
192
+ "recall": 0.0,
193
+ "fscore": 0.0
194
+ },
195
+ "FOODDRINK": {
196
+ "precision": 0.0,
197
+ "recall": 0.0,
198
+ "fscore": 0.0
199
+ },
200
+ "TRANSPORTATION": {
201
+ "precision": 0.0,
202
+ "recall": 0.0,
203
+ "fscore": 0.0
204
+ },
205
+ "PREVENTIVEMED": {
206
+ "precision": 0.0,
207
+ "recall": 0.0,
208
+ "fscore": 0.0
209
+ },
210
+ "overall_micro": {
211
+ "precision": 0.8186160283231413,
212
+ "recall": 0.8186160283231413,
213
+ "fscore": 0.8186160283231413
214
+ },
215
+ "overall_macro": {
216
+ "precision": 0.043085054122270594,
217
+ "recall": 0.05263157894736842,
218
+ "fscore": 0.04738224391654269
219
+ }
220
+ },
221
+ "test_results": {
222
+ "AGE": {
223
+ "precision": 0.0,
224
+ "recall": 0.0,
225
+ "f1-score": 0.0,
226
+ "support": 0
227
+ },
228
+ "DATETIME": {
229
+ "precision": 0.0,
230
+ "recall": 0.0,
231
+ "f1-score": 0.0,
232
+ "support": 0
233
+ },
234
+ "DIAGNOSTICS": {
235
+ "precision": 0.0,
236
+ "recall": 0.0,
237
+ "f1-score": 0.0,
238
+ "support": 0
239
+ },
240
+ "DISEASESYMTOM": {
241
+ "precision": 0.0,
242
+ "recall": 0.0,
243
+ "f1-score": 0.0,
244
+ "support": 0
245
+ },
246
+ "DRUGCHEMICAL": {
247
+ "precision": 0.0,
248
+ "recall": 0.0,
249
+ "f1-score": 0.0,
250
+ "support": 0
251
+ },
252
+ "FOODDRINK": {
253
+ "precision": 0.0,
254
+ "recall": 0.0,
255
+ "f1-score": 0.0,
256
+ "support": 0
257
+ },
258
+ "GENDER": {
259
+ "precision": 0.0,
260
+ "recall": 0.0,
261
+ "f1-score": 0.0,
262
+ "support": 0
263
+ },
264
+ "LOCATION": {
265
+ "precision": 0.0,
266
+ "recall": 0.0,
267
+ "f1-score": 0.0,
268
+ "support": 0
269
+ },
270
+ "MEDDEVICETECHNIQUE": {
271
+ "precision": 0.0,
272
+ "recall": 0.0,
273
+ "f1-score": 0.0,
274
+ "support": 0
275
+ },
276
+ "OCCUPATION": {
277
+ "precision": 0.0,
278
+ "recall": 0.0,
279
+ "f1-score": 0.0,
280
+ "support": 0
281
+ },
282
+ "ORGAN": {
283
+ "precision": 0.0,
284
+ "recall": 0.0,
285
+ "f1-score": 0.0,
286
+ "support": 0
287
+ },
288
+ "ORGANIZATION": {
289
+ "precision": 0.0,
290
+ "recall": 0.0,
291
+ "f1-score": 0.0,
292
+ "support": 0
293
+ },
294
+ "PERSONALCARE": {
295
+ "precision": 0.0,
296
+ "recall": 0.0,
297
+ "f1-score": 0.0,
298
+ "support": 0
299
+ },
300
+ "PREVENTIVEMED": {
301
+ "precision": 0.0,
302
+ "recall": 0.0,
303
+ "f1-score": 0.0,
304
+ "support": 0
305
+ },
306
+ "SURGERY": {
307
+ "precision": 0.0,
308
+ "recall": 0.0,
309
+ "f1-score": 0.0,
310
+ "support": 0
311
+ },
312
+ "TRANSPORTATION": {
313
+ "precision": 0.0,
314
+ "recall": 0.0,
315
+ "f1-score": 0.0,
316
+ "support": 0
317
+ },
318
+ "TREATMENT": {
319
+ "precision": 0.0,
320
+ "recall": 0.0,
321
+ "f1-score": 0.0,
322
+ "support": 0
323
+ },
324
+ "UNITCALIBRATOR": {
325
+ "precision": 0.0,
326
+ "recall": 0.0,
327
+ "f1-score": 0.0,
328
+ "support": 0
329
+ },
330
+ "_": {
331
+ "precision": 0.0,
332
+ "recall": 0.0,
333
+ "f1-score": 0.0,
334
+ "support": 0
335
+ },
336
+ "micro avg": {
337
+ "precision": 0.0,
338
+ "recall": 0.0,
339
+ "f1-score": 0.0,
340
+ "support": 0
341
+ },
342
+ "macro avg": {
343
+ "precision": 0.0,
344
+ "recall": 0.0,
345
+ "f1-score": 0.0,
346
+ "support": 0
347
+ },
348
+ "weighted avg": {
349
+ "precision": 0.0,
350
+ "recall": 0.0,
351
+ "f1-score": 0.0,
352
+ "support": 0
353
+ }
354
+ },
355
+ "test_runtime": 115.8937,
356
+ "test_samples_per_second": 30.174,
357
+ "test_steps_per_second": 0.242
358
+ }
config.json ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "VietAI/vit5-base",
3
+ "architectures": [
4
+ "T5ForConditionalGeneration"
5
+ ],
6
+ "d_ff": 3072,
7
+ "d_kv": 64,
8
+ "d_model": 768,
9
+ "decoder_start_token_id": 0,
10
+ "dense_act_fn": "relu",
11
+ "dropout_rate": 0.1,
12
+ "eos_token_id": 1,
13
+ "feed_forward_proj": "relu",
14
+ "initializer_factor": 1.0,
15
+ "is_encoder_decoder": true,
16
+ "is_gated_act": false,
17
+ "layer_norm_epsilon": 1e-06,
18
+ "model_type": "t5",
19
+ "n_positions": 512,
20
+ "num_decoder_layers": 12,
21
+ "num_heads": 12,
22
+ "num_layers": 12,
23
+ "output_past": true,
24
+ "pad_token_id": 0,
25
+ "relative_attention_max_distance": 128,
26
+ "relative_attention_num_buckets": 32,
27
+ "torch_dtype": "float32",
28
+ "transformers_version": "4.32.0.dev0",
29
+ "use_cache": true,
30
+ "vocab_size": 36096
31
+ }
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b37517ac701641c8a18c3bb21e9e71dbe92eab8b61f1c0cfc657c014f69f5f47
3
+ size 903893070
runs/May29_10-12-23_labserver/events.out.tfevents.1716977562.labserver.1304610.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e68426b4cd881ce0d59d4a977b201b8ae73b4fdb2abfeef9f800eeebe728d593
3
+ size 4474
runs/May29_10-13-41_labserver/events.out.tfevents.1716977626.labserver.1304610.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5f474f97f587790bfd9a558785b6fd2803f0015b60adda121504f590d52cdc9d
3
+ size 4320
runs/May29_12-40-41_labserver/events.out.tfevents.1716986446.labserver.2018182.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:32129dac5fddd79745413d7110ffed07742a06cc01ef6ebebee88b4fe4e7120b
3
+ size 4782
runs/May29_12-42-29_labserver/events.out.tfevents.1716986552.labserver.2022953.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f853b1bb758b517ec42cbb560800cf5d43a40c55e928bd5427508399525dd47d
3
+ size 5399
runs/May29_16-46-16_labserver/events.out.tfevents.1717001180.labserver.2252645.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3047f36503c9be9ea34ecb11562ed77efd1979cb5689cefa5f756a9fdd02ba14
3
+ size 4320
runs/May29_16-47-09_labserver/events.out.tfevents.1717001232.labserver.2254759.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:76a7eaaaed28d54ab4089a1e558bfe52ceb23abc7272b73f9fa390f5e77dfae1
3
+ size 4320
runs/May29_16-47-50_labserver/events.out.tfevents.1717001274.labserver.2256391.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:20dc46731e0fc9b1105da0b2c62bcfb87704c22b8b9599880b1646810404bb2d
3
+ size 4935
test_results.json ADDED
@@ -0,0 +1,364 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "test_loss": 6.746676445007324,
3
+ "test_precision": 0.0,
4
+ "test_recall": 0.0,
5
+ "test_f1": 0.0,
6
+ "test_accuracy": 0.1581976182813003,
7
+ "test_slue_scores": {
8
+ "0": {
9
+ "precision": 0.0,
10
+ "recall": 0.0,
11
+ "fscore": 0.0
12
+ },
13
+ "DATETIME": {
14
+ "precision": 0.0,
15
+ "recall": 0.0,
16
+ "fscore": 0.0
17
+ },
18
+ "DISEASESYMTOM": {
19
+ "precision": 0.0,
20
+ "recall": 0.0,
21
+ "fscore": 0.0
22
+ },
23
+ "ORGAN": {
24
+ "precision": 0.0,
25
+ "recall": 0.0,
26
+ "fscore": 0.0
27
+ },
28
+ "DRUGCHEMICAL": {
29
+ "precision": 0.0,
30
+ "recall": 0.0,
31
+ "fscore": 0.0
32
+ },
33
+ "AGE": {
34
+ "precision": 0.0,
35
+ "recall": 0.0,
36
+ "fscore": 0.0
37
+ },
38
+ "LOCATION": {
39
+ "precision": 0.0,
40
+ "recall": 0.0,
41
+ "fscore": 0.0
42
+ },
43
+ "SURGERY": {
44
+ "precision": 0.0,
45
+ "recall": 0.0,
46
+ "fscore": 0.0
47
+ },
48
+ "OCCUPATION": {
49
+ "precision": 0.0,
50
+ "recall": 0.0,
51
+ "fscore": 0.0
52
+ },
53
+ "MEDDEVICETECHNIQUE": {
54
+ "precision": 0.0,
55
+ "recall": 0.0,
56
+ "fscore": 0.0
57
+ },
58
+ "TREATMENT": {
59
+ "precision": 0.0,
60
+ "recall": 0.0,
61
+ "fscore": 0.0
62
+ },
63
+ "DIAGNOSTICS": {
64
+ "precision": 0.0,
65
+ "recall": 0.0,
66
+ "fscore": 0.0
67
+ },
68
+ "UNITCALIBRATOR": {
69
+ "precision": 0.0,
70
+ "recall": 0.0,
71
+ "fscore": 0.0
72
+ },
73
+ "GENDER": {
74
+ "precision": 0.0,
75
+ "recall": 0.0,
76
+ "fscore": 0.0
77
+ },
78
+ "ORGANIZATION": {
79
+ "precision": 0.0,
80
+ "recall": 0.0,
81
+ "fscore": 0.0
82
+ },
83
+ "PERSONALCARE": {
84
+ "precision": 0.0,
85
+ "recall": 0.0,
86
+ "fscore": 0.0
87
+ },
88
+ "FOODDRINK": {
89
+ "precision": 0.0,
90
+ "recall": 0.0,
91
+ "fscore": 0.0
92
+ },
93
+ "TRANSPORTATION": {
94
+ "precision": 0.0,
95
+ "recall": 0.0,
96
+ "fscore": 0.0
97
+ },
98
+ "PREVENTIVEMED": {
99
+ "precision": 0.0,
100
+ "recall": 0.0,
101
+ "fscore": 0.0
102
+ },
103
+ "overall_micro": {
104
+ "precision": 0.0,
105
+ "recall": 0.0,
106
+ "fscore": 0.0
107
+ },
108
+ "overall_macro": {
109
+ "precision": 0.0,
110
+ "recall": 0.0,
111
+ "fscore": 0.0
112
+ }
113
+ },
114
+ "test_dummy_slue_scores": {
115
+ "0": {
116
+ "precision": 0.0,
117
+ "recall": 0.0,
118
+ "fscore": 0.0
119
+ },
120
+ "DATETIME": {
121
+ "precision": 0.0,
122
+ "recall": 0.0,
123
+ "fscore": 0.0
124
+ },
125
+ "DISEASESYMTOM": {
126
+ "precision": 0.0,
127
+ "recall": 0.0,
128
+ "fscore": 0.0
129
+ },
130
+ "ORGAN": {
131
+ "precision": 0.0,
132
+ "recall": 0.0,
133
+ "fscore": 0.0
134
+ },
135
+ "DRUGCHEMICAL": {
136
+ "precision": 0.0,
137
+ "recall": 0.0,
138
+ "fscore": 0.0
139
+ },
140
+ "AGE": {
141
+ "precision": 0.0,
142
+ "recall": 0.0,
143
+ "fscore": 0.0
144
+ },
145
+ "LOCATION": {
146
+ "precision": 0.0,
147
+ "recall": 0.0,
148
+ "fscore": 0.0
149
+ },
150
+ "SURGERY": {
151
+ "precision": 0.0,
152
+ "recall": 0.0,
153
+ "fscore": 0.0
154
+ },
155
+ "OCCUPATION": {
156
+ "precision": 0.0,
157
+ "recall": 0.0,
158
+ "fscore": 0.0
159
+ },
160
+ "MEDDEVICETECHNIQUE": {
161
+ "precision": 0.0,
162
+ "recall": 0.0,
163
+ "fscore": 0.0
164
+ },
165
+ "TREATMENT": {
166
+ "precision": 0.0,
167
+ "recall": 0.0,
168
+ "fscore": 0.0
169
+ },
170
+ "DIAGNOSTICS": {
171
+ "precision": 0.0,
172
+ "recall": 0.0,
173
+ "fscore": 0.0
174
+ },
175
+ "UNITCALIBRATOR": {
176
+ "precision": 0.0,
177
+ "recall": 0.0,
178
+ "fscore": 0.0
179
+ },
180
+ "GENDER": {
181
+ "precision": 0.0,
182
+ "recall": 0.0,
183
+ "fscore": 0.0
184
+ },
185
+ "ORGANIZATION": {
186
+ "precision": 0.0,
187
+ "recall": 0.0,
188
+ "fscore": 0.0
189
+ },
190
+ "PERSONALCARE": {
191
+ "precision": 0.0,
192
+ "recall": 0.0,
193
+ "fscore": 0.0
194
+ },
195
+ "FOODDRINK": {
196
+ "precision": 0.0,
197
+ "recall": 0.0,
198
+ "fscore": 0.0
199
+ },
200
+ "TRANSPORTATION": {
201
+ "precision": 0.0,
202
+ "recall": 0.0,
203
+ "fscore": 0.0
204
+ },
205
+ "PREVENTIVEMED": {
206
+ "precision": 0.0,
207
+ "recall": 0.0,
208
+ "fscore": 0.0
209
+ },
210
+ "overall_micro": {
211
+ "precision": 0.0,
212
+ "recall": 0.0,
213
+ "fscore": 0.0
214
+ },
215
+ "overall_macro": {
216
+ "precision": 0.0,
217
+ "recall": 0.0,
218
+ "fscore": 0.0
219
+ }
220
+ },
221
+ "test_results": {
222
+ "AGE": {
223
+ "precision": 0.0,
224
+ "recall": 0.0,
225
+ "f1-score": 0.0,
226
+ "support": 0
227
+ },
228
+ "DATETIME": {
229
+ "precision": 0.0,
230
+ "recall": 0.0,
231
+ "f1-score": 0.0,
232
+ "support": 0
233
+ },
234
+ "DIAGNOSTICS": {
235
+ "precision": 0.0,
236
+ "recall": 0.0,
237
+ "f1-score": 0.0,
238
+ "support": 0
239
+ },
240
+ "DISEASESYMTOM": {
241
+ "precision": 0.0,
242
+ "recall": 0.0,
243
+ "f1-score": 0.0,
244
+ "support": 0
245
+ },
246
+ "DRUGCHEMICAL": {
247
+ "precision": 0.0,
248
+ "recall": 0.0,
249
+ "f1-score": 0.0,
250
+ "support": 0
251
+ },
252
+ "FOODDRINK": {
253
+ "precision": 0.0,
254
+ "recall": 0.0,
255
+ "f1-score": 0.0,
256
+ "support": 0
257
+ },
258
+ "GENDER": {
259
+ "precision": 0.0,
260
+ "recall": 0.0,
261
+ "f1-score": 0.0,
262
+ "support": 0
263
+ },
264
+ "LOCATION": {
265
+ "precision": 0.0,
266
+ "recall": 0.0,
267
+ "f1-score": 0.0,
268
+ "support": 0
269
+ },
270
+ "MEDDEVICETECHNIQUE": {
271
+ "precision": 0.0,
272
+ "recall": 0.0,
273
+ "f1-score": 0.0,
274
+ "support": 0
275
+ },
276
+ "OCCUPATION": {
277
+ "precision": 0.0,
278
+ "recall": 0.0,
279
+ "f1-score": 0.0,
280
+ "support": 0
281
+ },
282
+ "ORGAN": {
283
+ "precision": 0.0,
284
+ "recall": 0.0,
285
+ "f1-score": 0.0,
286
+ "support": 0
287
+ },
288
+ "ORGANIZATION": {
289
+ "precision": 0.0,
290
+ "recall": 0.0,
291
+ "f1-score": 0.0,
292
+ "support": 0
293
+ },
294
+ "PERSONALCARE": {
295
+ "precision": 0.0,
296
+ "recall": 0.0,
297
+ "f1-score": 0.0,
298
+ "support": 0
299
+ },
300
+ "PREVENTIVEMED": {
301
+ "precision": 0.0,
302
+ "recall": 0.0,
303
+ "f1-score": 0.0,
304
+ "support": 0
305
+ },
306
+ "SURGERY": {
307
+ "precision": 0.0,
308
+ "recall": 0.0,
309
+ "f1-score": 0.0,
310
+ "support": 0
311
+ },
312
+ "TRANSPORTATION": {
313
+ "precision": 0.0,
314
+ "recall": 0.0,
315
+ "f1-score": 0.0,
316
+ "support": 0
317
+ },
318
+ "TREATMENT": {
319
+ "precision": 0.0,
320
+ "recall": 0.0,
321
+ "f1-score": 0.0,
322
+ "support": 0
323
+ },
324
+ "UNITCALIBRATOR": {
325
+ "precision": 0.0,
326
+ "recall": 0.0,
327
+ "f1-score": 0.0,
328
+ "support": 0
329
+ },
330
+ "_": {
331
+ "precision": 0.0,
332
+ "recall": 0.0,
333
+ "f1-score": 0.0,
334
+ "support": 0
335
+ },
336
+ "um": {
337
+ "precision": 0.0,
338
+ "recall": 0.0,
339
+ "f1-score": 0.0,
340
+ "support": 3497
341
+ },
342
+ "micro avg": {
343
+ "precision": 0.0,
344
+ "recall": 0.0,
345
+ "f1-score": 0.0,
346
+ "support": 3497
347
+ },
348
+ "macro avg": {
349
+ "precision": 0.0,
350
+ "recall": 0.0,
351
+ "f1-score": 0.0,
352
+ "support": 3497
353
+ },
354
+ "weighted avg": {
355
+ "precision": 0.0,
356
+ "recall": 0.0,
357
+ "f1-score": 0.0,
358
+ "support": 3497
359
+ }
360
+ },
361
+ "test_runtime": 114.6795,
362
+ "test_samples_per_second": 30.494,
363
+ "test_steps_per_second": 0.244
364
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9a7a04e18a326f8ba5c5c56a4bb4aa962d0f6133945281c90c390c952041e6d6
3
+ size 4600