Hugging Face's logo

MayBashendy
/
ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k9_task3_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Model card Files
xet
 Community
MayBashendy commited on
Commit
6e8ee2d
·
verified ·
1 Parent(s): 93a0d19

End of training

Browse files
Files changed (1) hide show
  1. README.md +261 -285
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k8_task3_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k8_task3_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
- - Loss: 0.7949
19
- - Qwk: 0.0308
20
- - Mse: 0.7949
21
- - Rmse: 0.8916
22
 
23
  ## Model description
24
 
@@ -49,285 +49,261 @@ The following hyperparameters were used during training:
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
- | No log | 0.0488 | 2 | 3.9204 | 0.0103 | 3.9204 | 1.9800 |
53
- | No log | 0.0976 | 4 | 2.1228 | -0.0302 | 2.1228 | 1.4570 |
54
- | No log | 0.1463 | 6 | 1.6873 | 0.0172 | 1.6873 | 1.2989 |
55
- | No log | 0.1951 | 8 | 1.0503 | -0.0117 | 1.0503 | 1.0249 |
56
- | No log | 0.2439 | 10 | 0.7613 | -0.0725 | 0.7613 | 0.8725 |
57
- | No log | 0.2927 | 12 | 0.7422 | -0.0160 | 0.7422 | 0.8615 |
58
- | No log | 0.3415 | 14 | 0.9588 | 0.0819 | 0.9588 | 0.9792 |
59
- | No log | 0.3902 | 16 | 1.3408 | 0.0 | 1.3408 | 1.1579 |
60
- | No log | 0.4390 | 18 | 1.0502 | 0.0683 | 1.0502 | 1.0248 |
61
- | No log | 0.4878 | 20 | 0.7083 | -0.0035 | 0.7083 | 0.8416 |
62
- | No log | 0.5366 | 22 | 0.7302 | 0.0 | 0.7302 | 0.8545 |
63
- | No log | 0.5854 | 24 | 0.7299 | 0.0460 | 0.7299 | 0.8544 |
64
- | No log | 0.6341 | 26 | 0.7901 | -0.0801 | 0.7901 | 0.8889 |
65
- | No log | 0.6829 | 28 | 0.8688 | -0.1682 | 0.8688 | 0.9321 |
66
- | No log | 0.7317 | 30 | 0.9056 | -0.0532 | 0.9056 | 0.9517 |
67
- | No log | 0.7805 | 32 | 0.9327 | -0.0821 | 0.9327 | 0.9658 |
68
- | No log | 0.8293 | 34 | 0.9791 | -0.0517 | 0.9791 | 0.9895 |
69
- | No log | 0.8780 | 36 | 0.9307 | -0.1077 | 0.9307 | 0.9647 |
70
- | No log | 0.9268 | 38 | 0.8751 | -0.1051 | 0.8751 | 0.9355 |
71
- | No log | 0.9756 | 40 | 0.7779 | -0.0118 | 0.7779 | 0.8820 |
72
- | No log | 1.0244 | 42 | 0.8974 | 0.0946 | 0.8974 | 0.9473 |
73
- | No log | 1.0732 | 44 | 0.8219 | 0.0748 | 0.8219 | 0.9066 |
74
- | No log | 1.1220 | 46 | 0.7469 | -0.0032 | 0.7469 | 0.8643 |
75
- | No log | 1.1707 | 48 | 0.8664 | -0.0016 | 0.8664 | 0.9308 |
76
- | No log | 1.2195 | 50 | 0.8570 | 0.1428 | 0.8570 | 0.9257 |
77
- | No log | 1.2683 | 52 | 0.8146 | -0.0391 | 0.8146 | 0.9025 |
78
- | No log | 1.3171 | 54 | 0.9526 | 0.0946 | 0.9526 | 0.9760 |
79
- | No log | 1.3659 | 56 | 0.8327 | 0.1051 | 0.8327 | 0.9125 |
80
- | No log | 1.4146 | 58 | 1.1236 | 0.0525 | 1.1236 | 1.0600 |
81
- | No log | 1.4634 | 60 | 0.9710 | 0.0415 | 0.9710 | 0.9854 |
82
- | No log | 1.5122 | 62 | 0.8158 | 0.0465 | 0.8158 | 0.9032 |
83
- | No log | 1.5610 | 64 | 0.9742 | 0.0576 | 0.9742 | 0.9870 |
84
- | No log | 1.6098 | 66 | 0.8163 | 0.1324 | 0.8163 | 0.9035 |
85
- | No log | 1.6585 | 68 | 1.0304 | 0.0101 | 1.0304 | 1.0151 |
86
- | No log | 1.7073 | 70 | 1.2324 | 0.0293 | 1.2324 | 1.1101 |
87
- | No log | 1.7561 | 72 | 0.9874 | 0.0027 | 0.9874 | 0.9937 |
88
- | No log | 1.8049 | 74 | 0.8805 | 0.1432 | 0.8805 | 0.9384 |
89
- | No log | 1.8537 | 76 | 0.9393 | 0.1789 | 0.9393 | 0.9692 |
90
- | No log | 1.9024 | 78 | 1.2647 | 0.1046 | 1.2647 | 1.1246 |
91
- | No log | 1.9512 | 80 | 1.2750 | 0.0496 | 1.2750 | 1.1292 |
92
- | No log | 2.0 | 82 | 0.9076 | 0.0494 | 0.9076 | 0.9527 |
93
- | No log | 2.0488 | 84 | 0.9160 | 0.0927 | 0.9160 | 0.9571 |
94
- | No log | 2.0976 | 86 | 0.9233 | 0.0927 | 0.9233 | 0.9609 |
95
- | No log | 2.1463 | 88 | 0.9051 | 0.1339 | 0.9051 | 0.9514 |
96
- | No log | 2.1951 | 90 | 1.0406 | 0.0111 | 1.0406 | 1.0201 |
97
- | No log | 2.2439 | 92 | 0.8911 | 0.0623 | 0.8911 | 0.9440 |
98
- | No log | 2.2927 | 94 | 0.8249 | -0.0241 | 0.8249 | 0.9082 |
99
- | No log | 2.3415 | 96 | 0.8139 | -0.0686 | 0.8139 | 0.9022 |
100
- | No log | 2.3902 | 98 | 0.8316 | 0.0833 | 0.8316 | 0.9119 |
101
- | No log | 2.4390 | 100 | 0.8689 | -0.0251 | 0.8689 | 0.9321 |
102
- | No log | 2.4878 | 102 | 0.8949 | -0.0271 | 0.8949 | 0.9460 |
103
- | No log | 2.5366 | 104 | 0.8995 | 0.0549 | 0.8995 | 0.9484 |
104
- | No log | 2.5854 | 106 | 0.9465 | 0.0483 | 0.9465 | 0.9729 |
105
- | No log | 2.6341 | 108 | 1.0255 | 0.1005 | 1.0255 | 1.0127 |
106
- | No log | 2.6829 | 110 | 0.9665 | 0.0494 | 0.9665 | 0.9831 |
107
- | No log | 2.7317 | 112 | 1.0715 | 0.0639 | 1.0715 | 1.0352 |
108
- | No log | 2.7805 | 114 | 0.9997 | 0.1179 | 0.9997 | 0.9999 |
109
- | No log | 2.8293 | 116 | 0.9612 | 0.1834 | 0.9612 | 0.9804 |
110
- | No log | 2.8780 | 118 | 1.0231 | 0.1192 | 1.0231 | 1.0115 |
111
- | No log | 2.9268 | 120 | 0.9629 | 0.1733 | 0.9629 | 0.9813 |
112
- | No log | 2.9756 | 122 | 1.0101 | 0.0120 | 1.0101 | 1.0051 |
113
- | No log | 3.0244 | 124 | 0.9298 | 0.1091 | 0.9298 | 0.9643 |
114
- | No log | 3.0732 | 126 | 1.0431 | 0.0723 | 1.0431 | 1.0213 |
115
- | No log | 3.1220 | 128 | 1.0024 | 0.0428 | 1.0024 | 1.0012 |
116
- | No log | 3.1707 | 130 | 0.9044 | 0.0681 | 0.9044 | 0.9510 |
117
- | No log | 3.2195 | 132 | 0.8436 | 0.0538 | 0.8436 | 0.9185 |
118
- | No log | 3.2683 | 134 | 0.8761 | 0.0041 | 0.8761 | 0.9360 |
119
- | No log | 3.3171 | 136 | 0.7466 | 0.2252 | 0.7466 | 0.8641 |
120
- | No log | 3.3659 | 138 | 0.8965 | -0.0187 | 0.8965 | 0.9468 |
121
- | No log | 3.4146 | 140 | 0.8934 | 0.0767 | 0.8934 | 0.9452 |
122
- | No log | 3.4634 | 142 | 0.7473 | 0.1951 | 0.7473 | 0.8645 |
123
- | No log | 3.5122 | 144 | 0.7629 | 0.1196 | 0.7629 | 0.8734 |
124
- | No log | 3.5610 | 146 | 0.8093 | 0.1868 | 0.8093 | 0.8996 |
125
- | No log | 3.6098 | 148 | 0.8588 | 0.0699 | 0.8588 | 0.9267 |
126
- | No log | 3.6585 | 150 | 0.7927 | 0.1372 | 0.7927 | 0.8904 |
127
- | No log | 3.7073 | 152 | 0.7865 | -0.0145 | 0.7865 | 0.8868 |
128
- | No log | 3.7561 | 154 | 0.7809 | 0.0412 | 0.7809 | 0.8837 |
129
- | No log | 3.8049 | 156 | 0.7881 | -0.0118 | 0.7881 | 0.8878 |
130
- | No log | 3.8537 | 158 | 0.7714 | -0.0059 | 0.7714 | 0.8783 |
131
- | No log | 3.9024 | 160 | 0.8704 | 0.0303 | 0.8704 | 0.9330 |
132
- | No log | 3.9512 | 162 | 0.8582 | 0.1036 | 0.8582 | 0.9264 |
133
- | No log | 4.0 | 164 | 0.8292 | 0.1561 | 0.8292 | 0.9106 |
134
- | No log | 4.0488 | 166 | 0.9894 | 0.0627 | 0.9894 | 0.9947 |
135
- | No log | 4.0976 | 168 | 0.8616 | 0.0538 | 0.8616 | 0.9282 |
136
- | No log | 4.1463 | 170 | 0.9188 | 0.1078 | 0.9188 | 0.9586 |
137
- | No log | 4.1951 | 172 | 0.8963 | -0.0039 | 0.8963 | 0.9467 |
138
- | No log | 4.2439 | 174 | 0.7523 | -0.0033 | 0.7523 | 0.8674 |
139
- | No log | 4.2927 | 176 | 0.8618 | 0.0442 | 0.8618 | 0.9283 |
140
- | No log | 4.3415 | 178 | 0.8303 | 0.0512 | 0.8303 | 0.9112 |
141
- | No log | 4.3902 | 180 | 0.7855 | 0.0814 | 0.7855 | 0.8863 |
142
- | No log | 4.4390 | 182 | 0.7817 | 0.1453 | 0.7817 | 0.8841 |
143
- | No log | 4.4878 | 184 | 0.8512 | 0.1048 | 0.8512 | 0.9226 |
144
- | No log | 4.5366 | 186 | 0.8865 | 0.0016 | 0.8865 | 0.9415 |
145
- | No log | 4.5854 | 188 | 0.8198 | 0.1144 | 0.8198 | 0.9054 |
146
- | No log | 4.6341 | 190 | 0.7969 | 0.1722 | 0.7969 | 0.8927 |
147
- | No log | 4.6829 | 192 | 0.7595 | 0.1304 | 0.7595 | 0.8715 |
148
- | No log | 4.7317 | 194 | 0.7159 | 0.0814 | 0.7159 | 0.8461 |
149
- | No log | 4.7805 | 196 | 0.6953 | 0.0814 | 0.6953 | 0.8338 |
150
- | No log | 4.8293 | 198 | 0.7126 | 0.1691 | 0.7126 | 0.8441 |
151
- | No log | 4.8780 | 200 | 0.6955 | 0.0814 | 0.6955 | 0.8340 |
152
- | No log | 4.9268 | 202 | 0.7509 | 0.0639 | 0.7509 | 0.8665 |
153
- | No log | 4.9756 | 204 | 0.7863 | 0.0768 | 0.7863 | 0.8868 |
154
- | No log | 5.0244 | 206 | 0.9284 | 0.0391 | 0.9284 | 0.9635 |
155
- | No log | 5.0732 | 208 | 1.0255 | 0.0175 | 1.0255 | 1.0127 |
156
- | No log | 5.1220 | 210 | 0.8544 | 0.1379 | 0.8544 | 0.9243 |
157
- | No log | 5.1707 | 212 | 0.8036 | 0.0680 | 0.8036 | 0.8964 |
158
- | No log | 5.2195 | 214 | 0.7847 | 0.0247 | 0.7847 | 0.8858 |
159
- | No log | 5.2683 | 216 | 0.8540 | 0.1079 | 0.8540 | 0.9241 |
160
- | No log | 5.3171 | 218 | 0.9255 | 0.1450 | 0.9255 | 0.9620 |
161
- | No log | 5.3659 | 220 | 0.7980 | 0.0893 | 0.7980 | 0.8933 |
162
- | No log | 5.4146 | 222 | 0.7915 | 0.1146 | 0.7915 | 0.8897 |
163
- | No log | 5.4634 | 224 | 0.8475 | 0.0525 | 0.8475 | 0.9206 |
164
- | No log | 5.5122 | 226 | 0.8041 | 0.0776 | 0.8041 | 0.8967 |
165
- | No log | 5.5610 | 228 | 0.8093 | 0.0074 | 0.8093 | 0.8996 |
166
- | No log | 5.6098 | 230 | 0.7762 | 0.0814 | 0.7762 | 0.8810 |
167
- | No log | 5.6585 | 232 | 0.7829 | 0.0639 | 0.7829 | 0.8848 |
168
- | No log | 5.7073 | 234 | 0.7400 | 0.1254 | 0.7400 | 0.8603 |
169
- | No log | 5.7561 | 236 | 0.7600 | 0.0622 | 0.7600 | 0.8718 |
170
- | No log | 5.8049 | 238 | 0.7645 | 0.0622 | 0.7645 | 0.8743 |
171
- | No log | 5.8537 | 240 | 0.7433 | -0.0091 | 0.7433 | 0.8622 |
172
- | No log | 5.9024 | 242 | 0.7829 | 0.1146 | 0.7829 | 0.8848 |
173
- | No log | 5.9512 | 244 | 0.7854 | 0.1001 | 0.7854 | 0.8862 |
174
- | No log | 6.0 | 246 | 0.7333 | -0.0091 | 0.7333 | 0.8563 |
175
- | No log | 6.0488 | 248 | 0.7930 | -0.0195 | 0.7930 | 0.8905 |
176
- | No log | 6.0976 | 250 | 0.7443 | -0.0406 | 0.7443 | 0.8627 |
177
- | No log | 6.1463 | 252 | 0.7107 | 0.0460 | 0.7107 | 0.8431 |
178
- | No log | 6.1951 | 254 | 0.7220 | 0.1828 | 0.7220 | 0.8497 |
179
- | No log | 6.2439 | 256 | 0.7046 | -0.0065 | 0.7046 | 0.8394 |
180
- | No log | 6.2927 | 258 | 0.7803 | -0.0226 | 0.7803 | 0.8833 |
181
- | No log | 6.3415 | 260 | 0.7589 | -0.0226 | 0.7589 | 0.8711 |
182
- | No log | 6.3902 | 262 | 0.7330 | 0.0723 | 0.7330 | 0.8562 |
183
- | No log | 6.4390 | 264 | 0.8688 | 0.0316 | 0.8688 | 0.9321 |
184
- | No log | 6.4878 | 266 | 0.8217 | 0.0409 | 0.8217 | 0.9065 |
185
- | No log | 6.5366 | 268 | 0.7218 | 0.1304 | 0.7218 | 0.8496 |
186
- | No log | 6.5854 | 270 | 0.8336 | 0.1426 | 0.8336 | 0.9130 |
187
- | No log | 6.6341 | 272 | 0.8388 | 0.1426 | 0.8388 | 0.9159 |
188
- | No log | 6.6829 | 274 | 0.7924 | 0.0930 | 0.7924 | 0.8902 |
189
- | No log | 6.7317 | 276 | 0.8379 | 0.1449 | 0.8379 | 0.9154 |
190
- | No log | 6.7805 | 278 | 0.9352 | 0.0566 | 0.9352 | 0.9671 |
191
- | No log | 6.8293 | 280 | 0.7943 | 0.1449 | 0.7943 | 0.8912 |
192
- | No log | 6.8780 | 282 | 0.7090 | -0.0065 | 0.7090 | 0.8420 |
193
- | No log | 6.9268 | 284 | 0.7464 | 0.0094 | 0.7464 | 0.8639 |
194
- | No log | 6.9756 | 286 | 0.7202 | -0.0033 | 0.7202 | 0.8487 |
195
- | No log | 7.0244 | 288 | 0.7273 | 0.0334 | 0.7273 | 0.8528 |
196
- | No log | 7.0732 | 290 | 0.7571 | 0.0807 | 0.7571 | 0.8701 |
197
- | No log | 7.1220 | 292 | 0.7642 | 0.0395 | 0.7642 | 0.8742 |
198
- | No log | 7.1707 | 294 | 0.8176 | -0.0248 | 0.8176 | 0.9042 |
199
- | No log | 7.2195 | 296 | 0.9045 | 0.0405 | 0.9045 | 0.9511 |
200
- | No log | 7.2683 | 298 | 0.8367 | 0.0710 | 0.8367 | 0.9147 |
201
- | No log | 7.3171 | 300 | 0.7601 | 0.0926 | 0.7601 | 0.8719 |
202
- | No log | 7.3659 | 302 | 0.8460 | 0.0525 | 0.8460 | 0.9198 |
203
- | No log | 7.4146 | 304 | 0.9186 | 0.0016 | 0.9186 | 0.9584 |
204
- | No log | 7.4634 | 306 | 0.8642 | 0.2254 | 0.8642 | 0.9296 |
205
- | No log | 7.5122 | 308 | 0.9830 | 0.0365 | 0.9830 | 0.9914 |
206
- | No log | 7.5610 | 310 | 1.0046 | 0.0365 | 1.0046 | 1.0023 |
207
- | No log | 7.6098 | 312 | 0.8949 | 0.1037 | 0.8949 | 0.9460 |
208
- | No log | 7.6585 | 314 | 0.8527 | 0.1867 | 0.8527 | 0.9234 |
209
- | No log | 7.7073 | 316 | 0.8347 | 0.1048 | 0.8347 | 0.9136 |
210
- | No log | 7.7561 | 318 | 0.8284 | 0.0690 | 0.8284 | 0.9102 |
211
- | No log | 7.8049 | 320 | 0.8184 | 0.0081 | 0.8184 | 0.9046 |
212
- | No log | 7.8537 | 322 | 0.8399 | -0.0730 | 0.8399 | 0.9164 |
213
- | No log | 7.9024 | 324 | 0.8671 | -0.0268 | 0.8671 | 0.9312 |
214
- | No log | 7.9512 | 326 | 0.8945 | 0.0301 | 0.8945 | 0.9458 |
215
- | No log | 8.0 | 328 | 0.9285 | 0.0490 | 0.9285 | 0.9636 |
216
- | No log | 8.0488 | 330 | 0.8679 | 0.1001 | 0.8679 | 0.9316 |
217
- | No log | 8.0976 | 332 | 0.7825 | -0.0096 | 0.7825 | 0.8846 |
218
- | No log | 8.1463 | 334 | 0.7433 | -0.0062 | 0.7433 | 0.8621 |
219
- | No log | 8.1951 | 336 | 0.7433 | 0.0814 | 0.7433 | 0.8621 |
220
- | No log | 8.2439 | 338 | 0.7975 | 0.1001 | 0.7975 | 0.8930 |
221
- | No log | 8.2927 | 340 | 0.8732 | 0.0525 | 0.8732 | 0.9345 |
222
- | No log | 8.3415 | 342 | 0.8920 | -0.0138 | 0.8920 | 0.9445 |
223
- | No log | 8.3902 | 344 | 1.0341 | 0.0635 | 1.0341 | 1.0169 |
224
- | No log | 8.4390 | 346 | 1.0277 | 0.0903 | 1.0277 | 1.0137 |
225
- | No log | 8.4878 | 348 | 0.9470 | 0.0336 | 0.9470 | 0.9731 |
226
- | No log | 8.5366 | 350 | 0.9156 | 0.0407 | 0.9156 | 0.9569 |
227
- | No log | 8.5854 | 352 | 0.8513 | 0.0476 | 0.8513 | 0.9227 |
228
- | No log | 8.6341 | 354 | 0.7730 | -0.0125 | 0.7730 | 0.8792 |
229
- | No log | 8.6829 | 356 | 0.7891 | -0.0350 | 0.7891 | 0.8883 |
230
- | No log | 8.7317 | 358 | 0.7952 | -0.0350 | 0.7952 | 0.8917 |
231
- | No log | 8.7805 | 360 | 0.7782 | 0.0414 | 0.7782 | 0.8822 |
232
- | No log | 8.8293 | 362 | 0.7954 | 0.0600 | 0.7954 | 0.8918 |
233
- | No log | 8.8780 | 364 | 0.8157 | 0.0611 | 0.8157 | 0.9031 |
234
- | No log | 8.9268 | 366 | 0.7952 | 0.1189 | 0.7952 | 0.8917 |
235
- | No log | 8.9756 | 368 | 0.7923 | 0.1031 | 0.7923 | 0.8901 |
236
- | No log | 9.0244 | 370 | 0.7747 | 0.0889 | 0.7747 | 0.8802 |
237
- | No log | 9.0732 | 372 | 0.7983 | 0.1003 | 0.7983 | 0.8935 |
238
- | No log | 9.1220 | 374 | 0.7981 | 0.1001 | 0.7981 | 0.8934 |
239
- | No log | 9.1707 | 376 | 0.7763 | 0.0732 | 0.7763 | 0.8811 |
240
- | No log | 9.2195 | 378 | 0.7927 | 0.0889 | 0.7927 | 0.8903 |
241
- | No log | 9.2683 | 380 | 0.7813 | 0.0749 | 0.7813 | 0.8839 |
242
- | No log | 9.3171 | 382 | 0.8295 | 0.1449 | 0.8295 | 0.9108 |
243
- | No log | 9.3659 | 384 | 0.8197 | 0.1449 | 0.8197 | 0.9054 |
244
- | No log | 9.4146 | 386 | 0.7819 | 0.1553 | 0.7819 | 0.8842 |
245
- | No log | 9.4634 | 388 | 0.7873 | 0.1449 | 0.7873 | 0.8873 |
246
- | No log | 9.5122 | 390 | 0.7483 | 0.1199 | 0.7483 | 0.8650 |
247
- | No log | 9.5610 | 392 | 0.7364 | -0.0532 | 0.7364 | 0.8581 |
248
- | No log | 9.6098 | 394 | 0.7595 | -0.0469 | 0.7595 | 0.8715 |
249
- | No log | 9.6585 | 396 | 0.7808 | 0.0412 | 0.7808 | 0.8836 |
250
- | No log | 9.7073 | 398 | 0.8406 | 0.1329 | 0.8406 | 0.9168 |
251
- | No log | 9.7561 | 400 | 0.8952 | 0.1105 | 0.8952 | 0.9462 |
252
- | No log | 9.8049 | 402 | 0.8286 | 0.1001 | 0.8286 | 0.9103 |
253
- | No log | 9.8537 | 404 | 0.7935 | 0.0884 | 0.7935 | 0.8908 |
254
- | No log | 9.9024 | 406 | 0.8267 | -0.0187 | 0.8267 | 0.9092 |
255
- | No log | 9.9512 | 408 | 0.7809 | 0.0412 | 0.7809 | 0.8837 |
256
- | No log | 10.0 | 410 | 0.7960 | 0.1001 | 0.7960 | 0.8922 |
257
- | No log | 10.0488 | 412 | 0.7764 | 0.1553 | 0.7764 | 0.8811 |
258
- | No log | 10.0976 | 414 | 0.7422 | 0.0318 | 0.7422 | 0.8615 |
259
- | No log | 10.1463 | 416 | 0.7331 | 0.0768 | 0.7331 | 0.8562 |
260
- | No log | 10.1951 | 418 | 0.7480 | 0.2105 | 0.7480 | 0.8648 |
261
- | No log | 10.2439 | 420 | 0.7492 | 0.1199 | 0.7492 | 0.8655 |
262
- | No log | 10.2927 | 422 | 0.7760 | 0.0840 | 0.7760 | 0.8809 |
263
- | No log | 10.3415 | 424 | 0.8186 | 0.1358 | 0.8186 | 0.9047 |
264
- | No log | 10.3902 | 426 | 0.7833 | 0.0851 | 0.7833 | 0.8850 |
265
- | No log | 10.4390 | 428 | 0.7664 | 0.0851 | 0.7664 | 0.8754 |
266
- | No log | 10.4878 | 430 | 0.7801 | 0.1440 | 0.7801 | 0.8833 |
267
- | No log | 10.5366 | 432 | 0.7952 | 0.1899 | 0.7952 | 0.8917 |
268
- | No log | 10.5854 | 434 | 0.7470 | 0.1199 | 0.7470 | 0.8643 |
269
- | No log | 10.6341 | 436 | 0.7425 | -0.0446 | 0.7425 | 0.8617 |
270
- | No log | 10.6829 | 438 | 0.7479 | -0.0506 | 0.7479 | 0.8648 |
271
- | No log | 10.7317 | 440 | 0.7429 | 0.0768 | 0.7429 | 0.8619 |
272
- | No log | 10.7805 | 442 | 0.7676 | 0.1899 | 0.7676 | 0.8762 |
273
- | No log | 10.8293 | 444 | 0.8440 | 0.0409 | 0.8440 | 0.9187 |
274
- | No log | 10.8780 | 446 | 0.7930 | 0.0909 | 0.7930 | 0.8905 |
275
- | No log | 10.9268 | 448 | 0.7141 | 0.1259 | 0.7141 | 0.8451 |
276
- | No log | 10.9756 | 450 | 0.7737 | -0.0350 | 0.7737 | 0.8796 |
277
- | No log | 11.0244 | 452 | 0.8325 | 0.0249 | 0.8325 | 0.9124 |
278
- | No log | 11.0732 | 454 | 0.7769 | -0.0446 | 0.7769 | 0.8814 |
279
- | No log | 11.1220 | 456 | 0.7964 | 0.1449 | 0.7964 | 0.8924 |
280
- | No log | 11.1707 | 458 | 0.8461 | 0.1196 | 0.8461 | 0.9199 |
281
- | No log | 11.2195 | 460 | 0.8499 | 0.1196 | 0.8499 | 0.9219 |
282
- | No log | 11.2683 | 462 | 0.8061 | 0.1001 | 0.8061 | 0.8978 |
283
- | No log | 11.3171 | 464 | 0.7702 | 0.0791 | 0.7702 | 0.8776 |
284
- | No log | 11.3659 | 466 | 0.7578 | 0.0828 | 0.7578 | 0.8705 |
285
- | No log | 11.4146 | 468 | 0.7449 | 0.1722 | 0.7449 | 0.8631 |
286
- | No log | 11.4634 | 470 | 0.7796 | 0.1001 | 0.7796 | 0.8829 |
287
- | No log | 11.5122 | 472 | 0.8041 | 0.0909 | 0.8041 | 0.8967 |
288
- | No log | 11.5610 | 474 | 0.7677 | 0.1599 | 0.7677 | 0.8762 |
289
- | No log | 11.6098 | 476 | 0.7599 | 0.0828 | 0.7599 | 0.8717 |
290
- | No log | 11.6585 | 478 | 0.7852 | -0.0113 | 0.7852 | 0.8861 |
291
- | No log | 11.7073 | 480 | 0.8185 | 0.0700 | 0.8185 | 0.9047 |
292
- | No log | 11.7561 | 482 | 0.8435 | 0.0959 | 0.8435 | 0.9184 |
293
- | No log | 11.8049 | 484 | 0.8123 | 0.1049 | 0.8123 | 0.9013 |
294
- | No log | 11.8537 | 486 | 0.7737 | -0.0113 | 0.7737 | 0.8796 |
295
- | No log | 11.9024 | 488 | 0.7887 | -0.0427 | 0.7887 | 0.8881 |
296
- | No log | 11.9512 | 490 | 0.8205 | -0.0280 | 0.8205 | 0.9058 |
297
- | No log | 12.0 | 492 | 0.8518 | 0.0239 | 0.8518 | 0.9229 |
298
- | No log | 12.0488 | 494 | 0.8272 | -0.0025 | 0.8272 | 0.9095 |
299
- | No log | 12.0976 | 496 | 0.8310 | 0.1475 | 0.8310 | 0.9116 |
300
- | No log | 12.1463 | 498 | 0.8219 | 0.0670 | 0.8219 | 0.9066 |
301
- | 0.2793 | 12.1951 | 500 | 0.8213 | 0.0861 | 0.8213 | 0.9063 |
302
- | 0.2793 | 12.2439 | 502 | 0.8049 | 0.0101 | 0.8049 | 0.8972 |
303
- | 0.2793 | 12.2927 | 504 | 0.7685 | -0.0465 | 0.7685 | 0.8766 |
304
- | 0.2793 | 12.3415 | 506 | 0.7526 | 0.1146 | 0.7526 | 0.8675 |
305
- | 0.2793 | 12.3902 | 508 | 0.8200 | 0.0909 | 0.8200 | 0.9056 |
306
- | 0.2793 | 12.4390 | 510 | 0.8441 | 0.0909 | 0.8441 | 0.9187 |
307
- | 0.2793 | 12.4878 | 512 | 0.7901 | 0.1449 | 0.7901 | 0.8889 |
308
- | 0.2793 | 12.5366 | 514 | 0.7844 | 0.0449 | 0.7844 | 0.8857 |
309
- | 0.2793 | 12.5854 | 516 | 0.8288 | 0.0192 | 0.8288 | 0.9104 |
310
- | 0.2793 | 12.6341 | 518 | 0.8122 | -0.0238 | 0.8122 | 0.9012 |
311
- | 0.2793 | 12.6829 | 520 | 0.7747 | 0.0289 | 0.7747 | 0.8802 |
312
- | 0.2793 | 12.7317 | 522 | 0.7680 | 0.1495 | 0.7680 | 0.8764 |
313
- | 0.2793 | 12.7805 | 524 | 0.7831 | 0.1001 | 0.7831 | 0.8849 |
314
- | 0.2793 | 12.8293 | 526 | 0.8375 | 0.1147 | 0.8375 | 0.9152 |
315
- | 0.2793 | 12.8780 | 528 | 0.8569 | 0.1065 | 0.8569 | 0.9257 |
316
- | 0.2793 | 12.9268 | 530 | 0.8078 | 0.0236 | 0.8078 | 0.8988 |
317
- | 0.2793 | 12.9756 | 532 | 0.8185 | 0.1646 | 0.8185 | 0.9047 |
318
- | 0.2793 | 13.0244 | 534 | 0.8541 | 0.1597 | 0.8541 | 0.9242 |
319
- | 0.2793 | 13.0732 | 536 | 0.8706 | 0.1194 | 0.8706 | 0.9331 |
320
- | 0.2793 | 13.1220 | 538 | 0.8447 | 0.0506 | 0.8447 | 0.9191 |
321
- | 0.2793 | 13.1707 | 540 | 0.7860 | 0.1249 | 0.7860 | 0.8866 |
322
- | 0.2793 | 13.2195 | 542 | 0.8487 | 0.0867 | 0.8487 | 0.9212 |
323
- | 0.2793 | 13.2683 | 544 | 0.8837 | 0.0711 | 0.8837 | 0.9401 |
324
- | 0.2793 | 13.3171 | 546 | 0.7814 | 0.1449 | 0.7814 | 0.8840 |
325
- | 0.2793 | 13.3659 | 548 | 0.7038 | 0.1311 | 0.7038 | 0.8389 |
326
- | 0.2793 | 13.4146 | 550 | 0.7618 | -0.0912 | 0.7618 | 0.8728 |
327
- | 0.2793 | 13.4634 | 552 | 0.8070 | -0.0280 | 0.8070 | 0.8983 |
328
- | 0.2793 | 13.5122 | 554 | 0.7695 | 0.0376 | 0.7695 | 0.8772 |
329
- | 0.2793 | 13.5610 | 556 | 0.7851 | 0.0741 | 0.7851 | 0.8860 |
330
- | 0.2793 | 13.6098 | 558 | 0.7949 | 0.0308 | 0.7949 | 0.8916 |
331
 
332
 
333
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k9_task3_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k9_task3_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7756
19
+ - Qwk: 0.0481
20
+ - Mse: 0.7756
21
+ - Rmse: 0.8807
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0426 | 2 | 3.4792 | -0.0047 | 3.4792 | 1.8653 |
53
+ | No log | 0.0851 | 4 | 1.5870 | -0.0029 | 1.5870 | 1.2598 |
54
+ | No log | 0.1277 | 6 | 1.0639 | -0.0987 | 1.0639 | 1.0315 |
55
+ | No log | 0.1702 | 8 | 1.0540 | -0.0359 | 1.0540 | 1.0267 |
56
+ | No log | 0.2128 | 10 | 0.8407 | 0.0512 | 0.8407 | 0.9169 |
57
+ | No log | 0.2553 | 12 | 0.8655 | 0.1107 | 0.8655 | 0.9303 |
58
+ | No log | 0.2979 | 14 | 0.7198 | -0.0069 | 0.7198 | 0.8484 |
59
+ | No log | 0.3404 | 16 | 0.7528 | -0.0626 | 0.7528 | 0.8676 |
60
+ | No log | 0.3830 | 18 | 0.7752 | 0.0 | 0.7752 | 0.8805 |
61
+ | No log | 0.4255 | 20 | 0.7477 | -0.0069 | 0.7477 | 0.8647 |
62
+ | No log | 0.4681 | 22 | 1.2878 | 0.0309 | 1.2878 | 1.1348 |
63
+ | No log | 0.5106 | 24 | 1.0506 | 0.0083 | 1.0506 | 1.0250 |
64
+ | No log | 0.5532 | 26 | 0.7554 | -0.0101 | 0.7554 | 0.8691 |
65
+ | No log | 0.5957 | 28 | 0.7563 | -0.0069 | 0.7563 | 0.8697 |
66
+ | No log | 0.6383 | 30 | 0.7548 | -0.1223 | 0.7548 | 0.8688 |
67
+ | No log | 0.6809 | 32 | 0.7648 | -0.1233 | 0.7648 | 0.8745 |
68
+ | No log | 0.7234 | 34 | 0.8259 | -0.0351 | 0.8259 | 0.9088 |
69
+ | No log | 0.7660 | 36 | 1.0244 | 0.0169 | 1.0244 | 1.0121 |
70
+ | No log | 0.8085 | 38 | 1.4251 | 0.0993 | 1.4251 | 1.1938 |
71
+ | No log | 0.8511 | 40 | 1.0803 | 0.0789 | 1.0803 | 1.0394 |
72
+ | No log | 0.8936 | 42 | 0.8129 | 0.0159 | 0.8129 | 0.9016 |
73
+ | No log | 0.9362 | 44 | 0.8291 | -0.0152 | 0.8291 | 0.9106 |
74
+ | No log | 0.9787 | 46 | 0.8344 | 0.0282 | 0.8344 | 0.9134 |
75
+ | No log | 1.0213 | 48 | 0.8362 | 0.0318 | 0.8362 | 0.9144 |
76
+ | No log | 1.0638 | 50 | 0.8291 | -0.0331 | 0.8291 | 0.9106 |
77
+ | No log | 1.1064 | 52 | 1.0148 | 0.0200 | 1.0148 | 1.0074 |
78
+ | No log | 1.1489 | 54 | 1.0825 | 0.0403 | 1.0825 | 1.0405 |
79
+ | No log | 1.1915 | 56 | 0.8204 | 0.1823 | 0.8204 | 0.9058 |
80
+ | No log | 1.2340 | 58 | 0.8642 | 0.0093 | 0.8642 | 0.9296 |
81
+ | No log | 1.2766 | 60 | 0.8202 | 0.0344 | 0.8202 | 0.9057 |
82
+ | No log | 1.3191 | 62 | 0.8392 | 0.1727 | 0.8392 | 0.9161 |
83
+ | No log | 1.3617 | 64 | 0.8221 | 0.0246 | 0.8221 | 0.9067 |
84
+ | No log | 1.4043 | 66 | 0.9766 | 0.0596 | 0.9766 | 0.9882 |
85
+ | No log | 1.4468 | 68 | 0.9651 | 0.1162 | 0.9651 | 0.9824 |
86
+ | No log | 1.4894 | 70 | 0.9680 | -0.0813 | 0.9680 | 0.9839 |
87
+ | No log | 1.5319 | 72 | 1.2280 | 0.1241 | 1.2280 | 1.1082 |
88
+ | No log | 1.5745 | 74 | 1.3255 | 0.0746 | 1.3255 | 1.1513 |
89
+ | No log | 1.6170 | 76 | 0.9957 | -0.0439 | 0.9957 | 0.9978 |
90
+ | No log | 1.6596 | 78 | 1.1233 | 0.0247 | 1.1233 | 1.0598 |
91
+ | No log | 1.7021 | 80 | 1.2618 | 0.0865 | 1.2618 | 1.1233 |
92
+ | No log | 1.7447 | 82 | 1.0304 | 0.1712 | 1.0304 | 1.0151 |
93
+ | No log | 1.7872 | 84 | 0.7679 | 0.0733 | 0.7679 | 0.8763 |
94
+ | No log | 1.8298 | 86 | 0.8097 | 0.1395 | 0.8097 | 0.8998 |
95
+ | No log | 1.8723 | 88 | 0.7657 | 0.1983 | 0.7657 | 0.8750 |
96
+ | No log | 1.9149 | 90 | 0.7669 | 0.1599 | 0.7669 | 0.8757 |
97
+ | No log | 1.9574 | 92 | 0.7759 | 0.2181 | 0.7759 | 0.8809 |
98
+ | No log | 2.0 | 94 | 0.8083 | 0.1687 | 0.8083 | 0.8991 |
99
+ | No log | 2.0426 | 96 | 0.8579 | 0.0964 | 0.8579 | 0.9262 |
100
+ | No log | 2.0851 | 98 | 0.8275 | 0.0600 | 0.8275 | 0.9097 |
101
+ | No log | 2.1277 | 100 | 0.7782 | 0.2270 | 0.7782 | 0.8821 |
102
+ | No log | 2.1702 | 102 | 0.8326 | 0.0880 | 0.8326 | 0.9125 |
103
+ | No log | 2.2128 | 104 | 0.9467 | 0.1744 | 0.9467 | 0.9730 |
104
+ | No log | 2.2553 | 106 | 0.9287 | 0.0807 | 0.9287 | 0.9637 |
105
+ | No log | 2.2979 | 108 | 1.3184 | 0.0513 | 1.3184 | 1.1482 |
106
+ | No log | 2.3404 | 110 | 1.4474 | 0.0330 | 1.4474 | 1.2031 |
107
+ | No log | 2.3830 | 112 | 1.1852 | 0.0802 | 1.1852 | 1.0887 |
108
+ | No log | 2.4255 | 114 | 0.8321 | 0.1558 | 0.8321 | 0.9122 |
109
+ | No log | 2.4681 | 116 | 0.9899 | 0.1231 | 0.9899 | 0.9949 |
110
+ | No log | 2.5106 | 118 | 0.9822 | 0.1273 | 0.9822 | 0.9911 |
111
+ | No log | 2.5532 | 120 | 0.7866 | 0.0549 | 0.7866 | 0.8869 |
112
+ | No log | 2.5957 | 122 | 0.7822 | 0.0834 | 0.7822 | 0.8844 |
113
+ | No log | 2.6383 | 124 | 0.9392 | 0.1262 | 0.9392 | 0.9691 |
114
+ | No log | 2.6809 | 126 | 1.1245 | 0.1312 | 1.1245 | 1.0604 |
115
+ | No log | 2.7234 | 128 | 1.0579 | 0.0301 | 1.0579 | 1.0286 |
116
+ | No log | 2.7660 | 130 | 0.9515 | 0.0310 | 0.9515 | 0.9755 |
117
+ | No log | 2.8085 | 132 | 1.0064 | 0.0701 | 1.0064 | 1.0032 |
118
+ | No log | 2.8511 | 134 | 1.2744 | 0.0603 | 1.2744 | 1.1289 |
119
+ | No log | 2.8936 | 136 | 1.0019 | 0.0142 | 1.0019 | 1.0009 |
120
+ | No log | 2.9362 | 138 | 0.7974 | 0.0303 | 0.7974 | 0.8930 |
121
+ | No log | 2.9787 | 140 | 0.8751 | 0.0017 | 0.8751 | 0.9355 |
122
+ | No log | 3.0213 | 142 | 0.8432 | 0.1449 | 0.8432 | 0.9183 |
123
+ | No log | 3.0638 | 144 | 0.8937 | -0.1057 | 0.8937 | 0.9453 |
124
+ | No log | 3.1064 | 146 | 1.2044 | 0.0832 | 1.2044 | 1.0975 |
125
+ | No log | 3.1489 | 148 | 1.2593 | 0.0726 | 1.2593 | 1.1222 |
126
+ | No log | 3.1915 | 150 | 1.0646 | 0.0579 | 1.0646 | 1.0318 |
127
+ | No log | 3.2340 | 152 | 1.0373 | 0.0589 | 1.0373 | 1.0185 |
128
+ | No log | 3.2766 | 154 | 1.1391 | 0.0789 | 1.1391 | 1.0673 |
129
+ | No log | 3.3191 | 156 | 1.0087 | 0.0758 | 1.0087 | 1.0044 |
130
+ | No log | 3.3617 | 158 | 0.8171 | -0.0054 | 0.8171 | 0.9039 |
131
+ | No log | 3.4043 | 160 | 0.9522 | 0.0711 | 0.9522 | 0.9758 |
132
+ | No log | 3.4468 | 162 | 0.8916 | 0.0438 | 0.8916 | 0.9443 |
133
+ | No log | 3.4894 | 164 | 0.8569 | -0.0357 | 0.8569 | 0.9257 |
134
+ | No log | 3.5319 | 166 | 0.9931 | 0.0717 | 0.9931 | 0.9965 |
135
+ | No log | 3.5745 | 168 | 0.9944 | 0.0378 | 0.9944 | 0.9972 |
136
+ | No log | 3.6170 | 170 | 0.8849 | 0.0540 | 0.8849 | 0.9407 |
137
+ | No log | 3.6596 | 172 | 0.8952 | -0.0099 | 0.8952 | 0.9462 |
138
+ | No log | 3.7021 | 174 | 0.9381 | 0.0455 | 0.9381 | 0.9686 |
139
+ | No log | 3.7447 | 176 | 0.9965 | 0.0687 | 0.9965 | 0.9983 |
140
+ | No log | 3.7872 | 178 | 0.9954 | 0.0912 | 0.9954 | 0.9977 |
141
+ | No log | 3.8298 | 180 | 0.9281 | -0.0062 | 0.9281 | 0.9634 |
142
+ | No log | 3.8723 | 182 | 0.9298 | -0.0152 | 0.9298 | 0.9643 |
143
+ | No log | 3.9149 | 184 | 0.8952 | 0.0218 | 0.8952 | 0.9462 |
144
+ | No log | 3.9574 | 186 | 0.8839 | 0.0847 | 0.8839 | 0.9402 |
145
+ | No log | 4.0 | 188 | 0.9541 | 0.0651 | 0.9541 | 0.9768 |
146
+ | No log | 4.0426 | 190 | 0.8812 | 0.0627 | 0.8812 | 0.9387 |
147
+ | No log | 4.0851 | 192 | 0.7855 | 0.0 | 0.7855 | 0.8863 |
148
+ | No log | 4.1277 | 194 | 0.8027 | 0.0249 | 0.8027 | 0.8959 |
149
+ | No log | 4.1702 | 196 | 0.7983 | 0.0297 | 0.7983 | 0.8935 |
150
+ | No log | 4.2128 | 198 | 0.7738 | -0.0705 | 0.7738 | 0.8796 |
151
+ | No log | 4.2553 | 200 | 0.7589 | 0.1249 | 0.7589 | 0.8711 |
152
+ | No log | 4.2979 | 202 | 0.8485 | 0.1239 | 0.8485 | 0.9211 |
153
+ | No log | 4.3404 | 204 | 0.8607 | 0.0847 | 0.8607 | 0.9277 |
154
+ | No log | 4.3830 | 206 | 0.8454 | 0.1558 | 0.8454 | 0.9195 |
155
+ | No log | 4.4255 | 208 | 0.8929 | 0.0657 | 0.8929 | 0.9449 |
156
+ | No log | 4.4681 | 210 | 0.9670 | 0.0735 | 0.9670 | 0.9834 |
157
+ | No log | 4.5106 | 212 | 0.8615 | 0.0919 | 0.8615 | 0.9282 |
158
+ | No log | 4.5532 | 214 | 0.8336 | 0.1095 | 0.8336 | 0.9130 |
159
+ | No log | 4.5957 | 216 | 0.8764 | 0.0719 | 0.8764 | 0.9362 |
160
+ | No log | 4.6383 | 218 | 0.8308 | 0.0700 | 0.8308 | 0.9115 |
161
+ | No log | 4.6809 | 220 | 0.8321 | 0.1136 | 0.8321 | 0.9122 |
162
+ | No log | 4.7234 | 222 | 0.8848 | 0.0500 | 0.8848 | 0.9407 |
163
+ | No log | 4.7660 | 224 | 0.9607 | 0.0063 | 0.9607 | 0.9802 |
164
+ | No log | 4.8085 | 226 | 0.8523 | 0.0590 | 0.8523 | 0.9232 |
165
+ | No log | 4.8511 | 228 | 0.7522 | 0.0741 | 0.7522 | 0.8673 |
166
+ | No log | 4.8936 | 230 | 0.7816 | 0.0574 | 0.7816 | 0.8841 |
167
+ | No log | 4.9362 | 232 | 0.7660 | 0.1644 | 0.7660 | 0.8752 |
168
+ | No log | 4.9787 | 234 | 0.8160 | 0.0628 | 0.8160 | 0.9033 |
169
+ | No log | 5.0213 | 236 | 0.8728 | 0.0364 | 0.8728 | 0.9342 |
170
+ | No log | 5.0638 | 238 | 0.8779 | 0.0048 | 0.8779 | 0.9370 |
171
+ | No log | 5.1064 | 240 | 0.8424 | 0.1649 | 0.8424 | 0.9178 |
172
+ | No log | 5.1489 | 242 | 0.8302 | 0.1673 | 0.8302 | 0.9111 |
173
+ | No log | 5.1915 | 244 | 0.8173 | 0.1251 | 0.8173 | 0.9040 |
174
+ | No log | 5.2340 | 246 | 0.8246 | 0.0239 | 0.8246 | 0.9081 |
175
+ | No log | 5.2766 | 248 | 0.9567 | 0.1077 | 0.9567 | 0.9781 |
176
+ | No log | 5.3191 | 250 | 1.0700 | 0.1701 | 1.0700 | 1.0344 |
177
+ | No log | 5.3617 | 252 | 0.9201 | 0.0975 | 0.9201 | 0.9592 |
178
+ | No log | 5.4043 | 254 | 0.7928 | 0.1228 | 0.7928 | 0.8904 |
179
+ | No log | 5.4468 | 256 | 0.7520 | 0.0393 | 0.7520 | 0.8672 |
180
+ | No log | 5.4894 | 258 | 0.7384 | 0.0884 | 0.7384 | 0.8593 |
181
+ | No log | 5.5319 | 260 | 0.8155 | 0.1120 | 0.8155 | 0.9030 |
182
+ | No log | 5.5745 | 262 | 1.0187 | 0.1144 | 1.0187 | 1.0093 |
183
+ | No log | 5.6170 | 264 | 0.9886 | 0.1144 | 0.9886 | 0.9943 |
184
+ | No log | 5.6596 | 266 | 0.7924 | 0.1036 | 0.7924 | 0.8902 |
185
+ | No log | 5.7021 | 268 | 0.7774 | -0.0316 | 0.7774 | 0.8817 |
186
+ | No log | 5.7447 | 270 | 0.9155 | 0.0755 | 0.9155 | 0.9568 |
187
+ | No log | 5.7872 | 272 | 0.8471 | 0.0880 | 0.8471 | 0.9204 |
188
+ | No log | 5.8298 | 274 | 0.8201 | 0.1528 | 0.8201 | 0.9056 |
189
+ | No log | 5.8723 | 276 | 0.9987 | 0.1077 | 0.9987 | 0.9993 |
190
+ | No log | 5.9149 | 278 | 1.0143 | 0.1109 | 1.0143 | 1.0071 |
191
+ | No log | 5.9574 | 280 | 0.8831 | -0.0035 | 0.8831 | 0.9397 |
192
+ | No log | 6.0 | 282 | 0.7963 | 0.1333 | 0.7963 | 0.8923 |
193
+ | No log | 6.0426 | 284 | 0.8072 | 0.0514 | 0.8072 | 0.8984 |
194
+ | No log | 6.0851 | 286 | 0.8641 | 0.0569 | 0.8641 | 0.9296 |
195
+ | No log | 6.1277 | 288 | 0.9249 | 0.0301 | 0.9249 | 0.9617 |
196
+ | No log | 6.1702 | 290 | 0.8810 | -0.0099 | 0.8810 | 0.9386 |
197
+ | No log | 6.2128 | 292 | 0.8460 | -0.0161 | 0.8460 | 0.9198 |
198
+ | No log | 6.2553 | 294 | 0.8058 | 0.1539 | 0.8058 | 0.8977 |
199
+ | No log | 6.2979 | 296 | 0.8140 | 0.1184 | 0.8140 | 0.9022 |
200
+ | No log | 6.3404 | 298 | 0.8556 | 0.0159 | 0.8556 | 0.9250 |
201
+ | No log | 6.3830 | 300 | 0.9962 | 0.0440 | 0.9962 | 0.9981 |
202
+ | No log | 6.4255 | 302 | 1.1560 | 0.1076 | 1.1560 | 1.0752 |
203
+ | No log | 6.4681 | 304 | 1.0579 | 0.1926 | 1.0579 | 1.0285 |
204
+ | No log | 6.5106 | 306 | 0.8873 | -0.0646 | 0.8873 | 0.9420 |
205
+ | No log | 6.5532 | 308 | 0.8605 | 0.1050 | 0.8605 | 0.9276 |
206
+ | No log | 6.5957 | 310 | 0.8263 | -0.0734 | 0.8263 | 0.9090 |
207
+ | No log | 6.6383 | 312 | 0.9064 | 0.0378 | 0.9064 | 0.9520 |
208
+ | No log | 6.6809 | 314 | 0.8863 | 0.0275 | 0.8863 | 0.9414 |
209
+ | No log | 6.7234 | 316 | 0.8103 | 0.0056 | 0.8103 | 0.9001 |
210
+ | No log | 6.7660 | 318 | 0.7771 | 0.1675 | 0.7771 | 0.8815 |
211
+ | No log | 6.8085 | 320 | 0.8225 | 0.1660 | 0.8225 | 0.9069 |
212
+ | No log | 6.8511 | 322 | 0.8764 | 0.0793 | 0.8764 | 0.9362 |
213
+ | No log | 6.8936 | 324 | 0.7953 | 0.1901 | 0.7953 | 0.8918 |
214
+ | No log | 6.9362 | 326 | 0.7657 | 0.0437 | 0.7657 | 0.8750 |
215
+ | No log | 6.9787 | 328 | 0.9034 | 0.0767 | 0.9034 | 0.9505 |
216
+ | No log | 7.0213 | 330 | 0.9560 | 0.0783 | 0.9560 | 0.9777 |
217
+ | No log | 7.0638 | 332 | 0.8702 | -0.0103 | 0.8702 | 0.9328 |
218
+ | No log | 7.1064 | 334 | 0.7766 | 0.1267 | 0.7766 | 0.8812 |
219
+ | No log | 7.1489 | 336 | 0.7679 | 0.1573 | 0.7679 | 0.8763 |
220
+ | No log | 7.1915 | 338 | 0.7793 | 0.1179 | 0.7793 | 0.8828 |
221
+ | No log | 7.2340 | 340 | 0.7968 | 0.0514 | 0.7968 | 0.8926 |
222
+ | No log | 7.2766 | 342 | 0.8739 | -0.0200 | 0.8739 | 0.9348 |
223
+ | No log | 7.3191 | 344 | 0.9055 | -0.0484 | 0.9055 | 0.9516 |
224
+ | No log | 7.3617 | 346 | 0.8405 | -0.0228 | 0.8405 | 0.9168 |
225
+ | No log | 7.4043 | 348 | 0.8250 | -0.0277 | 0.8250 | 0.9083 |
226
+ | No log | 7.4468 | 350 | 0.7819 | 0.1244 | 0.7819 | 0.8842 |
227
+ | No log | 7.4894 | 352 | 0.8158 | 0.1095 | 0.8158 | 0.9032 |
228
+ | No log | 7.5319 | 354 | 0.8422 | 0.1095 | 0.8422 | 0.9177 |
229
+ | No log | 7.5745 | 356 | 0.8114 | 0.0717 | 0.8114 | 0.9008 |
230
+ | No log | 7.6170 | 358 | 0.9499 | -0.0381 | 0.9499 | 0.9746 |
231
+ | No log | 7.6596 | 360 | 1.0321 | 0.1312 | 1.0321 | 1.0159 |
232
+ | No log | 7.7021 | 362 | 0.9147 | -0.0808 | 0.9147 | 0.9564 |
233
+ | No log | 7.7447 | 364 | 0.7698 | 0.1287 | 0.7698 | 0.8774 |
234
+ | No log | 7.7872 | 366 | 0.7670 | 0.1196 | 0.7670 | 0.8758 |
235
+ | No log | 7.8298 | 368 | 0.7907 | 0.1095 | 0.7907 | 0.8892 |
236
+ | No log | 7.8723 | 370 | 0.7677 | 0.1192 | 0.7677 | 0.8762 |
237
+ | No log | 7.9149 | 372 | 0.7624 | 0.1333 | 0.7624 | 0.8731 |
238
+ | No log | 7.9574 | 374 | 0.7986 | 0.0501 | 0.7986 | 0.8936 |
239
+ | No log | 8.0 | 376 | 0.7913 | 0.0898 | 0.7913 | 0.8896 |
240
+ | No log | 8.0426 | 378 | 0.7656 | 0.1187 | 0.7656 | 0.8750 |
241
+ | No log | 8.0851 | 380 | 0.8045 | 0.0408 | 0.8045 | 0.8969 |
242
+ | No log | 8.1277 | 382 | 0.8729 | 0.0230 | 0.8729 | 0.9343 |
243
+ | No log | 8.1702 | 384 | 0.8417 | 0.0110 | 0.8417 | 0.9175 |
244
+ | No log | 8.2128 | 386 | 0.8020 | 0.0725 | 0.8020 | 0.8955 |
245
+ | No log | 8.2553 | 388 | 0.8159 | 0.1431 | 0.8159 | 0.9033 |
246
+ | No log | 8.2979 | 390 | 0.8070 | 0.1518 | 0.8070 | 0.8984 |
247
+ | No log | 8.3404 | 392 | 0.8005 | 0.1141 | 0.8005 | 0.8947 |
248
+ | No log | 8.3830 | 394 | 0.7817 | 0.1141 | 0.7817 | 0.8841 |
249
+ | No log | 8.4255 | 396 | 0.7748 | 0.1141 | 0.7748 | 0.8802 |
250
+ | No log | 8.4681 | 398 | 0.7814 | 0.1141 | 0.7814 | 0.8839 |
251
+ | No log | 8.5106 | 400 | 0.8095 | 0.0377 | 0.8095 | 0.8997 |
252
+ | No log | 8.5532 | 402 | 0.8318 | -0.1210 | 0.8318 | 0.9120 |
253
+ | No log | 8.5957 | 404 | 0.8375 | -0.1210 | 0.8375 | 0.9152 |
254
+ | No log | 8.6383 | 406 | 0.7797 | 0.0361 | 0.7797 | 0.8830 |
255
+ | No log | 8.6809 | 408 | 0.7827 | 0.1143 | 0.7827 | 0.8847 |
256
+ | No log | 8.7234 | 410 | 0.7897 | 0.1541 | 0.7897 | 0.8887 |
257
+ | No log | 8.7660 | 412 | 0.8135 | 0.1529 | 0.8135 | 0.9019 |
258
+ | No log | 8.8085 | 414 | 0.8697 | -0.0634 | 0.8697 | 0.9326 |
259
+ | No log | 8.8511 | 416 | 0.9505 | -0.0452 | 0.9505 | 0.9749 |
260
+ | No log | 8.8936 | 418 | 0.8955 | -0.0239 | 0.8955 | 0.9463 |
261
+ | No log | 8.9362 | 420 | 0.8813 | 0.0295 | 0.8813 | 0.9388 |
262
+ | No log | 8.9787 | 422 | 0.8451 | 0.0643 | 0.8451 | 0.9193 |
263
+ | No log | 9.0213 | 424 | 0.8328 | -0.1224 | 0.8328 | 0.9126 |
264
+ | No log | 9.0638 | 426 | 0.8591 | 0.0185 | 0.8591 | 0.9269 |
265
+ | No log | 9.1064 | 428 | 0.8750 | -0.0424 | 0.8750 | 0.9354 |
266
+ | No log | 9.1489 | 430 | 0.8208 | -0.0257 | 0.8208 | 0.9060 |
267
+ | No log | 9.1915 | 432 | 0.8081 | 0.1095 | 0.8081 | 0.8990 |
268
+ | No log | 9.2340 | 434 | 0.7913 | 0.0783 | 0.7913 | 0.8896 |
269
+ | No log | 9.2766 | 436 | 0.7935 | -0.0268 | 0.7935 | 0.8908 |
270
+ | No log | 9.3191 | 438 | 0.8688 | -0.0365 | 0.8688 | 0.9321 |
271
+ | No log | 9.3617 | 440 | 0.8074 | -0.1746 | 0.8074 | 0.8985 |
272
+ | No log | 9.4043 | 442 | 0.7509 | 0.2096 | 0.7509 | 0.8665 |
273
+ | No log | 9.4468 | 444 | 0.8486 | 0.2015 | 0.8486 | 0.9212 |
274
+ | No log | 9.4894 | 446 | 0.8622 | 0.1553 | 0.8622 | 0.9286 |
275
+ | No log | 9.5319 | 448 | 0.7912 | 0.1983 | 0.7912 | 0.8895 |
276
+ | No log | 9.5745 | 450 | 0.8533 | -0.1021 | 0.8533 | 0.9237 |
277
+ | No log | 9.6170 | 452 | 0.9435 | 0.0286 | 0.9435 | 0.9714 |
278
+ | No log | 9.6596 | 454 | 0.9502 | 0.0900 | 0.9502 | 0.9748 |
279
+ | No log | 9.7021 | 456 | 0.8603 | -0.0313 | 0.8603 | 0.9275 |
280
+ | No log | 9.7447 | 458 | 0.8486 | 0.0377 | 0.8486 | 0.9212 |
281
+ | No log | 9.7872 | 460 | 0.8824 | -0.0137 | 0.8824 | 0.9393 |
282
+ | No log | 9.8298 | 462 | 0.8838 | -0.0846 | 0.8838 | 0.9401 |
283
+ | No log | 9.8723 | 464 | 0.8280 | -0.0646 | 0.8280 | 0.9100 |
284
+ | No log | 9.9149 | 466 | 0.8057 | 0.0764 | 0.8057 | 0.8976 |
285
+ | No log | 9.9574 | 468 | 0.8115 | 0.0733 | 0.8115 | 0.9008 |
286
+ | No log | 10.0 | 470 | 0.8168 | 0.1475 | 0.8168 | 0.9037 |
287
+ | No log | 10.0426 | 472 | 0.8191 | 0.1465 | 0.8191 | 0.9050 |
288
+ | No log | 10.0851 | 474 | 0.8262 | 0.0741 | 0.8262 | 0.9090 |
289
+ | No log | 10.1277 | 476 | 0.8501 | 0.0087 | 0.8501 | 0.9220 |
290
+ | No log | 10.1702 | 478 | 0.8358 | 0.0434 | 0.8358 | 0.9142 |
291
+ | No log | 10.2128 | 480 | 0.8013 | 0.1139 | 0.8013 | 0.8952 |
292
+ | No log | 10.2553 | 482 | 0.8341 | 0.1395 | 0.8341 | 0.9133 |
293
+ | No log | 10.2979 | 484 | 0.8567 | 0.1243 | 0.8567 | 0.9256 |
294
+ | No log | 10.3404 | 486 | 0.7981 | 0.1395 | 0.7981 | 0.8934 |
295
+ | No log | 10.3830 | 488 | 0.7511 | 0.2547 | 0.7511 | 0.8666 |
296
+ | No log | 10.4255 | 490 | 0.7752 | -0.0320 | 0.7752 | 0.8805 |
297
+ | No log | 10.4681 | 492 | 0.7685 | -0.0426 | 0.7685 | 0.8766 |
298
+ | No log | 10.5106 | 494 | 0.7596 | 0.2195 | 0.7596 | 0.8716 |
299
+ | No log | 10.5532 | 496 | 0.7943 | 0.1395 | 0.7943 | 0.8913 |
300
+ | No log | 10.5957 | 498 | 0.8205 | 0.1395 | 0.8205 | 0.9058 |
301
+ | 0.2926 | 10.6383 | 500 | 0.7981 | 0.1964 | 0.7981 | 0.8934 |
302
+ | 0.2926 | 10.6809 | 502 | 0.8060 | 0.0810 | 0.8060 | 0.8978 |
303
+ | 0.2926 | 10.7234 | 504 | 0.8438 | -0.1355 | 0.8438 | 0.9186 |
304
+ | 0.2926 | 10.7660 | 506 | 0.8251 | -0.1464 | 0.8251 | 0.9084 |
305
+ | 0.2926 | 10.8085 | 508 | 0.8167 | -0.1464 | 0.8167 | 0.9037 |
306
+ | 0.2926 | 10.8511 | 510 | 0.7756 | 0.0481 | 0.7756 | 0.8807 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions