Hugging Face's logo

MayBashendy
/
ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k5_task7_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Model card Files
xet
 Community
MayBashendy commited on
Commit
784514f
·
verified ·
1 Parent(s): 23925d7

End of training

Browse files
Files changed (1) hide show
  1. README.md +266 -419
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_k4_task7_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_k4_task7_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: 0.4984
19
- - Qwk: 0.4948
20
- - Mse: 0.4984
21
- - Rmse: 0.7060
22
 
23
  ## Model description
24
 
@@ -47,419 +47,266 @@ The following hyperparameters were used during training:
47
 
48
  ### Training results
49
 
50
- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
- |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
- | No log | 0.1 | 2 | 2.6579 | -0.0924 | 2.6579 | 1.6303 |
53
- | No log | 0.2 | 4 | 1.2966 | 0.0992 | 1.2966 | 1.1387 |
54
- | No log | 0.3 | 6 | 0.7803 | 0.2324 | 0.7803 | 0.8833 |
55
- | No log | 0.4 | 8 | 0.7407 | 0.3695 | 0.7407 | 0.8606 |
56
- | No log | 0.5 | 10 | 0.5742 | 0.1998 | 0.5742 | 0.7578 |
57
- | No log | 0.6 | 12 | 0.6075 | 0.4224 | 0.6075 | 0.7794 |
58
- | No log | 0.7 | 14 | 0.4805 | 0.5533 | 0.4805 | 0.6932 |
59
- | No log | 0.8 | 16 | 0.4346 | 0.6462 | 0.4346 | 0.6593 |
60
- | No log | 0.9 | 18 | 0.4590 | 0.5657 | 0.4590 | 0.6775 |
61
- | No log | 1.0 | 20 | 0.4039 | 0.6935 | 0.4039 | 0.6355 |
62
- | No log | 1.1 | 22 | 0.5010 | 0.5249 | 0.5010 | 0.7078 |
63
- | No log | 1.2 | 24 | 0.6454 | 0.4844 | 0.6454 | 0.8034 |
64
- | No log | 1.3 | 26 | 0.7999 | 0.5249 | 0.7999 | 0.8944 |
65
- | No log | 1.4 | 28 | 0.4530 | 0.5642 | 0.4530 | 0.6731 |
66
- | No log | 1.5 | 30 | 0.5636 | 0.5190 | 0.5636 | 0.7507 |
67
- | No log | 1.6 | 32 | 0.5648 | 0.4646 | 0.5648 | 0.7515 |
68
- | No log | 1.7 | 34 | 0.4488 | 0.6170 | 0.4488 | 0.6699 |
69
- | No log | 1.8 | 36 | 0.8546 | 0.4536 | 0.8546 | 0.9244 |
70
- | No log | 1.9 | 38 | 1.1589 | 0.2296 | 1.1589 | 1.0765 |
71
- | No log | 2.0 | 40 | 0.9708 | 0.3633 | 0.9708 | 0.9853 |
72
- | No log | 2.1 | 42 | 0.6116 | 0.4670 | 0.6116 | 0.7820 |
73
- | No log | 2.2 | 44 | 0.7629 | 0.2576 | 0.7629 | 0.8734 |
74
- | No log | 2.3 | 46 | 1.1154 | 0.1926 | 1.1154 | 1.0561 |
75
- | No log | 2.4 | 48 | 1.1048 | 0.3080 | 1.1048 | 1.0511 |
76
- | No log | 2.5 | 50 | 0.8397 | 0.4472 | 0.8397 | 0.9163 |
77
- | No log | 2.6 | 52 | 0.5618 | 0.4179 | 0.5618 | 0.7496 |
78
- | No log | 2.7 | 54 | 0.5324 | 0.4912 | 0.5324 | 0.7296 |
79
- | No log | 2.8 | 56 | 0.5316 | 0.5182 | 0.5316 | 0.7291 |
80
- | No log | 2.9 | 58 | 0.5131 | 0.4774 | 0.5131 | 0.7163 |
81
- | No log | 3.0 | 60 | 0.5615 | 0.3471 | 0.5615 | 0.7493 |
82
- | No log | 3.1 | 62 | 0.5773 | 0.4350 | 0.5773 | 0.7598 |
83
- | No log | 3.2 | 64 | 0.5643 | 0.4916 | 0.5643 | 0.7512 |
84
- | No log | 3.3 | 66 | 0.5619 | 0.5357 | 0.5619 | 0.7496 |
85
- | No log | 3.4 | 68 | 0.5672 | 0.5499 | 0.5672 | 0.7532 |
86
- | No log | 3.5 | 70 | 0.5562 | 0.5383 | 0.5562 | 0.7458 |
87
- | No log | 3.6 | 72 | 0.5364 | 0.5190 | 0.5364 | 0.7324 |
88
- | No log | 3.7 | 74 | 0.5264 | 0.4997 | 0.5264 | 0.7256 |
89
- | No log | 3.8 | 76 | 0.5064 | 0.5646 | 0.5064 | 0.7116 |
90
- | No log | 3.9 | 78 | 0.5097 | 0.5515 | 0.5097 | 0.7139 |
91
- | No log | 4.0 | 80 | 0.5598 | 0.5730 | 0.5598 | 0.7482 |
92
- | No log | 4.1 | 82 | 0.5550 | 0.5420 | 0.5550 | 0.7450 |
93
- | No log | 4.2 | 84 | 0.5537 | 0.4972 | 0.5537 | 0.7441 |
94
- | No log | 4.3 | 86 | 0.6207 | 0.5495 | 0.6207 | 0.7879 |
95
- | No log | 4.4 | 88 | 0.7353 | 0.4738 | 0.7353 | 0.8575 |
96
- | No log | 4.5 | 90 | 0.6722 | 0.4949 | 0.6722 | 0.8199 |
97
- | No log | 4.6 | 92 | 0.5709 | 0.5098 | 0.5709 | 0.7556 |
98
- | No log | 4.7 | 94 | 0.5000 | 0.5692 | 0.5000 | 0.7071 |
99
- | No log | 4.8 | 96 | 0.4913 | 0.5767 | 0.4913 | 0.7010 |
100
- | No log | 4.9 | 98 | 0.5052 | 0.6210 | 0.5052 | 0.7108 |
101
- | No log | 5.0 | 100 | 0.5585 | 0.6392 | 0.5585 | 0.7473 |
102
- | No log | 5.1 | 102 | 0.6628 | 0.5475 | 0.6628 | 0.8141 |
103
- | No log | 5.2 | 104 | 0.5979 | 0.5680 | 0.5980 | 0.7733 |
104
- | No log | 5.3 | 106 | 0.5169 | 0.5222 | 0.5169 | 0.7190 |
105
- | No log | 5.4 | 108 | 0.5175 | 0.5133 | 0.5175 | 0.7194 |
106
- | No log | 5.5 | 110 | 0.5324 | 0.5289 | 0.5324 | 0.7296 |
107
- | No log | 5.6 | 112 | 0.5148 | 0.5362 | 0.5148 | 0.7175 |
108
- | No log | 5.7 | 114 | 0.5258 | 0.6210 | 0.5258 | 0.7252 |
109
- | No log | 5.8 | 116 | 0.5757 | 0.5797 | 0.5757 | 0.7587 |
110
- | No log | 5.9 | 118 | 0.7492 | 0.5248 | 0.7492 | 0.8655 |
111
- | No log | 6.0 | 120 | 0.7939 | 0.5182 | 0.7939 | 0.8910 |
112
- | No log | 6.1 | 122 | 0.6454 | 0.4539 | 0.6454 | 0.8034 |
113
- | No log | 6.2 | 124 | 0.4988 | 0.5151 | 0.4988 | 0.7062 |
114
- | No log | 6.3 | 126 | 0.4997 | 0.5479 | 0.4997 | 0.7069 |
115
- | No log | 6.4 | 128 | 0.5235 | 0.6367 | 0.5235 | 0.7236 |
116
- | No log | 6.5 | 130 | 0.5514 | 0.6388 | 0.5514 | 0.7426 |
117
- | No log | 6.6 | 132 | 0.5787 | 0.5526 | 0.5787 | 0.7607 |
118
- | No log | 6.7 | 134 | 0.5831 | 0.5886 | 0.5831 | 0.7636 |
119
- | No log | 6.8 | 136 | 0.6886 | 0.5990 | 0.6886 | 0.8298 |
120
- | No log | 6.9 | 138 | 0.7234 | 0.5609 | 0.7234 | 0.8505 |
121
- | No log | 7.0 | 140 | 0.6516 | 0.5792 | 0.6516 | 0.8072 |
122
- | No log | 7.1 | 142 | 0.5464 | 0.6053 | 0.5464 | 0.7392 |
123
- | No log | 7.2 | 144 | 0.5149 | 0.5306 | 0.5149 | 0.7176 |
124
- | No log | 7.3 | 146 | 0.7283 | 0.4472 | 0.7283 | 0.8534 |
125
- | No log | 7.4 | 148 | 0.7855 | 0.4961 | 0.7855 | 0.8863 |
126
- | No log | 7.5 | 150 | 0.6638 | 0.4251 | 0.6638 | 0.8147 |
127
- | No log | 7.6 | 152 | 0.5461 | 0.4148 | 0.5461 | 0.7390 |
128
- | No log | 7.7 | 154 | 0.5430 | 0.3974 | 0.5430 | 0.7369 |
129
- | No log | 7.8 | 156 | 0.5325 | 0.4569 | 0.5325 | 0.7297 |
130
- | No log | 7.9 | 158 | 0.5081 | 0.5904 | 0.5081 | 0.7128 |
131
- | No log | 8.0 | 160 | 0.4903 | 0.6683 | 0.4903 | 0.7002 |
132
- | No log | 8.1 | 162 | 0.4744 | 0.6677 | 0.4744 | 0.6888 |
133
- | No log | 8.2 | 164 | 0.4675 | 0.6292 | 0.4675 | 0.6837 |
134
- | No log | 8.3 | 166 | 0.4555 | 0.6292 | 0.4555 | 0.6749 |
135
- | No log | 8.4 | 168 | 0.4475 | 0.6364 | 0.4475 | 0.6689 |
136
- | No log | 8.5 | 170 | 0.4568 | 0.6242 | 0.4568 | 0.6758 |
137
- | No log | 8.6 | 172 | 0.5199 | 0.5131 | 0.5199 | 0.7211 |
138
- | No log | 8.7 | 174 | 0.5356 | 0.5131 | 0.5356 | 0.7319 |
139
- | No log | 8.8 | 176 | 0.4962 | 0.5639 | 0.4962 | 0.7044 |
140
- | No log | 8.9 | 178 | 0.4660 | 0.5596 | 0.4660 | 0.6826 |
141
- | No log | 9.0 | 180 | 0.5019 | 0.5970 | 0.5019 | 0.7085 |
142
- | No log | 9.1 | 182 | 0.5145 | 0.6169 | 0.5145 | 0.7173 |
143
- | No log | 9.2 | 184 | 0.4883 | 0.6114 | 0.4883 | 0.6988 |
144
- | No log | 9.3 | 186 | 0.5156 | 0.5442 | 0.5156 | 0.7181 |
145
- | No log | 9.4 | 188 | 0.5460 | 0.4845 | 0.5460 | 0.7389 |
146
- | No log | 9.5 | 190 | 0.5049 | 0.4888 | 0.5049 | 0.7106 |
147
- | No log | 9.6 | 192 | 0.4814 | 0.4314 | 0.4814 | 0.6939 |
148
- | No log | 9.7 | 194 | 0.4674 | 0.5208 | 0.4674 | 0.6836 |
149
- | No log | 9.8 | 196 | 0.4865 | 0.6394 | 0.4865 | 0.6975 |
150
- | No log | 9.9 | 198 | 0.5429 | 0.6430 | 0.5429 | 0.7368 |
151
- | No log | 10.0 | 200 | 0.5656 | 0.6067 | 0.5656 | 0.7521 |
152
- | No log | 10.1 | 202 | 0.5606 | 0.6308 | 0.5606 | 0.7488 |
153
- | No log | 10.2 | 204 | 0.5082 | 0.6059 | 0.5082 | 0.7129 |
154
- | No log | 10.3 | 206 | 0.4855 | 0.5054 | 0.4855 | 0.6968 |
155
- | No log | 10.4 | 208 | 0.4762 | 0.5422 | 0.4762 | 0.6901 |
156
- | No log | 10.5 | 210 | 0.4687 | 0.5024 | 0.4687 | 0.6846 |
157
- | No log | 10.6 | 212 | 0.4629 | 0.5681 | 0.4629 | 0.6804 |
158
- | No log | 10.7 | 214 | 0.4712 | 0.5812 | 0.4712 | 0.6864 |
159
- | No log | 10.8 | 216 | 0.4791 | 0.5926 | 0.4791 | 0.6921 |
160
- | No log | 10.9 | 218 | 0.4780 | 0.5953 | 0.4780 | 0.6914 |
161
- | No log | 11.0 | 220 | 0.4839 | 0.5611 | 0.4839 | 0.6956 |
162
- | No log | 11.1 | 222 | 0.4771 | 0.6118 | 0.4771 | 0.6908 |
163
- | No log | 11.2 | 224 | 0.4685 | 0.5580 | 0.4685 | 0.6844 |
164
- | No log | 11.3 | 226 | 0.4611 | 0.5860 | 0.4611 | 0.6790 |
165
- | No log | 11.4 | 228 | 0.4743 | 0.6289 | 0.4743 | 0.6887 |
166
- | No log | 11.5 | 230 | 0.5038 | 0.5639 | 0.5038 | 0.7098 |
167
- | No log | 11.6 | 232 | 0.4975 | 0.6105 | 0.4975 | 0.7053 |
168
- | No log | 11.7 | 234 | 0.4647 | 0.5430 | 0.4647 | 0.6817 |
169
- | No log | 11.8 | 236 | 0.5235 | 0.5970 | 0.5235 | 0.7235 |
170
- | No log | 11.9 | 238 | 0.5472 | 0.5822 | 0.5472 | 0.7397 |
171
- | No log | 12.0 | 240 | 0.5365 | 0.6613 | 0.5365 | 0.7325 |
172
- | No log | 12.1 | 242 | 0.5293 | 0.5771 | 0.5293 | 0.7276 |
173
- | No log | 12.2 | 244 | 0.5339 | 0.5587 | 0.5339 | 0.7307 |
174
- | No log | 12.3 | 246 | 0.5177 | 0.5353 | 0.5177 | 0.7195 |
175
- | No log | 12.4 | 248 | 0.4985 | 0.5362 | 0.4985 | 0.7061 |
176
- | No log | 12.5 | 250 | 0.4703 | 0.5472 | 0.4703 | 0.6858 |
177
- | No log | 12.6 | 252 | 0.4662 | 0.5550 | 0.4662 | 0.6828 |
178
- | No log | 12.7 | 254 | 0.4771 | 0.5882 | 0.4771 | 0.6907 |
179
- | No log | 12.8 | 256 | 0.4720 | 0.4985 | 0.4720 | 0.6870 |
180
- | No log | 12.9 | 258 | 0.4655 | 0.5218 | 0.4655 | 0.6823 |
181
- | No log | 13.0 | 260 | 0.4698 | 0.5697 | 0.4698 | 0.6855 |
182
- | No log | 13.1 | 262 | 0.4701 | 0.5473 | 0.4701 | 0.6856 |
183
- | No log | 13.2 | 264 | 0.4679 | 0.5214 | 0.4679 | 0.6840 |
184
- | No log | 13.3 | 266 | 0.4489 | 0.5868 | 0.4489 | 0.6700 |
185
- | No log | 13.4 | 268 | 0.4508 | 0.5404 | 0.4508 | 0.6714 |
186
- | No log | 13.5 | 270 | 0.4514 | 0.5404 | 0.4514 | 0.6719 |
187
- | No log | 13.6 | 272 | 0.4490 | 0.5897 | 0.4490 | 0.6701 |
188
- | No log | 13.7 | 274 | 0.4684 | 0.5322 | 0.4684 | 0.6844 |
189
- | No log | 13.8 | 276 | 0.4802 | 0.5936 | 0.4802 | 0.6929 |
190
- | No log | 13.9 | 278 | 0.4721 | 0.6027 | 0.4721 | 0.6871 |
191
- | No log | 14.0 | 280 | 0.4645 | 0.6105 | 0.4645 | 0.6815 |
192
- | No log | 14.1 | 282 | 0.4634 | 0.6158 | 0.4634 | 0.6807 |
193
- | No log | 14.2 | 284 | 0.4685 | 0.5647 | 0.4685 | 0.6845 |
194
- | No log | 14.3 | 286 | 0.5135 | 0.5884 | 0.5135 | 0.7166 |
195
- | No log | 14.4 | 288 | 0.5173 | 0.5719 | 0.5173 | 0.7193 |
196
- | No log | 14.5 | 290 | 0.4714 | 0.5860 | 0.4714 | 0.6866 |
197
- | No log | 14.6 | 292 | 0.4581 | 0.5902 | 0.4581 | 0.6768 |
198
- | No log | 14.7 | 294 | 0.4659 | 0.6014 | 0.4659 | 0.6826 |
199
- | No log | 14.8 | 296 | 0.4727 | 0.5878 | 0.4727 | 0.6875 |
200
- | No log | 14.9 | 298 | 0.4842 | 0.5799 | 0.4842 | 0.6958 |
201
- | No log | 15.0 | 300 | 0.4927 | 0.5164 | 0.4927 | 0.7019 |
202
- | No log | 15.1 | 302 | 0.4702 | 0.6160 | 0.4702 | 0.6857 |
203
- | No log | 15.2 | 304 | 0.4498 | 0.5538 | 0.4498 | 0.6707 |
204
- | No log | 15.3 | 306 | 0.4513 | 0.5617 | 0.4513 | 0.6718 |
205
- | No log | 15.4 | 308 | 0.4501 | 0.5555 | 0.4501 | 0.6709 |
206
- | No log | 15.5 | 310 | 0.4519 | 0.5627 | 0.4519 | 0.6723 |
207
- | No log | 15.6 | 312 | 0.4367 | 0.5765 | 0.4367 | 0.6608 |
208
- | No log | 15.7 | 314 | 0.4268 | 0.6039 | 0.4268 | 0.6533 |
209
- | No log | 15.8 | 316 | 0.4366 | 0.6082 | 0.4366 | 0.6608 |
210
- | No log | 15.9 | 318 | 0.4722 | 0.5512 | 0.4722 | 0.6872 |
211
- | No log | 16.0 | 320 | 0.4837 | 0.5498 | 0.4837 | 0.6955 |
212
- | No log | 16.1 | 322 | 0.4805 | 0.5718 | 0.4805 | 0.6932 |
213
- | No log | 16.2 | 324 | 0.4736 | 0.5918 | 0.4736 | 0.6882 |
214
- | No log | 16.3 | 326 | 0.4691 | 0.5970 | 0.4691 | 0.6849 |
215
- | No log | 16.4 | 328 | 0.4664 | 0.5956 | 0.4664 | 0.6829 |
216
- | No log | 16.5 | 330 | 0.4590 | 0.5941 | 0.4590 | 0.6775 |
217
- | No log | 16.6 | 332 | 0.4577 | 0.5800 | 0.4577 | 0.6766 |
218
- | No log | 16.7 | 334 | 0.4845 | 0.5104 | 0.4845 | 0.6960 |
219
- | No log | 16.8 | 336 | 0.5082 | 0.4294 | 0.5082 | 0.7129 |
220
- | No log | 16.9 | 338 | 0.5032 | 0.4782 | 0.5032 | 0.7093 |
221
- | No log | 17.0 | 340 | 0.4938 | 0.6003 | 0.4938 | 0.7027 |
222
- | No log | 17.1 | 342 | 0.4811 | 0.5797 | 0.4811 | 0.6936 |
223
- | No log | 17.2 | 344 | 0.4719 | 0.5929 | 0.4719 | 0.6869 |
224
- | No log | 17.3 | 346 | 0.4676 | 0.5379 | 0.4676 | 0.6838 |
225
- | No log | 17.4 | 348 | 0.4693 | 0.4929 | 0.4693 | 0.6850 |
226
- | No log | 17.5 | 350 | 0.5037 | 0.5569 | 0.5037 | 0.7097 |
227
- | No log | 17.6 | 352 | 0.5372 | 0.5309 | 0.5372 | 0.7329 |
228
- | No log | 17.7 | 354 | 0.5557 | 0.5367 | 0.5557 | 0.7454 |
229
- | No log | 17.8 | 356 | 0.5382 | 0.5056 | 0.5382 | 0.7336 |
230
- | No log | 17.9 | 358 | 0.4977 | 0.5003 | 0.4977 | 0.7055 |
231
- | No log | 18.0 | 360 | 0.4774 | 0.5941 | 0.4774 | 0.6910 |
232
- | No log | 18.1 | 362 | 0.4709 | 0.5993 | 0.4709 | 0.6862 |
233
- | No log | 18.2 | 364 | 0.4878 | 0.5503 | 0.4878 | 0.6984 |
234
- | No log | 18.3 | 366 | 0.5370 | 0.5652 | 0.5370 | 0.7328 |
235
- | No log | 18.4 | 368 | 0.5501 | 0.5382 | 0.5501 | 0.7417 |
236
- | No log | 18.5 | 370 | 0.4924 | 0.5388 | 0.4924 | 0.7017 |
237
- | No log | 18.6 | 372 | 0.4576 | 0.6125 | 0.4576 | 0.6764 |
238
- | No log | 18.7 | 374 | 0.4637 | 0.5339 | 0.4637 | 0.6810 |
239
- | No log | 18.8 | 376 | 0.4640 | 0.5266 | 0.4640 | 0.6812 |
240
- | No log | 18.9 | 378 | 0.4498 | 0.5890 | 0.4498 | 0.6707 |
241
- | No log | 19.0 | 380 | 0.4655 | 0.6040 | 0.4655 | 0.6823 |
242
- | No log | 19.1 | 382 | 0.4819 | 0.5936 | 0.4819 | 0.6942 |
243
- | No log | 19.2 | 384 | 0.4804 | 0.5783 | 0.4804 | 0.6931 |
244
- | No log | 19.3 | 386 | 0.4926 | 0.5614 | 0.4926 | 0.7018 |
245
- | No log | 19.4 | 388 | 0.4882 | 0.5533 | 0.4882 | 0.6987 |
246
- | No log | 19.5 | 390 | 0.4767 | 0.5810 | 0.4767 | 0.6904 |
247
- | No log | 19.6 | 392 | 0.4539 | 0.5783 | 0.4539 | 0.6737 |
248
- | No log | 19.7 | 394 | 0.4421 | 0.6105 | 0.4421 | 0.6649 |
249
- | No log | 19.8 | 396 | 0.4429 | 0.6197 | 0.4429 | 0.6655 |
250
- | No log | 19.9 | 398 | 0.4510 | 0.5999 | 0.4510 | 0.6716 |
251
- | No log | 20.0 | 400 | 0.4573 | 0.6222 | 0.4573 | 0.6763 |
252
- | No log | 20.1 | 402 | 0.4650 | 0.6333 | 0.4650 | 0.6819 |
253
- | No log | 20.2 | 404 | 0.4738 | 0.6107 | 0.4738 | 0.6883 |
254
- | No log | 20.3 | 406 | 0.5164 | 0.6565 | 0.5164 | 0.7186 |
255
- | No log | 20.4 | 408 | 0.5159 | 0.6565 | 0.5159 | 0.7183 |
256
- | No log | 20.5 | 410 | 0.4720 | 0.6569 | 0.4720 | 0.6870 |
257
- | No log | 20.6 | 412 | 0.4375 | 0.7041 | 0.4375 | 0.6614 |
258
- | No log | 20.7 | 414 | 0.4327 | 0.6950 | 0.4327 | 0.6578 |
259
- | No log | 20.8 | 416 | 0.4477 | 0.6114 | 0.4477 | 0.6691 |
260
- | No log | 20.9 | 418 | 0.4432 | 0.5904 | 0.4432 | 0.6657 |
261
- | No log | 21.0 | 420 | 0.4412 | 0.6655 | 0.4412 | 0.6642 |
262
- | No log | 21.1 | 422 | 0.4608 | 0.6460 | 0.4608 | 0.6788 |
263
- | No log | 21.2 | 424 | 0.4745 | 0.6460 | 0.4745 | 0.6888 |
264
- | No log | 21.3 | 426 | 0.4865 | 0.6460 | 0.4865 | 0.6975 |
265
- | No log | 21.4 | 428 | 0.4874 | 0.6657 | 0.4874 | 0.6981 |
266
- | No log | 21.5 | 430 | 0.4963 | 0.6652 | 0.4963 | 0.7045 |
267
- | No log | 21.6 | 432 | 0.4802 | 0.6815 | 0.4802 | 0.6929 |
268
- | No log | 21.7 | 434 | 0.4532 | 0.7160 | 0.4532 | 0.6732 |
269
- | No log | 21.8 | 436 | 0.4514 | 0.6330 | 0.4514 | 0.6719 |
270
- | No log | 21.9 | 438 | 0.4569 | 0.6210 | 0.4569 | 0.6759 |
271
- | No log | 22.0 | 440 | 0.4408 | 0.6101 | 0.4408 | 0.6640 |
272
- | No log | 22.1 | 442 | 0.4349 | 0.6542 | 0.4349 | 0.6594 |
273
- | No log | 22.2 | 444 | 0.4441 | 0.6720 | 0.4441 | 0.6664 |
274
- | No log | 22.3 | 446 | 0.4538 | 0.6720 | 0.4538 | 0.6737 |
275
- | No log | 22.4 | 448 | 0.4470 | 0.7082 | 0.4470 | 0.6686 |
276
- | No log | 22.5 | 450 | 0.4379 | 0.6007 | 0.4379 | 0.6618 |
277
- | No log | 22.6 | 452 | 0.4289 | 0.6007 | 0.4289 | 0.6549 |
278
- | No log | 22.7 | 454 | 0.4323 | 0.5877 | 0.4323 | 0.6575 |
279
- | No log | 22.8 | 456 | 0.4383 | 0.5796 | 0.4383 | 0.6621 |
280
- | No log | 22.9 | 458 | 0.4376 | 0.5960 | 0.4376 | 0.6615 |
281
- | No log | 23.0 | 460 | 0.4461 | 0.6040 | 0.4461 | 0.6679 |
282
- | No log | 23.1 | 462 | 0.4431 | 0.6118 | 0.4431 | 0.6656 |
283
- | No log | 23.2 | 464 | 0.4449 | 0.6027 | 0.4449 | 0.6670 |
284
- | No log | 23.3 | 466 | 0.4450 | 0.6210 | 0.4450 | 0.6671 |
285
- | No log | 23.4 | 468 | 0.4581 | 0.6053 | 0.4581 | 0.6768 |
286
- | No log | 23.5 | 470 | 0.4580 | 0.5751 | 0.4580 | 0.6767 |
287
- | No log | 23.6 | 472 | 0.4464 | 0.5718 | 0.4464 | 0.6682 |
288
- | No log | 23.7 | 474 | 0.4292 | 0.6168 | 0.4292 | 0.6552 |
289
- | No log | 23.8 | 476 | 0.4324 | 0.6257 | 0.4324 | 0.6576 |
290
- | No log | 23.9 | 478 | 0.4357 | 0.6349 | 0.4357 | 0.6600 |
291
- | No log | 24.0 | 480 | 0.4290 | 0.6295 | 0.4290 | 0.6550 |
292
- | No log | 24.1 | 482 | 0.4173 | 0.6489 | 0.4173 | 0.6460 |
293
- | No log | 24.2 | 484 | 0.4145 | 0.6839 | 0.4145 | 0.6438 |
294
- | No log | 24.3 | 486 | 0.4087 | 0.6751 | 0.4087 | 0.6393 |
295
- | No log | 24.4 | 488 | 0.4027 | 0.6575 | 0.4027 | 0.6346 |
296
- | No log | 24.5 | 490 | 0.4001 | 0.6761 | 0.4001 | 0.6326 |
297
- | No log | 24.6 | 492 | 0.4057 | 0.6759 | 0.4057 | 0.6370 |
298
- | No log | 24.7 | 494 | 0.4043 | 0.6843 | 0.4043 | 0.6359 |
299
- | No log | 24.8 | 496 | 0.4155 | 0.6517 | 0.4155 | 0.6446 |
300
- | No log | 24.9 | 498 | 0.4178 | 0.6307 | 0.4178 | 0.6463 |
301
- | 0.2488 | 25.0 | 500 | 0.4179 | 0.5869 | 0.4179 | 0.6464 |
302
- | 0.2488 | 25.1 | 502 | 0.4302 | 0.5658 | 0.4302 | 0.6559 |
303
- | 0.2488 | 25.2 | 504 | 0.4447 | 0.5510 | 0.4447 | 0.6669 |
304
- | 0.2488 | 25.3 | 506 | 0.4353 | 0.5747 | 0.4353 | 0.6598 |
305
- | 0.2488 | 25.4 | 508 | 0.4225 | 0.6661 | 0.4225 | 0.6500 |
306
- | 0.2488 | 25.5 | 510 | 0.4259 | 0.6636 | 0.4259 | 0.6526 |
307
- | 0.2488 | 25.6 | 512 | 0.4243 | 0.6914 | 0.4243 | 0.6514 |
308
- | 0.2488 | 25.7 | 514 | 0.4184 | 0.6743 | 0.4184 | 0.6469 |
309
- | 0.2488 | 25.8 | 516 | 0.4152 | 0.6118 | 0.4152 | 0.6443 |
310
- | 0.2488 | 25.9 | 518 | 0.4184 | 0.6383 | 0.4184 | 0.6468 |
311
- | 0.2488 | 26.0 | 520 | 0.4246 | 0.6383 | 0.4246 | 0.6516 |
312
- | 0.2488 | 26.1 | 522 | 0.4307 | 0.6267 | 0.4307 | 0.6563 |
313
- | 0.2488 | 26.2 | 524 | 0.4474 | 0.6709 | 0.4474 | 0.6689 |
314
- | 0.2488 | 26.3 | 526 | 0.4651 | 0.6337 | 0.4651 | 0.6820 |
315
- | 0.2488 | 26.4 | 528 | 0.4683 | 0.6372 | 0.4683 | 0.6843 |
316
- | 0.2488 | 26.5 | 530 | 0.4523 | 0.6398 | 0.4523 | 0.6725 |
317
- | 0.2488 | 26.6 | 532 | 0.4574 | 0.6595 | 0.4574 | 0.6763 |
318
- | 0.2488 | 26.7 | 534 | 0.5010 | 0.6229 | 0.5010 | 0.7078 |
319
- | 0.2488 | 26.8 | 536 | 0.5232 | 0.6218 | 0.5232 | 0.7233 |
320
- | 0.2488 | 26.9 | 538 | 0.5122 | 0.6218 | 0.5122 | 0.7157 |
321
- | 0.2488 | 27.0 | 540 | 0.4815 | 0.6294 | 0.4815 | 0.6939 |
322
- | 0.2488 | 27.1 | 542 | 0.4556 | 0.6182 | 0.4556 | 0.6750 |
323
- | 0.2488 | 27.2 | 544 | 0.4344 | 0.6745 | 0.4344 | 0.6591 |
324
- | 0.2488 | 27.3 | 546 | 0.4286 | 0.6651 | 0.4286 | 0.6546 |
325
- | 0.2488 | 27.4 | 548 | 0.4247 | 0.6661 | 0.4247 | 0.6517 |
326
- | 0.2488 | 27.5 | 550 | 0.4309 | 0.6101 | 0.4309 | 0.6565 |
327
- | 0.2488 | 27.6 | 552 | 0.4439 | 0.5918 | 0.4439 | 0.6663 |
328
- | 0.2488 | 27.7 | 554 | 0.4421 | 0.5999 | 0.4421 | 0.6649 |
329
- | 0.2488 | 27.8 | 556 | 0.4358 | 0.6197 | 0.4358 | 0.6602 |
330
- | 0.2488 | 27.9 | 558 | 0.4379 | 0.6455 | 0.4379 | 0.6617 |
331
- | 0.2488 | 28.0 | 560 | 0.4499 | 0.6326 | 0.4499 | 0.6707 |
332
- | 0.2488 | 28.1 | 562 | 0.4529 | 0.6326 | 0.4529 | 0.6730 |
333
- | 0.2488 | 28.2 | 564 | 0.4462 | 0.6078 | 0.4462 | 0.6680 |
334
- | 0.2488 | 28.3 | 566 | 0.4363 | 0.6001 | 0.4363 | 0.6605 |
335
- | 0.2488 | 28.4 | 568 | 0.4410 | 0.5915 | 0.4410 | 0.6640 |
336
- | 0.2488 | 28.5 | 570 | 0.4486 | 0.6210 | 0.4486 | 0.6698 |
337
- | 0.2488 | 28.6 | 572 | 0.4637 | 0.6114 | 0.4637 | 0.6810 |
338
- | 0.2488 | 28.7 | 574 | 0.4737 | 0.6071 | 0.4737 | 0.6882 |
339
- | 0.2488 | 28.8 | 576 | 0.4661 | 0.6064 | 0.4661 | 0.6828 |
340
- | 0.2488 | 28.9 | 578 | 0.4531 | 0.6136 | 0.4531 | 0.6731 |
341
- | 0.2488 | 29.0 | 580 | 0.4364 | 0.6210 | 0.4364 | 0.6606 |
342
- | 0.2488 | 29.1 | 582 | 0.4267 | 0.6439 | 0.4267 | 0.6532 |
343
- | 0.2488 | 29.2 | 584 | 0.4254 | 0.6326 | 0.4254 | 0.6522 |
344
- | 0.2488 | 29.3 | 586 | 0.4245 | 0.6339 | 0.4245 | 0.6515 |
345
- | 0.2488 | 29.4 | 588 | 0.4279 | 0.6277 | 0.4279 | 0.6542 |
346
- | 0.2488 | 29.5 | 590 | 0.4373 | 0.6561 | 0.4373 | 0.6613 |
347
- | 0.2488 | 29.6 | 592 | 0.4469 | 0.6484 | 0.4469 | 0.6685 |
348
- | 0.2488 | 29.7 | 594 | 0.4629 | 0.5868 | 0.4629 | 0.6803 |
349
- | 0.2488 | 29.8 | 596 | 0.4833 | 0.5706 | 0.4833 | 0.6952 |
350
- | 0.2488 | 29.9 | 598 | 0.4774 | 0.5348 | 0.4774 | 0.6909 |
351
- | 0.2488 | 30.0 | 600 | 0.4542 | 0.6584 | 0.4542 | 0.6739 |
352
- | 0.2488 | 30.1 | 602 | 0.4427 | 0.6210 | 0.4427 | 0.6654 |
353
- | 0.2488 | 30.2 | 604 | 0.4608 | 0.6474 | 0.4608 | 0.6788 |
354
- | 0.2488 | 30.3 | 606 | 0.4838 | 0.6867 | 0.4838 | 0.6956 |
355
- | 0.2488 | 30.4 | 608 | 0.4670 | 0.6706 | 0.4670 | 0.6834 |
356
- | 0.2488 | 30.5 | 610 | 0.4317 | 0.6474 | 0.4317 | 0.6571 |
357
- | 0.2488 | 30.6 | 612 | 0.4197 | 0.6197 | 0.4197 | 0.6479 |
358
- | 0.2488 | 30.7 | 614 | 0.4307 | 0.6223 | 0.4307 | 0.6563 |
359
- | 0.2488 | 30.8 | 616 | 0.4388 | 0.6419 | 0.4388 | 0.6625 |
360
- | 0.2488 | 30.9 | 618 | 0.4407 | 0.6419 | 0.4407 | 0.6639 |
361
- | 0.2488 | 31.0 | 620 | 0.4406 | 0.6419 | 0.4406 | 0.6637 |
362
- | 0.2488 | 31.1 | 622 | 0.4337 | 0.6244 | 0.4337 | 0.6585 |
363
- | 0.2488 | 31.2 | 624 | 0.4383 | 0.6474 | 0.4383 | 0.6621 |
364
- | 0.2488 | 31.3 | 626 | 0.4331 | 0.6561 | 0.4331 | 0.6581 |
365
- | 0.2488 | 31.4 | 628 | 0.4190 | 0.6298 | 0.4190 | 0.6473 |
366
- | 0.2488 | 31.5 | 630 | 0.4100 | 0.6661 | 0.4100 | 0.6403 |
367
- | 0.2488 | 31.6 | 632 | 0.4053 | 0.6661 | 0.4053 | 0.6367 |
368
- | 0.2488 | 31.7 | 634 | 0.4169 | 0.6197 | 0.4169 | 0.6457 |
369
- | 0.2488 | 31.8 | 636 | 0.4373 | 0.6483 | 0.4373 | 0.6613 |
370
- | 0.2488 | 31.9 | 638 | 0.4599 | 0.6245 | 0.4599 | 0.6782 |
371
- | 0.2488 | 32.0 | 640 | 0.4947 | 0.6395 | 0.4947 | 0.7034 |
372
- | 0.2488 | 32.1 | 642 | 0.5385 | 0.6218 | 0.5385 | 0.7338 |
373
- | 0.2488 | 32.2 | 644 | 0.5471 | 0.6218 | 0.5471 | 0.7396 |
374
- | 0.2488 | 32.3 | 646 | 0.5216 | 0.6218 | 0.5216 | 0.7222 |
375
- | 0.2488 | 32.4 | 648 | 0.4882 | 0.6271 | 0.4882 | 0.6987 |
376
- | 0.2488 | 32.5 | 650 | 0.4585 | 0.5509 | 0.4585 | 0.6771 |
377
- | 0.2488 | 32.6 | 652 | 0.4582 | 0.6641 | 0.4582 | 0.6769 |
378
- | 0.2488 | 32.7 | 654 | 0.4804 | 0.6251 | 0.4804 | 0.6931 |
379
- | 0.2488 | 32.8 | 656 | 0.4757 | 0.6251 | 0.4757 | 0.6897 |
380
- | 0.2488 | 32.9 | 658 | 0.4570 | 0.6240 | 0.4570 | 0.6760 |
381
- | 0.2488 | 33.0 | 660 | 0.4439 | 0.5937 | 0.4439 | 0.6662 |
382
- | 0.2488 | 33.1 | 662 | 0.4387 | 0.6129 | 0.4387 | 0.6623 |
383
- | 0.2488 | 33.2 | 664 | 0.4405 | 0.5956 | 0.4405 | 0.6637 |
384
- | 0.2488 | 33.3 | 666 | 0.4434 | 0.5890 | 0.4434 | 0.6659 |
385
- | 0.2488 | 33.4 | 668 | 0.4420 | 0.6087 | 0.4420 | 0.6648 |
386
- | 0.2488 | 33.5 | 670 | 0.4392 | 0.6298 | 0.4392 | 0.6628 |
387
- | 0.2488 | 33.6 | 672 | 0.4443 | 0.6657 | 0.4443 | 0.6666 |
388
- | 0.2488 | 33.7 | 674 | 0.4560 | 0.6018 | 0.4560 | 0.6753 |
389
- | 0.2488 | 33.8 | 676 | 0.4722 | 0.6048 | 0.4722 | 0.6872 |
390
- | 0.2488 | 33.9 | 678 | 0.4791 | 0.6229 | 0.4791 | 0.6921 |
391
- | 0.2488 | 34.0 | 680 | 0.4667 | 0.6048 | 0.4667 | 0.6832 |
392
- | 0.2488 | 34.1 | 682 | 0.4535 | 0.5953 | 0.4535 | 0.6734 |
393
- | 0.2488 | 34.2 | 684 | 0.4464 | 0.5769 | 0.4464 | 0.6682 |
394
- | 0.2488 | 34.3 | 686 | 0.4617 | 0.6080 | 0.4617 | 0.6795 |
395
- | 0.2488 | 34.4 | 688 | 0.4823 | 0.6270 | 0.4823 | 0.6945 |
396
- | 0.2488 | 34.5 | 690 | 0.4834 | 0.6072 | 0.4834 | 0.6953 |
397
- | 0.2488 | 34.6 | 692 | 0.4748 | 0.5820 | 0.4748 | 0.6890 |
398
- | 0.2488 | 34.7 | 694 | 0.4857 | 0.6053 | 0.4857 | 0.6969 |
399
- | 0.2488 | 34.8 | 696 | 0.4935 | 0.6399 | 0.4935 | 0.7025 |
400
- | 0.2488 | 34.9 | 698 | 0.4936 | 0.6395 | 0.4936 | 0.7026 |
401
- | 0.2488 | 35.0 | 700 | 0.5060 | 0.5957 | 0.5060 | 0.7113 |
402
- | 0.2488 | 35.1 | 702 | 0.4937 | 0.6132 | 0.4937 | 0.7026 |
403
- | 0.2488 | 35.2 | 704 | 0.4652 | 0.6379 | 0.4652 | 0.6820 |
404
- | 0.2488 | 35.3 | 706 | 0.4514 | 0.6280 | 0.4514 | 0.6718 |
405
- | 0.2488 | 35.4 | 708 | 0.4396 | 0.6340 | 0.4396 | 0.6630 |
406
- | 0.2488 | 35.5 | 710 | 0.4379 | 0.6405 | 0.4379 | 0.6617 |
407
- | 0.2488 | 35.6 | 712 | 0.4377 | 0.6006 | 0.4377 | 0.6616 |
408
- | 0.2488 | 35.7 | 714 | 0.4453 | 0.6280 | 0.4453 | 0.6673 |
409
- | 0.2488 | 35.8 | 716 | 0.4557 | 0.6280 | 0.4557 | 0.6751 |
410
- | 0.2488 | 35.9 | 718 | 0.4588 | 0.6271 | 0.4588 | 0.6773 |
411
- | 0.2488 | 36.0 | 720 | 0.4790 | 0.6558 | 0.4790 | 0.6921 |
412
- | 0.2488 | 36.1 | 722 | 0.4851 | 0.6557 | 0.4851 | 0.6965 |
413
- | 0.2488 | 36.2 | 724 | 0.4733 | 0.6459 | 0.4733 | 0.6880 |
414
- | 0.2488 | 36.3 | 726 | 0.4517 | 0.6333 | 0.4517 | 0.6721 |
415
- | 0.2488 | 36.4 | 728 | 0.4408 | 0.6492 | 0.4408 | 0.6639 |
416
- | 0.2488 | 36.5 | 730 | 0.4324 | 0.6492 | 0.4324 | 0.6576 |
417
- | 0.2488 | 36.6 | 732 | 0.4325 | 0.6467 | 0.4325 | 0.6577 |
418
- | 0.2488 | 36.7 | 734 | 0.4298 | 0.6467 | 0.4298 | 0.6556 |
419
- | 0.2488 | 36.8 | 736 | 0.4320 | 0.6492 | 0.4320 | 0.6573 |
420
- | 0.2488 | 36.9 | 738 | 0.4431 | 0.6677 | 0.4431 | 0.6657 |
421
- | 0.2488 | 37.0 | 740 | 0.4557 | 0.6235 | 0.4557 | 0.6750 |
422
- | 0.2488 | 37.1 | 742 | 0.4713 | 0.6024 | 0.4713 | 0.6865 |
423
- | 0.2488 | 37.2 | 744 | 0.4873 | 0.6395 | 0.4873 | 0.6981 |
424
- | 0.2488 | 37.3 | 746 | 0.4770 | 0.6384 | 0.4770 | 0.6907 |
425
- | 0.2488 | 37.4 | 748 | 0.4460 | 0.6084 | 0.4460 | 0.6678 |
426
- | 0.2488 | 37.5 | 750 | 0.4245 | 0.6492 | 0.4245 | 0.6515 |
427
- | 0.2488 | 37.6 | 752 | 0.4225 | 0.6743 | 0.4225 | 0.6500 |
428
- | 0.2488 | 37.7 | 754 | 0.4315 | 0.6723 | 0.4315 | 0.6569 |
429
- | 0.2488 | 37.8 | 756 | 0.4342 | 0.6623 | 0.4342 | 0.6589 |
430
- | 0.2488 | 37.9 | 758 | 0.4304 | 0.6623 | 0.4304 | 0.6561 |
431
- | 0.2488 | 38.0 | 760 | 0.4281 | 0.6228 | 0.4281 | 0.6543 |
432
- | 0.2488 | 38.1 | 762 | 0.4259 | 0.6214 | 0.4259 | 0.6526 |
433
- | 0.2488 | 38.2 | 764 | 0.4257 | 0.6214 | 0.4257 | 0.6525 |
434
- | 0.2488 | 38.3 | 766 | 0.4332 | 0.6132 | 0.4332 | 0.6582 |
435
- | 0.2488 | 38.4 | 768 | 0.4369 | 0.6334 | 0.4369 | 0.6610 |
436
- | 0.2488 | 38.5 | 770 | 0.4467 | 0.6612 | 0.4467 | 0.6683 |
437
- | 0.2488 | 38.6 | 772 | 0.4500 | 0.6423 | 0.4500 | 0.6708 |
438
- | 0.2488 | 38.7 | 774 | 0.4414 | 0.6423 | 0.4414 | 0.6643 |
439
- | 0.2488 | 38.8 | 776 | 0.4255 | 0.6518 | 0.4255 | 0.6523 |
440
- | 0.2488 | 38.9 | 778 | 0.4169 | 0.6733 | 0.4169 | 0.6457 |
441
- | 0.2488 | 39.0 | 780 | 0.4192 | 0.6648 | 0.4192 | 0.6475 |
442
- | 0.2488 | 39.1 | 782 | 0.4241 | 0.6467 | 0.4241 | 0.6513 |
443
- | 0.2488 | 39.2 | 784 | 0.4313 | 0.6904 | 0.4313 | 0.6567 |
444
- | 0.2488 | 39.3 | 786 | 0.4437 | 0.6709 | 0.4437 | 0.6661 |
445
- | 0.2488 | 39.4 | 788 | 0.4676 | 0.6423 | 0.4676 | 0.6838 |
446
- | 0.2488 | 39.5 | 790 | 0.4823 | 0.6227 | 0.4823 | 0.6945 |
447
- | 0.2488 | 39.6 | 792 | 0.4817 | 0.6227 | 0.4817 | 0.6941 |
448
- | 0.2488 | 39.7 | 794 | 0.4765 | 0.6025 | 0.4765 | 0.6903 |
449
- | 0.2488 | 39.8 | 796 | 0.4525 | 0.6604 | 0.4525 | 0.6727 |
450
- | 0.2488 | 39.9 | 798 | 0.4315 | 0.6414 | 0.4315 | 0.6569 |
451
- | 0.2488 | 40.0 | 800 | 0.4241 | 0.6517 | 0.4241 | 0.6512 |
452
- | 0.2488 | 40.1 | 802 | 0.4236 | 0.6200 | 0.4236 | 0.6509 |
453
- | 0.2488 | 40.2 | 804 | 0.4282 | 0.6200 | 0.4282 | 0.6543 |
454
- | 0.2488 | 40.3 | 806 | 0.4288 | 0.5556 | 0.4288 | 0.6548 |
455
- | 0.2488 | 40.4 | 808 | 0.4286 | 0.6032 | 0.4286 | 0.6547 |
456
- | 0.2488 | 40.5 | 810 | 0.4294 | 0.6556 | 0.4294 | 0.6553 |
457
- | 0.2488 | 40.6 | 812 | 0.4459 | 0.6408 | 0.4459 | 0.6678 |
458
- | 0.2488 | 40.7 | 814 | 0.4870 | 0.5817 | 0.4870 | 0.6978 |
459
- | 0.2488 | 40.8 | 816 | 0.5127 | 0.5442 | 0.5127 | 0.7160 |
460
- | 0.2488 | 40.9 | 818 | 0.5224 | 0.5308 | 0.5224 | 0.7227 |
461
- | 0.2488 | 41.0 | 820 | 0.5158 | 0.5308 | 0.5158 | 0.7182 |
462
- | 0.2488 | 41.1 | 822 | 0.4984 | 0.4948 | 0.4984 | 0.7060 |
463
 
464
 
465
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k5_task7_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_k5_task7_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: 0.6931
19
+ - Qwk: 0.4592
20
+ - Mse: 0.6931
21
+ - Rmse: 0.8325
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.08 | 2 | 2.5881 | 0.0052 | 2.5881 | 1.6088 |
53
+ | No log | 0.16 | 4 | 1.4276 | 0.0547 | 1.4276 | 1.1948 |
54
+ | No log | 0.24 | 6 | 0.8136 | 0.0509 | 0.8136 | 0.9020 |
55
+ | No log | 0.32 | 8 | 0.9098 | 0.0715 | 0.9098 | 0.9538 |
56
+ | No log | 0.4 | 10 | 0.9846 | 0.3066 | 0.9846 | 0.9923 |
57
+ | No log | 0.48 | 12 | 0.7534 | 0.3538 | 0.7534 | 0.8680 |
58
+ | No log | 0.56 | 14 | 0.6428 | 0.3166 | 0.6428 | 0.8018 |
59
+ | No log | 0.64 | 16 | 0.7146 | 0.3991 | 0.7146 | 0.8453 |
60
+ | No log | 0.72 | 18 | 0.8478 | 0.3516 | 0.8478 | 0.9208 |
61
+ | No log | 0.8 | 20 | 0.7647 | 0.3938 | 0.7647 | 0.8745 |
62
+ | No log | 0.88 | 22 | 0.6610 | 0.4624 | 0.6610 | 0.8130 |
63
+ | No log | 0.96 | 24 | 0.5752 | 0.4124 | 0.5752 | 0.7584 |
64
+ | No log | 1.04 | 26 | 0.5608 | 0.4378 | 0.5608 | 0.7489 |
65
+ | No log | 1.12 | 28 | 0.7491 | 0.4646 | 0.7491 | 0.8655 |
66
+ | No log | 1.2 | 30 | 0.9540 | 0.2756 | 0.9540 | 0.9768 |
67
+ | No log | 1.28 | 32 | 0.8396 | 0.3657 | 0.8396 | 0.9163 |
68
+ | No log | 1.3600 | 34 | 0.5506 | 0.4124 | 0.5506 | 0.7420 |
69
+ | No log | 1.44 | 36 | 0.5588 | 0.4475 | 0.5588 | 0.7475 |
70
+ | No log | 1.52 | 38 | 0.5685 | 0.4514 | 0.5685 | 0.7540 |
71
+ | No log | 1.6 | 40 | 0.6887 | 0.4808 | 0.6887 | 0.8299 |
72
+ | No log | 1.6800 | 42 | 0.9237 | 0.4003 | 0.9237 | 0.9611 |
73
+ | No log | 1.76 | 44 | 1.0499 | 0.3689 | 1.0499 | 1.0246 |
74
+ | No log | 1.8400 | 46 | 0.8730 | 0.4032 | 0.8730 | 0.9343 |
75
+ | No log | 1.92 | 48 | 0.6103 | 0.4788 | 0.6103 | 0.7812 |
76
+ | No log | 2.0 | 50 | 0.5954 | 0.4438 | 0.5954 | 0.7717 |
77
+ | No log | 2.08 | 52 | 0.5527 | 0.4257 | 0.5527 | 0.7434 |
78
+ | No log | 2.16 | 54 | 0.6231 | 0.4482 | 0.6231 | 0.7894 |
79
+ | No log | 2.24 | 56 | 0.6802 | 0.4574 | 0.6802 | 0.8247 |
80
+ | No log | 2.32 | 58 | 0.5971 | 0.4745 | 0.5971 | 0.7727 |
81
+ | No log | 2.4 | 60 | 0.5527 | 0.5075 | 0.5527 | 0.7434 |
82
+ | No log | 2.48 | 62 | 0.5780 | 0.4813 | 0.5780 | 0.7603 |
83
+ | No log | 2.56 | 64 | 0.5634 | 0.4681 | 0.5634 | 0.7506 |
84
+ | No log | 2.64 | 66 | 0.6465 | 0.5139 | 0.6465 | 0.8040 |
85
+ | No log | 2.7200 | 68 | 0.8086 | 0.4511 | 0.8086 | 0.8992 |
86
+ | No log | 2.8 | 70 | 0.9270 | 0.3450 | 0.9270 | 0.9628 |
87
+ | No log | 2.88 | 72 | 0.9196 | 0.4032 | 0.9196 | 0.9589 |
88
+ | No log | 2.96 | 74 | 0.8886 | 0.4287 | 0.8886 | 0.9427 |
89
+ | No log | 3.04 | 76 | 0.8288 | 0.3645 | 0.8288 | 0.9104 |
90
+ | No log | 3.12 | 78 | 0.9177 | 0.4652 | 0.9177 | 0.9579 |
91
+ | No log | 3.2 | 80 | 0.9250 | 0.4270 | 0.9250 | 0.9617 |
92
+ | No log | 3.2800 | 82 | 0.9289 | 0.4124 | 0.9289 | 0.9638 |
93
+ | No log | 3.36 | 84 | 0.9107 | 0.4124 | 0.9107 | 0.9543 |
94
+ | No log | 3.44 | 86 | 0.8706 | 0.4837 | 0.8706 | 0.9330 |
95
+ | No log | 3.52 | 88 | 0.8164 | 0.5146 | 0.8164 | 0.9035 |
96
+ | No log | 3.6 | 90 | 0.8725 | 0.4455 | 0.8725 | 0.9341 |
97
+ | No log | 3.68 | 92 | 0.8850 | 0.4701 | 0.8850 | 0.9407 |
98
+ | No log | 3.76 | 94 | 0.8400 | 0.4568 | 0.8400 | 0.9165 |
99
+ | No log | 3.84 | 96 | 0.8667 | 0.4703 | 0.8667 | 0.9310 |
100
+ | No log | 3.92 | 98 | 0.7959 | 0.3503 | 0.7959 | 0.8922 |
101
+ | No log | 4.0 | 100 | 0.8302 | 0.3525 | 0.8302 | 0.9112 |
102
+ | No log | 4.08 | 102 | 1.0053 | 0.2343 | 1.0053 | 1.0026 |
103
+ | No log | 4.16 | 104 | 1.4739 | 0.3044 | 1.4739 | 1.2140 |
104
+ | No log | 4.24 | 106 | 1.3607 | 0.2523 | 1.3607 | 1.1665 |
105
+ | No log | 4.32 | 108 | 1.1740 | 0.2650 | 1.1740 | 1.0835 |
106
+ | No log | 4.4 | 110 | 0.8322 | 0.3978 | 0.8322 | 0.9123 |
107
+ | No log | 4.48 | 112 | 0.6772 | 0.4788 | 0.6772 | 0.8229 |
108
+ | No log | 4.5600 | 114 | 0.6430 | 0.4197 | 0.6430 | 0.8018 |
109
+ | No log | 4.64 | 116 | 0.7687 | 0.4096 | 0.7687 | 0.8767 |
110
+ | No log | 4.72 | 118 | 0.8610 | 0.4270 | 0.8610 | 0.9279 |
111
+ | No log | 4.8 | 120 | 0.8336 | 0.5181 | 0.8336 | 0.9130 |
112
+ | No log | 4.88 | 122 | 0.6882 | 0.5582 | 0.6882 | 0.8296 |
113
+ | No log | 4.96 | 124 | 0.6101 | 0.4624 | 0.6101 | 0.7811 |
114
+ | No log | 5.04 | 126 | 0.5971 | 0.5259 | 0.5971 | 0.7727 |
115
+ | No log | 5.12 | 128 | 0.6823 | 0.4795 | 0.6823 | 0.8260 |
116
+ | No log | 5.2 | 130 | 0.7661 | 0.4632 | 0.7661 | 0.8753 |
117
+ | No log | 5.28 | 132 | 0.9291 | 0.5100 | 0.9291 | 0.9639 |
118
+ | No log | 5.36 | 134 | 0.9661 | 0.4819 | 0.9661 | 0.9829 |
119
+ | No log | 5.44 | 136 | 0.8234 | 0.5229 | 0.8234 | 0.9074 |
120
+ | No log | 5.52 | 138 | 0.6461 | 0.4845 | 0.6461 | 0.8038 |
121
+ | No log | 5.6 | 140 | 0.5360 | 0.5098 | 0.5360 | 0.7321 |
122
+ | No log | 5.68 | 142 | 0.5240 | 0.4933 | 0.5240 | 0.7239 |
123
+ | No log | 5.76 | 144 | 0.5711 | 0.5107 | 0.5711 | 0.7557 |
124
+ | No log | 5.84 | 146 | 0.5940 | 0.4783 | 0.5940 | 0.7707 |
125
+ | No log | 5.92 | 148 | 0.5435 | 0.4933 | 0.5435 | 0.7372 |
126
+ | No log | 6.0 | 150 | 0.5519 | 0.4819 | 0.5519 | 0.7429 |
127
+ | No log | 6.08 | 152 | 0.5910 | 0.5093 | 0.5910 | 0.7687 |
128
+ | No log | 6.16 | 154 | 0.7270 | 0.4735 | 0.7270 | 0.8526 |
129
+ | No log | 6.24 | 156 | 0.8356 | 0.4568 | 0.8356 | 0.9141 |
130
+ | No log | 6.32 | 158 | 0.8208 | 0.4346 | 0.8208 | 0.9060 |
131
+ | No log | 6.4 | 160 | 0.7693 | 0.4208 | 0.7693 | 0.8771 |
132
+ | No log | 6.48 | 162 | 0.8319 | 0.4346 | 0.8319 | 0.9121 |
133
+ | No log | 6.5600 | 164 | 0.7844 | 0.4760 | 0.7844 | 0.8857 |
134
+ | No log | 6.64 | 166 | 0.6959 | 0.4853 | 0.6959 | 0.8342 |
135
+ | No log | 6.72 | 168 | 0.7506 | 0.5160 | 0.7506 | 0.8664 |
136
+ | No log | 6.8 | 170 | 0.7488 | 0.5296 | 0.7488 | 0.8653 |
137
+ | No log | 6.88 | 172 | 0.7076 | 0.5296 | 0.7076 | 0.8412 |
138
+ | No log | 6.96 | 174 | 0.6541 | 0.5720 | 0.6541 | 0.8088 |
139
+ | No log | 7.04 | 176 | 0.5915 | 0.4646 | 0.5915 | 0.7691 |
140
+ | No log | 7.12 | 178 | 0.5910 | 0.4726 | 0.5910 | 0.7688 |
141
+ | No log | 7.2 | 180 | 0.6618 | 0.4687 | 0.6618 | 0.8135 |
142
+ | No log | 7.28 | 182 | 0.7645 | 0.4545 | 0.7645 | 0.8743 |
143
+ | No log | 7.36 | 184 | 0.9115 | 0.3830 | 0.9115 | 0.9547 |
144
+ | No log | 7.44 | 186 | 0.8645 | 0.4545 | 0.8645 | 0.9298 |
145
+ | No log | 7.52 | 188 | 0.6470 | 0.5009 | 0.6470 | 0.8044 |
146
+ | No log | 7.6 | 190 | 0.5909 | 0.4272 | 0.5909 | 0.7687 |
147
+ | No log | 7.68 | 192 | 0.6430 | 0.4769 | 0.6430 | 0.8019 |
148
+ | No log | 7.76 | 194 | 0.7047 | 0.4308 | 0.7047 | 0.8395 |
149
+ | No log | 7.84 | 196 | 0.8778 | 0.4189 | 0.8778 | 0.9369 |
150
+ | No log | 7.92 | 198 | 1.0907 | 0.3723 | 1.0907 | 1.0444 |
151
+ | No log | 8.0 | 200 | 0.9898 | 0.3630 | 0.9898 | 0.9949 |
152
+ | No log | 8.08 | 202 | 0.8144 | 0.4400 | 0.8144 | 0.9024 |
153
+ | No log | 8.16 | 204 | 0.7062 | 0.4197 | 0.7062 | 0.8403 |
154
+ | No log | 8.24 | 206 | 0.7720 | 0.4328 | 0.7720 | 0.8786 |
155
+ | No log | 8.32 | 208 | 0.9503 | 0.4045 | 0.9503 | 0.9748 |
156
+ | No log | 8.4 | 210 | 0.8920 | 0.4450 | 0.8920 | 0.9445 |
157
+ | No log | 8.48 | 212 | 0.8004 | 0.4618 | 0.8004 | 0.8946 |
158
+ | No log | 8.56 | 214 | 0.7571 | 0.5146 | 0.7571 | 0.8701 |
159
+ | No log | 8.64 | 216 | 0.7189 | 0.4721 | 0.7189 | 0.8479 |
160
+ | No log | 8.72 | 218 | 0.6692 | 0.4795 | 0.6692 | 0.8180 |
161
+ | No log | 8.8 | 220 | 0.6761 | 0.4275 | 0.6761 | 0.8223 |
162
+ | No log | 8.88 | 222 | 0.6384 | 0.4218 | 0.6384 | 0.7990 |
163
+ | No log | 8.96 | 224 | 0.6764 | 0.4424 | 0.6764 | 0.8224 |
164
+ | No log | 9.04 | 226 | 0.8217 | 0.4538 | 0.8217 | 0.9065 |
165
+ | No log | 9.12 | 228 | 0.8604 | 0.4454 | 0.8604 | 0.9276 |
166
+ | No log | 9.2 | 230 | 0.7712 | 0.3918 | 0.7712 | 0.8782 |
167
+ | No log | 9.28 | 232 | 0.8133 | 0.4400 | 0.8133 | 0.9018 |
168
+ | No log | 9.36 | 234 | 0.7539 | 0.4870 | 0.7539 | 0.8683 |
169
+ | No log | 9.44 | 236 | 0.6622 | 0.5388 | 0.6622 | 0.8137 |
170
+ | No log | 9.52 | 238 | 0.6231 | 0.5758 | 0.6231 | 0.7894 |
171
+ | No log | 9.6 | 240 | 0.6206 | 0.5368 | 0.6206 | 0.7878 |
172
+ | No log | 9.68 | 242 | 0.6326 | 0.5368 | 0.6326 | 0.7954 |
173
+ | No log | 9.76 | 244 | 0.6708 | 0.5278 | 0.6708 | 0.8191 |
174
+ | No log | 9.84 | 246 | 0.6359 | 0.4741 | 0.6359 | 0.7974 |
175
+ | No log | 9.92 | 248 | 0.6040 | 0.4819 | 0.6040 | 0.7772 |
176
+ | No log | 10.0 | 250 | 0.5856 | 0.4997 | 0.5856 | 0.7653 |
177
+ | No log | 10.08 | 252 | 0.5838 | 0.5468 | 0.5838 | 0.7640 |
178
+ | No log | 10.16 | 254 | 0.6196 | 0.5140 | 0.6196 | 0.7872 |
179
+ | No log | 10.24 | 256 | 0.7477 | 0.4574 | 0.7477 | 0.8647 |
180
+ | No log | 10.32 | 258 | 0.9512 | 0.4233 | 0.9512 | 0.9753 |
181
+ | No log | 10.4 | 260 | 0.9778 | 0.4161 | 0.9778 | 0.9888 |
182
+ | No log | 10.48 | 262 | 0.8131 | 0.4704 | 0.8131 | 0.9017 |
183
+ | No log | 10.56 | 264 | 0.6497 | 0.4845 | 0.6497 | 0.8060 |
184
+ | No log | 10.64 | 266 | 0.5941 | 0.4920 | 0.5941 | 0.7708 |
185
+ | No log | 10.72 | 268 | 0.6133 | 0.4315 | 0.6133 | 0.7831 |
186
+ | No log | 10.8 | 270 | 0.7092 | 0.4769 | 0.7092 | 0.8422 |
187
+ | No log | 10.88 | 272 | 0.8899 | 0.3870 | 0.8899 | 0.9434 |
188
+ | No log | 10.96 | 274 | 1.0215 | 0.3233 | 1.0215 | 1.0107 |
189
+ | No log | 11.04 | 276 | 1.1429 | 0.2775 | 1.1429 | 1.0691 |
190
+ | No log | 11.12 | 278 | 1.0016 | 0.3486 | 1.0016 | 1.0008 |
191
+ | No log | 11.2 | 280 | 0.7471 | 0.4502 | 0.7471 | 0.8644 |
192
+ | No log | 11.28 | 282 | 0.6711 | 0.4438 | 0.6711 | 0.8192 |
193
+ | No log | 11.36 | 284 | 0.6312 | 0.4295 | 0.6312 | 0.7945 |
194
+ | No log | 11.44 | 286 | 0.5988 | 0.4663 | 0.5988 | 0.7738 |
195
+ | No log | 11.52 | 288 | 0.6003 | 0.4663 | 0.6003 | 0.7748 |
196
+ | No log | 11.6 | 290 | 0.6941 | 0.4549 | 0.6941 | 0.8331 |
197
+ | No log | 11.68 | 292 | 0.7219 | 0.3960 | 0.7219 | 0.8496 |
198
+ | No log | 11.76 | 294 | 0.6841 | 0.4624 | 0.6841 | 0.8271 |
199
+ | No log | 11.84 | 296 | 0.6587 | 0.4387 | 0.6587 | 0.8116 |
200
+ | No log | 11.92 | 298 | 0.6506 | 0.4230 | 0.6506 | 0.8066 |
201
+ | No log | 12.0 | 300 | 0.5794 | 0.4997 | 0.5794 | 0.7612 |
202
+ | No log | 12.08 | 302 | 0.5404 | 0.4919 | 0.5404 | 0.7351 |
203
+ | No log | 12.16 | 304 | 0.5570 | 0.4907 | 0.5570 | 0.7463 |
204
+ | No log | 12.24 | 306 | 0.6482 | 0.5354 | 0.6482 | 0.8051 |
205
+ | No log | 12.32 | 308 | 0.7694 | 0.5377 | 0.7694 | 0.8772 |
206
+ | No log | 12.4 | 310 | 0.8443 | 0.4936 | 0.8443 | 0.9189 |
207
+ | No log | 12.48 | 312 | 0.8177 | 0.4573 | 0.8177 | 0.9043 |
208
+ | No log | 12.56 | 314 | 0.8558 | 0.4439 | 0.8558 | 0.9251 |
209
+ | No log | 12.64 | 316 | 0.8797 | 0.4618 | 0.8797 | 0.9379 |
210
+ | No log | 12.72 | 318 | 0.8521 | 0.4258 | 0.8521 | 0.9231 |
211
+ | No log | 12.8 | 320 | 0.8324 | 0.4258 | 0.8324 | 0.9124 |
212
+ | No log | 12.88 | 322 | 0.8308 | 0.4013 | 0.8308 | 0.9115 |
213
+ | No log | 12.96 | 324 | 0.8369 | 0.3913 | 0.8369 | 0.9148 |
214
+ | No log | 13.04 | 326 | 0.7691 | 0.4632 | 0.7691 | 0.8770 |
215
+ | No log | 13.12 | 328 | 0.7565 | 0.4347 | 0.7565 | 0.8697 |
216
+ | No log | 13.2 | 330 | 0.7701 | 0.4760 | 0.7701 | 0.8776 |
217
+ | No log | 13.28 | 332 | 0.7160 | 0.4419 | 0.7160 | 0.8462 |
218
+ | No log | 13.36 | 334 | 0.6181 | 0.4568 | 0.6181 | 0.7862 |
219
+ | No log | 13.44 | 336 | 0.5264 | 0.5989 | 0.5264 | 0.7256 |
220
+ | No log | 13.52 | 338 | 0.5102 | 0.5989 | 0.5102 | 0.7143 |
221
+ | No log | 13.6 | 340 | 0.5319 | 0.5544 | 0.5319 | 0.7293 |
222
+ | No log | 13.68 | 342 | 0.6156 | 0.4493 | 0.6156 | 0.7846 |
223
+ | No log | 13.76 | 344 | 0.6651 | 0.4183 | 0.6651 | 0.8156 |
224
+ | No log | 13.84 | 346 | 0.6332 | 0.4030 | 0.6332 | 0.7957 |
225
+ | No log | 13.92 | 348 | 0.5853 | 0.4979 | 0.5853 | 0.7650 |
226
+ | No log | 14.0 | 350 | 0.5656 | 0.4749 | 0.5656 | 0.7520 |
227
+ | No log | 14.08 | 352 | 0.5776 | 0.4014 | 0.5776 | 0.7600 |
228
+ | No log | 14.16 | 354 | 0.6349 | 0.4404 | 0.6349 | 0.7968 |
229
+ | No log | 14.24 | 356 | 0.6822 | 0.4549 | 0.6822 | 0.8260 |
230
+ | No log | 14.32 | 358 | 0.6881 | 0.4630 | 0.6881 | 0.8295 |
231
+ | No log | 14.4 | 360 | 0.6538 | 0.4835 | 0.6538 | 0.8086 |
232
+ | No log | 14.48 | 362 | 0.6426 | 0.5138 | 0.6426 | 0.8016 |
233
+ | No log | 14.56 | 364 | 0.6273 | 0.4255 | 0.6273 | 0.7920 |
234
+ | No log | 14.64 | 366 | 0.6319 | 0.4275 | 0.6319 | 0.7949 |
235
+ | No log | 14.72 | 368 | 0.6799 | 0.4400 | 0.6799 | 0.8245 |
236
+ | No log | 14.8 | 370 | 0.7295 | 0.4346 | 0.7295 | 0.8541 |
237
+ | No log | 14.88 | 372 | 0.7058 | 0.4328 | 0.7058 | 0.8401 |
238
+ | No log | 14.96 | 374 | 0.6404 | 0.4154 | 0.6404 | 0.8002 |
239
+ | No log | 15.04 | 376 | 0.6238 | 0.4482 | 0.6238 | 0.7898 |
240
+ | No log | 15.12 | 378 | 0.5763 | 0.5310 | 0.5763 | 0.7591 |
241
+ | No log | 15.2 | 380 | 0.5616 | 0.5310 | 0.5616 | 0.7494 |
242
+ | No log | 15.28 | 382 | 0.5837 | 0.4898 | 0.5837 | 0.7640 |
243
+ | No log | 15.36 | 384 | 0.6473 | 0.4400 | 0.6473 | 0.8046 |
244
+ | No log | 15.44 | 386 | 0.7749 | 0.4511 | 0.7749 | 0.8803 |
245
+ | No log | 15.52 | 388 | 0.7812 | 0.4814 | 0.7812 | 0.8839 |
246
+ | No log | 15.6 | 390 | 0.6786 | 0.4484 | 0.6786 | 0.8238 |
247
+ | No log | 15.68 | 392 | 0.5669 | 0.3894 | 0.5669 | 0.7529 |
248
+ | No log | 15.76 | 394 | 0.5330 | 0.4569 | 0.5330 | 0.7300 |
249
+ | No log | 15.84 | 396 | 0.5550 | 0.3972 | 0.5550 | 0.7450 |
250
+ | No log | 15.92 | 398 | 0.6137 | 0.3425 | 0.6137 | 0.7834 |
251
+ | No log | 16.0 | 400 | 0.7182 | 0.4113 | 0.7182 | 0.8475 |
252
+ | No log | 16.08 | 402 | 0.7819 | 0.4044 | 0.7819 | 0.8842 |
253
+ | No log | 16.16 | 404 | 0.7449 | 0.4044 | 0.7449 | 0.8631 |
254
+ | No log | 16.24 | 406 | 0.7169 | 0.4308 | 0.7169 | 0.8467 |
255
+ | No log | 16.32 | 408 | 0.6790 | 0.4308 | 0.6790 | 0.8240 |
256
+ | No log | 16.4 | 410 | 0.6218 | 0.4328 | 0.6218 | 0.7886 |
257
+ | No log | 16.48 | 412 | 0.5580 | 0.4684 | 0.5580 | 0.7470 |
258
+ | No log | 16.56 | 414 | 0.5407 | 0.5254 | 0.5407 | 0.7353 |
259
+ | No log | 16.64 | 416 | 0.5636 | 0.4684 | 0.5636 | 0.7507 |
260
+ | No log | 16.72 | 418 | 0.6610 | 0.4630 | 0.6610 | 0.8130 |
261
+ | No log | 16.8 | 420 | 0.7533 | 0.4494 | 0.7533 | 0.8679 |
262
+ | No log | 16.88 | 422 | 0.8658 | 0.4621 | 0.8658 | 0.9305 |
263
+ | No log | 16.96 | 424 | 0.8892 | 0.4298 | 0.8892 | 0.9430 |
264
+ | No log | 17.04 | 426 | 0.8783 | 0.4214 | 0.8783 | 0.9372 |
265
+ | No log | 17.12 | 428 | 0.7901 | 0.3892 | 0.7901 | 0.8889 |
266
+ | No log | 17.2 | 430 | 0.7375 | 0.3960 | 0.7375 | 0.8588 |
267
+ | No log | 17.28 | 432 | 0.7158 | 0.3799 | 0.7158 | 0.8461 |
268
+ | No log | 17.36 | 434 | 0.6777 | 0.3799 | 0.6777 | 0.8233 |
269
+ | No log | 17.44 | 436 | 0.6594 | 0.3799 | 0.6594 | 0.8121 |
270
+ | No log | 17.52 | 438 | 0.6971 | 0.4203 | 0.6971 | 0.8349 |
271
+ | No log | 17.6 | 440 | 0.7645 | 0.5312 | 0.7645 | 0.8744 |
272
+ | No log | 17.68 | 442 | 0.8768 | 0.4926 | 0.8768 | 0.9364 |
273
+ | No log | 17.76 | 444 | 0.8783 | 0.4926 | 0.8783 | 0.9372 |
274
+ | No log | 17.84 | 446 | 0.8392 | 0.4701 | 0.8392 | 0.9161 |
275
+ | No log | 17.92 | 448 | 0.7423 | 0.4347 | 0.7423 | 0.8615 |
276
+ | No log | 18.0 | 450 | 0.6484 | 0.3822 | 0.6484 | 0.8052 |
277
+ | No log | 18.08 | 452 | 0.6177 | 0.4272 | 0.6177 | 0.7859 |
278
+ | No log | 18.16 | 454 | 0.6194 | 0.4272 | 0.6194 | 0.7870 |
279
+ | No log | 18.24 | 456 | 0.6757 | 0.3754 | 0.6757 | 0.8220 |
280
+ | No log | 18.32 | 458 | 0.7680 | 0.4347 | 0.7680 | 0.8764 |
281
+ | No log | 18.4 | 460 | 0.8638 | 0.4568 | 0.8638 | 0.9294 |
282
+ | No log | 18.48 | 462 | 0.9217 | 0.4503 | 0.9217 | 0.9600 |
283
+ | No log | 18.56 | 464 | 0.8603 | 0.4494 | 0.8603 | 0.9275 |
284
+ | No log | 18.64 | 466 | 0.7765 | 0.4556 | 0.7765 | 0.8812 |
285
+ | No log | 18.72 | 468 | 0.7050 | 0.3623 | 0.7050 | 0.8396 |
286
+ | No log | 18.8 | 470 | 0.6557 | 0.3868 | 0.6557 | 0.8098 |
287
+ | No log | 18.88 | 472 | 0.6474 | 0.4104 | 0.6474 | 0.8046 |
288
+ | No log | 18.96 | 474 | 0.6627 | 0.4104 | 0.6627 | 0.8141 |
289
+ | No log | 19.04 | 476 | 0.6613 | 0.4085 | 0.6613 | 0.8132 |
290
+ | No log | 19.12 | 478 | 0.6947 | 0.3981 | 0.6947 | 0.8335 |
291
+ | No log | 19.2 | 480 | 0.7361 | 0.3665 | 0.7361 | 0.8579 |
292
+ | No log | 19.28 | 482 | 0.7353 | 0.3665 | 0.7353 | 0.8575 |
293
+ | No log | 19.36 | 484 | 0.7447 | 0.3665 | 0.7447 | 0.8630 |
294
+ | No log | 19.44 | 486 | 0.7599 | 0.3892 | 0.7599 | 0.8717 |
295
+ | No log | 19.52 | 488 | 0.7437 | 0.3665 | 0.7437 | 0.8624 |
296
+ | No log | 19.6 | 490 | 0.7340 | 0.3665 | 0.7340 | 0.8567 |
297
+ | No log | 19.68 | 492 | 0.7829 | 0.4113 | 0.7829 | 0.8848 |
298
+ | No log | 19.76 | 494 | 0.8854 | 0.4922 | 0.8854 | 0.9409 |
299
+ | No log | 19.84 | 496 | 0.8827 | 0.4214 | 0.8827 | 0.9395 |
300
+ | No log | 19.92 | 498 | 0.7930 | 0.4427 | 0.7930 | 0.8905 |
301
+ | 0.2751 | 20.0 | 500 | 0.7612 | 0.4635 | 0.7612 | 0.8725 |
302
+ | 0.2751 | 20.08 | 502 | 0.7433 | 0.4906 | 0.7433 | 0.8621 |
303
+ | 0.2751 | 20.16 | 504 | 0.6994 | 0.5050 | 0.6994 | 0.8363 |
304
+ | 0.2751 | 20.24 | 506 | 0.6922 | 0.4721 | 0.6922 | 0.8320 |
305
+ | 0.2751 | 20.32 | 508 | 0.6955 | 0.4104 | 0.6955 | 0.8340 |
306
+ | 0.2751 | 20.4 | 510 | 0.6675 | 0.4243 | 0.6675 | 0.8170 |
307
+ | 0.2751 | 20.48 | 512 | 0.6760 | 0.4144 | 0.6760 | 0.8222 |
308
+ | 0.2751 | 20.56 | 514 | 0.7078 | 0.4521 | 0.7078 | 0.8413 |
309
+ | 0.2751 | 20.64 | 516 | 0.6931 | 0.4592 | 0.6931 | 0.8325 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
310
 
311
 
312
  ### Framework versions