Hugging Face's logo

MayBashendy
/
ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k7_task2_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Inference Endpoints
Model card Files Community
MayBashendy commited on
Commit
a299bc5
·
verified ·
1 Parent(s): 98129f0

End of training

Browse files
Files changed (1) hide show
  1. README.md +261 -276
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
- - name: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_task2_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
- # ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_task2_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: 0.5739
19
- - Qwk: 0.4276
20
- - Mse: 0.5739
21
- - Rmse: 0.7575
22
 
23
  ## Model description
24
 
@@ -49,276 +49,261 @@ The following hyperparameters were used during training:
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
- | No log | 0.0625 | 2 | 4.2977 | -0.0038 | 4.2977 | 2.0731 |
53
- | No log | 0.125 | 4 | 2.1232 | 0.0822 | 2.1232 | 1.4571 |
54
- | No log | 0.1875 | 6 | 1.1544 | 0.0154 | 1.1544 | 1.0744 |
55
- | No log | 0.25 | 8 | 0.8479 | 0.1616 | 0.8479 | 0.9208 |
56
- | No log | 0.3125 | 10 | 0.8473 | 0.0868 | 0.8473 | 0.9205 |
57
- | No log | 0.375 | 12 | 0.8654 | 0.1265 | 0.8654 | 0.9303 |
58
- | No log | 0.4375 | 14 | 0.8437 | 0.2643 | 0.8437 | 0.9185 |
59
- | No log | 0.5 | 16 | 0.9393 | 0.1416 | 0.9393 | 0.9692 |
60
- | No log | 0.5625 | 18 | 1.3947 | 0.0811 | 1.3947 | 1.1810 |
61
- | No log | 0.625 | 20 | 1.3401 | 0.1007 | 1.3401 | 1.1576 |
62
- | No log | 0.6875 | 22 | 0.9484 | 0.1741 | 0.9484 | 0.9739 |
63
- | No log | 0.75 | 24 | 0.6702 | 0.3947 | 0.6702 | 0.8187 |
64
- | No log | 0.8125 | 26 | 0.6545 | 0.4124 | 0.6545 | 0.8090 |
65
- | No log | 0.875 | 28 | 0.6464 | 0.3915 | 0.6464 | 0.8040 |
66
- | No log | 0.9375 | 30 | 0.7866 | 0.3203 | 0.7866 | 0.8869 |
67
- | No log | 1.0 | 32 | 1.0283 | 0.3178 | 1.0283 | 1.0140 |
68
- | No log | 1.0625 | 34 | 1.3757 | 0.2071 | 1.3757 | 1.1729 |
69
- | No log | 1.125 | 36 | 1.4568 | 0.2133 | 1.4568 | 1.2070 |
70
- | No log | 1.1875 | 38 | 1.0331 | 0.2617 | 1.0331 | 1.0164 |
71
- | No log | 1.25 | 40 | 0.6794 | 0.3591 | 0.6794 | 0.8243 |
72
- | No log | 1.3125 | 42 | 0.6357 | 0.4112 | 0.6357 | 0.7973 |
73
- | No log | 1.375 | 44 | 0.6701 | 0.3523 | 0.6701 | 0.8186 |
74
- | No log | 1.4375 | 46 | 0.6743 | 0.3631 | 0.6743 | 0.8212 |
75
- | No log | 1.5 | 48 | 0.7662 | 0.3254 | 0.7662 | 0.8753 |
76
- | No log | 1.5625 | 50 | 0.7815 | 0.3219 | 0.7815 | 0.8840 |
77
- | No log | 1.625 | 52 | 0.7622 | 0.3469 | 0.7622 | 0.8730 |
78
- | No log | 1.6875 | 54 | 0.6263 | 0.4112 | 0.6263 | 0.7914 |
79
- | No log | 1.75 | 56 | 0.5540 | 0.4822 | 0.5540 | 0.7443 |
80
- | No log | 1.8125 | 58 | 0.5557 | 0.4852 | 0.5557 | 0.7454 |
81
- | No log | 1.875 | 60 | 0.5691 | 0.4821 | 0.5691 | 0.7544 |
82
- | No log | 1.9375 | 62 | 0.7689 | 0.4786 | 0.7689 | 0.8769 |
83
- | No log | 2.0 | 64 | 0.9560 | 0.3972 | 0.9560 | 0.9778 |
84
- | No log | 2.0625 | 66 | 0.6650 | 0.4814 | 0.6650 | 0.8155 |
85
- | No log | 2.125 | 68 | 0.5569 | 0.4675 | 0.5569 | 0.7463 |
86
- | No log | 2.1875 | 70 | 0.5729 | 0.4842 | 0.5729 | 0.7569 |
87
- | No log | 2.25 | 72 | 0.5574 | 0.4873 | 0.5574 | 0.7466 |
88
- | No log | 2.3125 | 74 | 0.5483 | 0.4897 | 0.5483 | 0.7405 |
89
- | No log | 2.375 | 76 | 0.6252 | 0.4746 | 0.6252 | 0.7907 |
90
- | No log | 2.4375 | 78 | 0.5725 | 0.4645 | 0.5725 | 0.7567 |
91
- | No log | 2.5 | 80 | 0.5522 | 0.5339 | 0.5522 | 0.7431 |
92
- | No log | 2.5625 | 82 | 0.5593 | 0.5539 | 0.5593 | 0.7479 |
93
- | No log | 2.625 | 84 | 0.5673 | 0.5497 | 0.5673 | 0.7532 |
94
- | No log | 2.6875 | 86 | 0.5748 | 0.5870 | 0.5748 | 0.7582 |
95
- | No log | 2.75 | 88 | 0.5826 | 0.5541 | 0.5826 | 0.7633 |
96
- | No log | 2.8125 | 90 | 0.6101 | 0.5777 | 0.6101 | 0.7811 |
97
- | No log | 2.875 | 92 | 0.7987 | 0.5521 | 0.7987 | 0.8937 |
98
- | No log | 2.9375 | 94 | 0.9902 | 0.4420 | 0.9902 | 0.9951 |
99
- | No log | 3.0 | 96 | 0.8812 | 0.5088 | 0.8812 | 0.9387 |
100
- | No log | 3.0625 | 98 | 0.6936 | 0.5152 | 0.6936 | 0.8328 |
101
- | No log | 3.125 | 100 | 0.6367 | 0.5309 | 0.6367 | 0.7979 |
102
- | No log | 3.1875 | 102 | 0.6148 | 0.5649 | 0.6148 | 0.7841 |
103
- | No log | 3.25 | 104 | 0.6116 | 0.5510 | 0.6116 | 0.7820 |
104
- | No log | 3.3125 | 106 | 0.7515 | 0.5048 | 0.7515 | 0.8669 |
105
- | No log | 3.375 | 108 | 0.8913 | 0.3364 | 0.8913 | 0.9441 |
106
- | No log | 3.4375 | 110 | 0.7429 | 0.4707 | 0.7429 | 0.8619 |
107
- | No log | 3.5 | 112 | 0.6454 | 0.5011 | 0.6454 | 0.8034 |
108
- | No log | 3.5625 | 114 | 0.6354 | 0.4985 | 0.6354 | 0.7971 |
109
- | No log | 3.625 | 116 | 0.6257 | 0.4936 | 0.6257 | 0.7910 |
110
- | No log | 3.6875 | 118 | 0.6786 | 0.5358 | 0.6786 | 0.8238 |
111
- | No log | 3.75 | 120 | 0.6558 | 0.5139 | 0.6558 | 0.8098 |
112
- | No log | 3.8125 | 122 | 0.6004 | 0.5040 | 0.6004 | 0.7749 |
113
- | No log | 3.875 | 124 | 0.6033 | 0.4688 | 0.6033 | 0.7767 |
114
- | No log | 3.9375 | 126 | 0.5999 | 0.4579 | 0.5999 | 0.7745 |
115
- | No log | 4.0 | 128 | 0.6846 | 0.5074 | 0.6846 | 0.8274 |
116
- | No log | 4.0625 | 130 | 0.6587 | 0.5201 | 0.6587 | 0.8116 |
117
- | No log | 4.125 | 132 | 0.6016 | 0.4833 | 0.6016 | 0.7756 |
118
- | No log | 4.1875 | 134 | 0.7315 | 0.5163 | 0.7315 | 0.8553 |
119
- | No log | 4.25 | 136 | 0.7535 | 0.5163 | 0.7535 | 0.8681 |
120
- | No log | 4.3125 | 138 | 0.6418 | 0.5642 | 0.6418 | 0.8011 |
121
- | No log | 4.375 | 140 | 0.6989 | 0.5544 | 0.6989 | 0.8360 |
122
- | No log | 4.4375 | 142 | 0.6844 | 0.5309 | 0.6844 | 0.8273 |
123
- | No log | 4.5 | 144 | 0.6826 | 0.5436 | 0.6826 | 0.8262 |
124
- | No log | 4.5625 | 146 | 0.8225 | 0.5018 | 0.8225 | 0.9069 |
125
- | No log | 4.625 | 148 | 0.6747 | 0.5265 | 0.6747 | 0.8214 |
126
- | No log | 4.6875 | 150 | 0.6026 | 0.4920 | 0.6026 | 0.7762 |
127
- | No log | 4.75 | 152 | 0.6082 | 0.4908 | 0.6082 | 0.7799 |
128
- | No log | 4.8125 | 154 | 0.6400 | 0.4789 | 0.6400 | 0.8000 |
129
- | No log | 4.875 | 156 | 0.6100 | 0.4992 | 0.6100 | 0.7810 |
130
- | No log | 4.9375 | 158 | 0.6104 | 0.5057 | 0.6104 | 0.7813 |
131
- | No log | 5.0 | 160 | 0.6492 | 0.5019 | 0.6492 | 0.8057 |
132
- | No log | 5.0625 | 162 | 0.6546 | 0.5018 | 0.6546 | 0.8091 |
133
- | No log | 5.125 | 164 | 0.6223 | 0.4733 | 0.6223 | 0.7889 |
134
- | No log | 5.1875 | 166 | 0.6171 | 0.4608 | 0.6171 | 0.7855 |
135
- | No log | 5.25 | 168 | 0.6122 | 0.4971 | 0.6122 | 0.7825 |
136
- | No log | 5.3125 | 170 | 0.6240 | 0.5384 | 0.6240 | 0.7900 |
137
- | No log | 5.375 | 172 | 0.6565 | 0.5135 | 0.6565 | 0.8102 |
138
- | No log | 5.4375 | 174 | 0.6365 | 0.5247 | 0.6365 | 0.7978 |
139
- | No log | 5.5 | 176 | 0.6053 | 0.4984 | 0.6053 | 0.7780 |
140
- | No log | 5.5625 | 178 | 0.5980 | 0.5567 | 0.5980 | 0.7733 |
141
- | No log | 5.625 | 180 | 0.6076 | 0.5065 | 0.6076 | 0.7795 |
142
- | No log | 5.6875 | 182 | 0.6298 | 0.4916 | 0.6298 | 0.7936 |
143
- | No log | 5.75 | 184 | 0.8423 | 0.4590 | 0.8423 | 0.9178 |
144
- | No log | 5.8125 | 186 | 0.7731 | 0.5019 | 0.7731 | 0.8793 |
145
- | No log | 5.875 | 188 | 0.6221 | 0.5050 | 0.6221 | 0.7887 |
146
- | No log | 5.9375 | 190 | 0.6341 | 0.4781 | 0.6341 | 0.7963 |
147
- | No log | 6.0 | 192 | 0.6293 | 0.4695 | 0.6293 | 0.7933 |
148
- | No log | 6.0625 | 194 | 0.6659 | 0.5438 | 0.6659 | 0.8160 |
149
- | No log | 6.125 | 196 | 0.6849 | 0.5420 | 0.6849 | 0.8276 |
150
- | No log | 6.1875 | 198 | 0.6442 | 0.4757 | 0.6442 | 0.8026 |
151
- | No log | 6.25 | 200 | 0.6954 | 0.4959 | 0.6954 | 0.8339 |
152
- | No log | 6.3125 | 202 | 0.6656 | 0.4529 | 0.6656 | 0.8158 |
153
- | No log | 6.375 | 204 | 0.6586 | 0.5114 | 0.6586 | 0.8115 |
154
- | No log | 6.4375 | 206 | 0.6795 | 0.5111 | 0.6795 | 0.8243 |
155
- | No log | 6.5 | 208 | 0.8455 | 0.4182 | 0.8455 | 0.9195 |
156
- | No log | 6.5625 | 210 | 0.8069 | 0.4212 | 0.8069 | 0.8983 |
157
- | No log | 6.625 | 212 | 0.6412 | 0.5011 | 0.6412 | 0.8007 |
158
- | No log | 6.6875 | 214 | 0.7313 | 0.4422 | 0.7313 | 0.8552 |
159
- | No log | 6.75 | 216 | 0.8508 | 0.3369 | 0.8508 | 0.9224 |
160
- | No log | 6.8125 | 218 | 0.7695 | 0.3756 | 0.7695 | 0.8772 |
161
- | No log | 6.875 | 220 | 0.6261 | 0.5006 | 0.6261 | 0.7912 |
162
- | No log | 6.9375 | 222 | 0.6978 | 0.4813 | 0.6978 | 0.8353 |
163
- | No log | 7.0 | 224 | 0.7723 | 0.4925 | 0.7723 | 0.8788 |
164
- | No log | 7.0625 | 226 | 0.6822 | 0.4973 | 0.6822 | 0.8260 |
165
- | No log | 7.125 | 228 | 0.6743 | 0.4706 | 0.6743 | 0.8211 |
166
- | No log | 7.1875 | 230 | 0.6799 | 0.4706 | 0.6799 | 0.8246 |
167
- | No log | 7.25 | 232 | 0.7260 | 0.4914 | 0.7260 | 0.8521 |
168
- | No log | 7.3125 | 234 | 0.7906 | 0.5322 | 0.7906 | 0.8892 |
169
- | No log | 7.375 | 236 | 0.6844 | 0.4540 | 0.6844 | 0.8273 |
170
- | No log | 7.4375 | 238 | 0.6783 | 0.4486 | 0.6783 | 0.8236 |
171
- | No log | 7.5 | 240 | 0.8836 | 0.4428 | 0.8836 | 0.9400 |
172
- | No log | 7.5625 | 242 | 0.8793 | 0.4264 | 0.8793 | 0.9377 |
173
- | No log | 7.625 | 244 | 0.7289 | 0.4570 | 0.7289 | 0.8537 |
174
- | No log | 7.6875 | 246 | 0.5948 | 0.4913 | 0.5948 | 0.7712 |
175
- | No log | 7.75 | 248 | 0.6994 | 0.4635 | 0.6994 | 0.8363 |
176
- | No log | 7.8125 | 250 | 0.7958 | 0.3927 | 0.7958 | 0.8921 |
177
- | No log | 7.875 | 252 | 0.7192 | 0.4324 | 0.7192 | 0.8481 |
178
- | No log | 7.9375 | 254 | 0.6122 | 0.4774 | 0.6122 | 0.7825 |
179
- | No log | 8.0 | 256 | 0.6433 | 0.5115 | 0.6433 | 0.8021 |
180
- | No log | 8.0625 | 258 | 0.6220 | 0.4446 | 0.6220 | 0.7887 |
181
- | No log | 8.125 | 260 | 0.6339 | 0.4626 | 0.6339 | 0.7962 |
182
- | No log | 8.1875 | 262 | 0.7102 | 0.4814 | 0.7102 | 0.8427 |
183
- | No log | 8.25 | 264 | 0.6479 | 0.4664 | 0.6479 | 0.8050 |
184
- | No log | 8.3125 | 266 | 0.6031 | 0.4978 | 0.6031 | 0.7766 |
185
- | No log | 8.375 | 268 | 0.6822 | 0.5423 | 0.6822 | 0.8259 |
186
- | No log | 8.4375 | 270 | 0.6713 | 0.5163 | 0.6713 | 0.8193 |
187
- | No log | 8.5 | 272 | 0.5960 | 0.5043 | 0.5960 | 0.7720 |
188
- | No log | 8.5625 | 274 | 0.6087 | 0.4091 | 0.6087 | 0.7802 |
189
- | No log | 8.625 | 276 | 0.6997 | 0.4538 | 0.6997 | 0.8365 |
190
- | No log | 8.6875 | 278 | 0.7370 | 0.4598 | 0.7370 | 0.8585 |
191
- | No log | 8.75 | 280 | 0.6487 | 0.5214 | 0.6487 | 0.8054 |
192
- | No log | 8.8125 | 282 | 0.6632 | 0.4901 | 0.6632 | 0.8144 |
193
- | No log | 8.875 | 284 | 0.8019 | 0.4881 | 0.8019 | 0.8955 |
194
- | No log | 8.9375 | 286 | 0.7709 | 0.4838 | 0.7709 | 0.8780 |
195
- | No log | 9.0 | 288 | 0.6375 | 0.4669 | 0.6375 | 0.7984 |
196
- | No log | 9.0625 | 290 | 0.6182 | 0.5054 | 0.6182 | 0.7863 |
197
- | No log | 9.125 | 292 | 0.6193 | 0.4763 | 0.6193 | 0.7870 |
198
- | No log | 9.1875 | 294 | 0.5990 | 0.4897 | 0.5990 | 0.7740 |
199
- | No log | 9.25 | 296 | 0.6192 | 0.5014 | 0.6192 | 0.7869 |
200
- | No log | 9.3125 | 298 | 0.6062 | 0.5058 | 0.6062 | 0.7786 |
201
- | No log | 9.375 | 300 | 0.5980 | 0.4726 | 0.5980 | 0.7733 |
202
- | No log | 9.4375 | 302 | 0.6114 | 0.4872 | 0.6114 | 0.7819 |
203
- | No log | 9.5 | 304 | 0.6109 | 0.5383 | 0.6109 | 0.7816 |
204
- | No log | 9.5625 | 306 | 0.6128 | 0.5106 | 0.6128 | 0.7828 |
205
- | No log | 9.625 | 308 | 0.6171 | 0.5152 | 0.6171 | 0.7856 |
206
- | No log | 9.6875 | 310 | 0.6129 | 0.5012 | 0.6129 | 0.7829 |
207
- | No log | 9.75 | 312 | 0.6076 | 0.5203 | 0.6076 | 0.7795 |
208
- | No log | 9.8125 | 314 | 0.6129 | 0.5476 | 0.6129 | 0.7829 |
209
- | No log | 9.875 | 316 | 0.6416 | 0.5185 | 0.6416 | 0.8010 |
210
- | No log | 9.9375 | 318 | 0.6311 | 0.5308 | 0.6311 | 0.7944 |
211
- | No log | 10.0 | 320 | 0.6113 | 0.4915 | 0.6113 | 0.7819 |
212
- | No log | 10.0625 | 322 | 0.6329 | 0.4721 | 0.6329 | 0.7956 |
213
- | No log | 10.125 | 324 | 0.6410 | 0.4721 | 0.6410 | 0.8006 |
214
- | No log | 10.1875 | 326 | 0.6201 | 0.4740 | 0.6201 | 0.7875 |
215
- | No log | 10.25 | 328 | 0.5851 | 0.4783 | 0.5851 | 0.7649 |
216
- | No log | 10.3125 | 330 | 0.5741 | 0.4603 | 0.5741 | 0.7577 |
217
- | No log | 10.375 | 332 | 0.5851 | 0.5108 | 0.5851 | 0.7649 |
218
- | No log | 10.4375 | 334 | 0.6111 | 0.4811 | 0.6111 | 0.7817 |
219
- | No log | 10.5 | 336 | 0.6018 | 0.4827 | 0.6018 | 0.7758 |
220
- | No log | 10.5625 | 338 | 0.6000 | 0.4709 | 0.6000 | 0.7746 |
221
- | No log | 10.625 | 340 | 0.6022 | 0.4901 | 0.6022 | 0.7760 |
222
- | No log | 10.6875 | 342 | 0.5767 | 0.4930 | 0.5767 | 0.7594 |
223
- | No log | 10.75 | 344 | 0.5871 | 0.5494 | 0.5871 | 0.7662 |
224
- | No log | 10.8125 | 346 | 0.5970 | 0.5916 | 0.5970 | 0.7727 |
225
- | No log | 10.875 | 348 | 0.5732 | 0.5333 | 0.5732 | 0.7571 |
226
- | No log | 10.9375 | 350 | 0.6124 | 0.5088 | 0.6124 | 0.7826 |
227
- | No log | 11.0 | 352 | 0.6176 | 0.5074 | 0.6176 | 0.7859 |
228
- | No log | 11.0625 | 354 | 0.5780 | 0.5292 | 0.5780 | 0.7603 |
229
- | No log | 11.125 | 356 | 0.5748 | 0.5271 | 0.5748 | 0.7582 |
230
- | No log | 11.1875 | 358 | 0.5636 | 0.5263 | 0.5636 | 0.7508 |
231
- | No log | 11.25 | 360 | 0.5501 | 0.5371 | 0.5501 | 0.7417 |
232
- | No log | 11.3125 | 362 | 0.5499 | 0.5492 | 0.5499 | 0.7415 |
233
- | No log | 11.375 | 364 | 0.5868 | 0.5416 | 0.5868 | 0.7660 |
234
- | No log | 11.4375 | 366 | 0.5671 | 0.5659 | 0.5671 | 0.7530 |
235
- | No log | 11.5 | 368 | 0.5651 | 0.5159 | 0.5651 | 0.7517 |
236
- | No log | 11.5625 | 370 | 0.5596 | 0.5005 | 0.5596 | 0.7481 |
237
- | No log | 11.625 | 372 | 0.5736 | 0.5051 | 0.5736 | 0.7574 |
238
- | No log | 11.6875 | 374 | 0.6130 | 0.4755 | 0.6130 | 0.7829 |
239
- | No log | 11.75 | 376 | 0.6847 | 0.5433 | 0.6847 | 0.8275 |
240
- | No log | 11.8125 | 378 | 0.6846 | 0.5433 | 0.6846 | 0.8274 |
241
- | No log | 11.875 | 380 | 0.6122 | 0.4822 | 0.6122 | 0.7825 |
242
- | No log | 11.9375 | 382 | 0.5870 | 0.5269 | 0.5870 | 0.7662 |
243
- | No log | 12.0 | 384 | 0.5978 | 0.5708 | 0.5978 | 0.7732 |
244
- | No log | 12.0625 | 386 | 0.5928 | 0.5385 | 0.5928 | 0.7699 |
245
- | No log | 12.125 | 388 | 0.5881 | 0.5479 | 0.5881 | 0.7669 |
246
- | No log | 12.1875 | 390 | 0.5825 | 0.5282 | 0.5825 | 0.7632 |
247
- | No log | 12.25 | 392 | 0.5960 | 0.5026 | 0.5960 | 0.7720 |
248
- | No log | 12.3125 | 394 | 0.6686 | 0.4772 | 0.6686 | 0.8177 |
249
- | No log | 12.375 | 396 | 0.6472 | 0.5027 | 0.6472 | 0.8045 |
250
- | No log | 12.4375 | 398 | 0.6027 | 0.4845 | 0.6027 | 0.7764 |
251
- | No log | 12.5 | 400 | 0.5724 | 0.5124 | 0.5724 | 0.7566 |
252
- | No log | 12.5625 | 402 | 0.6213 | 0.5347 | 0.6213 | 0.7882 |
253
- | No log | 12.625 | 404 | 0.6475 | 0.5605 | 0.6475 | 0.8047 |
254
- | No log | 12.6875 | 406 | 0.6065 | 0.5868 | 0.6065 | 0.7788 |
255
- | No log | 12.75 | 408 | 0.6323 | 0.5115 | 0.6323 | 0.7952 |
256
- | No log | 12.8125 | 410 | 0.7075 | 0.4844 | 0.7075 | 0.8411 |
257
- | No log | 12.875 | 412 | 0.6520 | 0.5076 | 0.6520 | 0.8075 |
258
- | No log | 12.9375 | 414 | 0.5845 | 0.5139 | 0.5845 | 0.7645 |
259
- | No log | 13.0 | 416 | 0.5615 | 0.5019 | 0.5615 | 0.7494 |
260
- | No log | 13.0625 | 418 | 0.5559 | 0.5026 | 0.5559 | 0.7456 |
261
- | No log | 13.125 | 420 | 0.5641 | 0.5084 | 0.5641 | 0.7510 |
262
- | No log | 13.1875 | 422 | 0.5687 | 0.5148 | 0.5687 | 0.7541 |
263
- | No log | 13.25 | 424 | 0.5639 | 0.4963 | 0.5639 | 0.7510 |
264
- | No log | 13.3125 | 426 | 0.5698 | 0.4827 | 0.5698 | 0.7549 |
265
- | No log | 13.375 | 428 | 0.5715 | 0.5012 | 0.5715 | 0.7559 |
266
- | No log | 13.4375 | 430 | 0.6324 | 0.5019 | 0.6324 | 0.7952 |
267
- | No log | 13.5 | 432 | 0.6303 | 0.4960 | 0.6303 | 0.7939 |
268
- | No log | 13.5625 | 434 | 0.5699 | 0.4738 | 0.5699 | 0.7549 |
269
- | No log | 13.625 | 436 | 0.5681 | 0.4418 | 0.5681 | 0.7537 |
270
- | No log | 13.6875 | 438 | 0.5694 | 0.4830 | 0.5694 | 0.7546 |
271
- | No log | 13.75 | 440 | 0.5724 | 0.4808 | 0.5724 | 0.7566 |
272
- | No log | 13.8125 | 442 | 0.5834 | 0.5005 | 0.5834 | 0.7638 |
273
- | No log | 13.875 | 444 | 0.5817 | 0.5079 | 0.5817 | 0.7627 |
274
- | No log | 13.9375 | 446 | 0.5650 | 0.5145 | 0.5650 | 0.7517 |
275
- | No log | 14.0 | 448 | 0.5771 | 0.4560 | 0.5771 | 0.7597 |
276
- | No log | 14.0625 | 450 | 0.6203 | 0.4385 | 0.6203 | 0.7876 |
277
- | No log | 14.125 | 452 | 0.5898 | 0.4758 | 0.5898 | 0.7680 |
278
- | No log | 14.1875 | 454 | 0.5727 | 0.4932 | 0.5727 | 0.7568 |
279
- | No log | 14.25 | 456 | 0.5877 | 0.4928 | 0.5877 | 0.7666 |
280
- | No log | 14.3125 | 458 | 0.5847 | 0.5081 | 0.5847 | 0.7647 |
281
- | No log | 14.375 | 460 | 0.5791 | 0.4851 | 0.5791 | 0.7610 |
282
- | No log | 14.4375 | 462 | 0.5804 | 0.4924 | 0.5804 | 0.7619 |
283
- | No log | 14.5 | 464 | 0.5729 | 0.5121 | 0.5729 | 0.7569 |
284
- | No log | 14.5625 | 466 | 0.5836 | 0.5100 | 0.5836 | 0.7639 |
285
- | No log | 14.625 | 468 | 0.5739 | 0.4827 | 0.5739 | 0.7576 |
286
- | No log | 14.6875 | 470 | 0.5708 | 0.5040 | 0.5708 | 0.7555 |
287
- | No log | 14.75 | 472 | 0.5752 | 0.4609 | 0.5752 | 0.7584 |
288
- | No log | 14.8125 | 474 | 0.5857 | 0.4827 | 0.5857 | 0.7653 |
289
- | No log | 14.875 | 476 | 0.5889 | 0.4733 | 0.5889 | 0.7674 |
290
- | No log | 14.9375 | 478 | 0.5905 | 0.5290 | 0.5905 | 0.7684 |
291
- | No log | 15.0 | 480 | 0.5941 | 0.4941 | 0.5941 | 0.7708 |
292
- | No log | 15.0625 | 482 | 0.5952 | 0.4849 | 0.5952 | 0.7715 |
293
- | No log | 15.125 | 484 | 0.6003 | 0.5293 | 0.6003 | 0.7748 |
294
- | No log | 15.1875 | 486 | 0.6253 | 0.4917 | 0.6253 | 0.7907 |
295
- | No log | 15.25 | 488 | 0.6366 | 0.4806 | 0.6366 | 0.7979 |
296
- | No log | 15.3125 | 490 | 0.6165 | 0.4917 | 0.6165 | 0.7852 |
297
- | No log | 15.375 | 492 | 0.6041 | 0.5123 | 0.6041 | 0.7772 |
298
- | No log | 15.4375 | 494 | 0.6048 | 0.4457 | 0.6048 | 0.7777 |
299
- | No log | 15.5 | 496 | 0.6090 | 0.4921 | 0.6090 | 0.7804 |
300
- | No log | 15.5625 | 498 | 0.6381 | 0.4965 | 0.6381 | 0.7988 |
301
- | 0.326 | 15.625 | 500 | 0.6474 | 0.4785 | 0.6474 | 0.8046 |
302
- | 0.326 | 15.6875 | 502 | 0.6194 | 0.4714 | 0.6194 | 0.7870 |
303
- | 0.326 | 15.75 | 504 | 0.6188 | 0.5296 | 0.6188 | 0.7867 |
304
- | 0.326 | 15.8125 | 506 | 0.6182 | 0.4573 | 0.6182 | 0.7862 |
305
- | 0.326 | 15.875 | 508 | 0.6071 | 0.4434 | 0.6071 | 0.7792 |
306
- | 0.326 | 15.9375 | 510 | 0.5855 | 0.4368 | 0.5855 | 0.7652 |
307
- | 0.326 | 16.0 | 512 | 0.5856 | 0.4930 | 0.5856 | 0.7652 |
308
- | 0.326 | 16.0625 | 514 | 0.6062 | 0.5077 | 0.6062 | 0.7786 |
309
- | 0.326 | 16.125 | 516 | 0.5856 | 0.4934 | 0.5856 | 0.7653 |
310
- | 0.326 | 16.1875 | 518 | 0.5770 | 0.4745 | 0.5770 | 0.7596 |
311
- | 0.326 | 16.25 | 520 | 0.5696 | 0.4676 | 0.5696 | 0.7547 |
312
- | 0.326 | 16.3125 | 522 | 0.5746 | 0.5173 | 0.5746 | 0.7580 |
313
- | 0.326 | 16.375 | 524 | 0.5944 | 0.5011 | 0.5944 | 0.7709 |
314
- | 0.326 | 16.4375 | 526 | 0.6193 | 0.5003 | 0.6193 | 0.7870 |
315
- | 0.326 | 16.5 | 528 | 0.6344 | 0.4872 | 0.6344 | 0.7965 |
316
- | 0.326 | 16.5625 | 530 | 0.6797 | 0.4824 | 0.6797 | 0.8244 |
317
- | 0.326 | 16.625 | 532 | 0.6438 | 0.4659 | 0.6438 | 0.8024 |
318
- | 0.326 | 16.6875 | 534 | 0.5807 | 0.4725 | 0.5807 | 0.7620 |
319
- | 0.326 | 16.75 | 536 | 0.5788 | 0.4410 | 0.5788 | 0.7608 |
320
- | 0.326 | 16.8125 | 538 | 0.5878 | 0.4530 | 0.5878 | 0.7667 |
321
- | 0.326 | 16.875 | 540 | 0.5739 | 0.4276 | 0.5739 | 0.7575 |
322
 
323
 
324
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k7_task2_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
+ # ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k7_task2_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: 0.6328
19
+ - Qwk: 0.5380
20
+ - Mse: 0.6328
21
+ - Rmse: 0.7955
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0541 | 2 | 4.4177 | -0.0232 | 4.4177 | 2.1018 |
53
+ | No log | 0.1081 | 4 | 2.4446 | 0.0331 | 2.4446 | 1.5635 |
54
+ | No log | 0.1622 | 6 | 1.4120 | -0.0085 | 1.4120 | 1.1883 |
55
+ | No log | 0.2162 | 8 | 1.1233 | -0.0980 | 1.1233 | 1.0599 |
56
+ | No log | 0.2703 | 10 | 0.9070 | 0.0931 | 0.9070 | 0.9524 |
57
+ | No log | 0.3243 | 12 | 0.9856 | 0.0533 | 0.9856 | 0.9928 |
58
+ | No log | 0.3784 | 14 | 1.0822 | -0.0247 | 1.0822 | 1.0403 |
59
+ | No log | 0.4324 | 16 | 0.9235 | 0.0998 | 0.9235 | 0.9610 |
60
+ | No log | 0.4865 | 18 | 1.0599 | 0.0087 | 1.0599 | 1.0295 |
61
+ | No log | 0.5405 | 20 | 0.9621 | 0.0975 | 0.9621 | 0.9808 |
62
+ | No log | 0.5946 | 22 | 0.8111 | 0.2207 | 0.8111 | 0.9006 |
63
+ | No log | 0.6486 | 24 | 0.7660 | 0.2855 | 0.7660 | 0.8752 |
64
+ | No log | 0.7027 | 26 | 0.7455 | 0.2177 | 0.7455 | 0.8634 |
65
+ | No log | 0.7568 | 28 | 0.7294 | 0.2631 | 0.7294 | 0.8541 |
66
+ | No log | 0.8108 | 30 | 0.8128 | 0.3566 | 0.8128 | 0.9015 |
67
+ | No log | 0.8649 | 32 | 1.7383 | 0.1465 | 1.7383 | 1.3185 |
68
+ | No log | 0.9189 | 34 | 1.6950 | 0.1681 | 1.6950 | 1.3019 |
69
+ | No log | 0.9730 | 36 | 1.1035 | 0.3140 | 1.1035 | 1.0505 |
70
+ | No log | 1.0270 | 38 | 1.1002 | 0.2983 | 1.1002 | 1.0489 |
71
+ | No log | 1.0811 | 40 | 0.9777 | 0.3012 | 0.9777 | 0.9888 |
72
+ | No log | 1.1351 | 42 | 1.3158 | 0.1862 | 1.3158 | 1.1471 |
73
+ | No log | 1.1892 | 44 | 1.0061 | 0.2512 | 1.0061 | 1.0030 |
74
+ | No log | 1.2432 | 46 | 0.7876 | 0.2947 | 0.7876 | 0.8875 |
75
+ | No log | 1.2973 | 48 | 0.7621 | 0.3405 | 0.7621 | 0.8730 |
76
+ | No log | 1.3514 | 50 | 0.9254 | 0.2028 | 0.9254 | 0.9620 |
77
+ | No log | 1.4054 | 52 | 1.1212 | 0.1669 | 1.1212 | 1.0589 |
78
+ | No log | 1.4595 | 54 | 1.0159 | 0.1851 | 1.0159 | 1.0079 |
79
+ | No log | 1.5135 | 56 | 0.7467 | 0.3272 | 0.7467 | 0.8641 |
80
+ | No log | 1.5676 | 58 | 0.6675 | 0.3416 | 0.6675 | 0.8170 |
81
+ | No log | 1.6216 | 60 | 0.6904 | 0.3569 | 0.6904 | 0.8309 |
82
+ | No log | 1.6757 | 62 | 0.8232 | 0.2537 | 0.8232 | 0.9073 |
83
+ | No log | 1.7297 | 64 | 0.7470 | 0.3903 | 0.7470 | 0.8643 |
84
+ | No log | 1.7838 | 66 | 0.7627 | 0.3282 | 0.7627 | 0.8734 |
85
+ | No log | 1.8378 | 68 | 0.6798 | 0.3884 | 0.6798 | 0.8245 |
86
+ | No log | 1.8919 | 70 | 0.6340 | 0.3896 | 0.6340 | 0.7962 |
87
+ | No log | 1.9459 | 72 | 0.6520 | 0.4091 | 0.6520 | 0.8075 |
88
+ | No log | 2.0 | 74 | 0.9590 | 0.3812 | 0.9590 | 0.9793 |
89
+ | No log | 2.0541 | 76 | 1.1842 | 0.2864 | 1.1842 | 1.0882 |
90
+ | No log | 2.1081 | 78 | 1.3699 | 0.2527 | 1.3699 | 1.1704 |
91
+ | No log | 2.1622 | 80 | 0.8975 | 0.4352 | 0.8975 | 0.9473 |
92
+ | No log | 2.2162 | 82 | 0.6243 | 0.4225 | 0.6243 | 0.7901 |
93
+ | No log | 2.2703 | 84 | 0.6024 | 0.4259 | 0.6024 | 0.7761 |
94
+ | No log | 2.3243 | 86 | 0.6015 | 0.4085 | 0.6015 | 0.7756 |
95
+ | No log | 2.3784 | 88 | 0.6168 | 0.4409 | 0.6168 | 0.7853 |
96
+ | No log | 2.4324 | 90 | 0.7056 | 0.3746 | 0.7056 | 0.8400 |
97
+ | No log | 2.4865 | 92 | 0.7316 | 0.4007 | 0.7316 | 0.8553 |
98
+ | No log | 2.5405 | 94 | 0.7080 | 0.3807 | 0.7080 | 0.8414 |
99
+ | No log | 2.5946 | 96 | 0.7614 | 0.3293 | 0.7614 | 0.8726 |
100
+ | No log | 2.6486 | 98 | 0.7176 | 0.4097 | 0.7176 | 0.8471 |
101
+ | No log | 2.7027 | 100 | 0.8667 | 0.3397 | 0.8667 | 0.9310 |
102
+ | No log | 2.7568 | 102 | 0.8551 | 0.3063 | 0.8551 | 0.9247 |
103
+ | No log | 2.8108 | 104 | 0.7022 | 0.3765 | 0.7022 | 0.8380 |
104
+ | No log | 2.8649 | 106 | 0.6770 | 0.4229 | 0.6770 | 0.8228 |
105
+ | No log | 2.9189 | 108 | 0.6640 | 0.4162 | 0.6640 | 0.8149 |
106
+ | No log | 2.9730 | 110 | 0.6572 | 0.4381 | 0.6572 | 0.8107 |
107
+ | No log | 3.0270 | 112 | 0.6675 | 0.3930 | 0.6675 | 0.8170 |
108
+ | No log | 3.0811 | 114 | 0.7357 | 0.3524 | 0.7357 | 0.8577 |
109
+ | No log | 3.1351 | 116 | 0.7417 | 0.3976 | 0.7417 | 0.8612 |
110
+ | No log | 3.1892 | 118 | 0.6520 | 0.5025 | 0.6520 | 0.8074 |
111
+ | No log | 3.2432 | 120 | 0.6659 | 0.4973 | 0.6659 | 0.8160 |
112
+ | No log | 3.2973 | 122 | 0.7123 | 0.4879 | 0.7123 | 0.8440 |
113
+ | No log | 3.3514 | 124 | 0.9482 | 0.4865 | 0.9482 | 0.9738 |
114
+ | No log | 3.4054 | 126 | 0.8448 | 0.4929 | 0.8448 | 0.9192 |
115
+ | No log | 3.4595 | 128 | 0.6813 | 0.4347 | 0.6813 | 0.8254 |
116
+ | No log | 3.5135 | 130 | 0.6768 | 0.5334 | 0.6768 | 0.8227 |
117
+ | No log | 3.5676 | 132 | 0.7154 | 0.4608 | 0.7154 | 0.8458 |
118
+ | No log | 3.6216 | 134 | 0.8643 | 0.5087 | 0.8643 | 0.9297 |
119
+ | No log | 3.6757 | 136 | 0.7755 | 0.4483 | 0.7755 | 0.8806 |
120
+ | No log | 3.7297 | 138 | 0.6973 | 0.5056 | 0.6973 | 0.8350 |
121
+ | No log | 3.7838 | 140 | 0.7288 | 0.5044 | 0.7288 | 0.8537 |
122
+ | No log | 3.8378 | 142 | 0.6825 | 0.5082 | 0.6825 | 0.8261 |
123
+ | No log | 3.8919 | 144 | 0.6561 | 0.4011 | 0.6561 | 0.8100 |
124
+ | No log | 3.9459 | 146 | 0.6568 | 0.4594 | 0.6568 | 0.8104 |
125
+ | No log | 4.0 | 148 | 0.6721 | 0.5012 | 0.6721 | 0.8198 |
126
+ | No log | 4.0541 | 150 | 0.6587 | 0.4132 | 0.6587 | 0.8116 |
127
+ | No log | 4.1081 | 152 | 0.8500 | 0.4332 | 0.8500 | 0.9220 |
128
+ | No log | 4.1622 | 154 | 0.7962 | 0.4213 | 0.7962 | 0.8923 |
129
+ | No log | 4.2162 | 156 | 0.6778 | 0.4267 | 0.6778 | 0.8233 |
130
+ | No log | 4.2703 | 158 | 0.6417 | 0.4792 | 0.6417 | 0.8011 |
131
+ | No log | 4.3243 | 160 | 0.7046 | 0.4697 | 0.7046 | 0.8394 |
132
+ | No log | 4.3784 | 162 | 0.8233 | 0.4469 | 0.8233 | 0.9074 |
133
+ | No log | 4.4324 | 164 | 0.9290 | 0.3560 | 0.9290 | 0.9638 |
134
+ | No log | 4.4865 | 166 | 0.7974 | 0.4083 | 0.7974 | 0.8930 |
135
+ | No log | 4.5405 | 168 | 0.6712 | 0.4889 | 0.6712 | 0.8193 |
136
+ | No log | 4.5946 | 170 | 0.5872 | 0.5019 | 0.5872 | 0.7663 |
137
+ | No log | 4.6486 | 172 | 0.5888 | 0.5019 | 0.5888 | 0.7673 |
138
+ | No log | 4.7027 | 174 | 0.6775 | 0.4678 | 0.6775 | 0.8231 |
139
+ | No log | 4.7568 | 176 | 0.7689 | 0.4546 | 0.7689 | 0.8769 |
140
+ | No log | 4.8108 | 178 | 0.6510 | 0.4416 | 0.6510 | 0.8068 |
141
+ | No log | 4.8649 | 180 | 0.6048 | 0.4708 | 0.6048 | 0.7777 |
142
+ | No log | 4.9189 | 182 | 0.5994 | 0.4642 | 0.5994 | 0.7742 |
143
+ | No log | 4.9730 | 184 | 0.6124 | 0.4736 | 0.6124 | 0.7825 |
144
+ | No log | 5.0270 | 186 | 0.6093 | 0.4773 | 0.6093 | 0.7805 |
145
+ | No log | 5.0811 | 188 | 0.6041 | 0.5821 | 0.6041 | 0.7772 |
146
+ | No log | 5.1351 | 190 | 0.6289 | 0.5817 | 0.6289 | 0.7931 |
147
+ | No log | 5.1892 | 192 | 0.6025 | 0.5478 | 0.6025 | 0.7762 |
148
+ | No log | 5.2432 | 194 | 0.6738 | 0.5313 | 0.6738 | 0.8208 |
149
+ | No log | 5.2973 | 196 | 0.7179 | 0.5327 | 0.7179 | 0.8473 |
150
+ | No log | 5.3514 | 198 | 0.6712 | 0.4907 | 0.6712 | 0.8193 |
151
+ | No log | 5.4054 | 200 | 0.6936 | 0.4718 | 0.6936 | 0.8328 |
152
+ | No log | 5.4595 | 202 | 0.6768 | 0.5258 | 0.6768 | 0.8227 |
153
+ | No log | 5.5135 | 204 | 0.6667 | 0.5264 | 0.6667 | 0.8165 |
154
+ | No log | 5.5676 | 206 | 0.6836 | 0.4865 | 0.6836 | 0.8268 |
155
+ | No log | 5.6216 | 208 | 0.6708 | 0.4949 | 0.6708 | 0.8190 |
156
+ | No log | 5.6757 | 210 | 0.6289 | 0.4833 | 0.6289 | 0.7930 |
157
+ | No log | 5.7297 | 212 | 0.5888 | 0.4108 | 0.5888 | 0.7673 |
158
+ | No log | 5.7838 | 214 | 0.6068 | 0.4577 | 0.6068 | 0.7790 |
159
+ | No log | 5.8378 | 216 | 0.6445 | 0.4579 | 0.6445 | 0.8028 |
160
+ | No log | 5.8919 | 218 | 0.6208 | 0.4773 | 0.6208 | 0.7879 |
161
+ | No log | 5.9459 | 220 | 0.6374 | 0.4724 | 0.6374 | 0.7984 |
162
+ | No log | 6.0 | 222 | 0.7722 | 0.4716 | 0.7722 | 0.8788 |
163
+ | No log | 6.0541 | 224 | 0.8547 | 0.4495 | 0.8547 | 0.9245 |
164
+ | No log | 6.1081 | 226 | 0.6979 | 0.4579 | 0.6979 | 0.8354 |
165
+ | No log | 6.1622 | 228 | 0.6321 | 0.4489 | 0.6321 | 0.7950 |
166
+ | No log | 6.2162 | 230 | 0.6284 | 0.4422 | 0.6284 | 0.7927 |
167
+ | No log | 6.2703 | 232 | 0.7027 | 0.4419 | 0.7027 | 0.8383 |
168
+ | No log | 6.3243 | 234 | 0.6647 | 0.4648 | 0.6647 | 0.8153 |
169
+ | No log | 6.3784 | 236 | 0.6027 | 0.4064 | 0.6027 | 0.7764 |
170
+ | No log | 6.4324 | 238 | 0.5976 | 0.4313 | 0.5976 | 0.7731 |
171
+ | No log | 6.4865 | 240 | 0.6191 | 0.4840 | 0.6191 | 0.7868 |
172
+ | No log | 6.5405 | 242 | 0.5940 | 0.4570 | 0.5940 | 0.7707 |
173
+ | No log | 6.5946 | 244 | 0.6113 | 0.4823 | 0.6113 | 0.7819 |
174
+ | No log | 6.6486 | 246 | 0.6531 | 0.4832 | 0.6531 | 0.8081 |
175
+ | No log | 6.7027 | 248 | 0.6567 | 0.5038 | 0.6567 | 0.8104 |
176
+ | No log | 6.7568 | 250 | 0.6102 | 0.4416 | 0.6102 | 0.7811 |
177
+ | No log | 6.8108 | 252 | 0.6454 | 0.5378 | 0.6454 | 0.8034 |
178
+ | No log | 6.8649 | 254 | 0.6559 | 0.5751 | 0.6559 | 0.8099 |
179
+ | No log | 6.9189 | 256 | 0.6110 | 0.4888 | 0.6110 | 0.7817 |
180
+ | No log | 6.9730 | 258 | 0.6110 | 0.5311 | 0.6110 | 0.7817 |
181
+ | No log | 7.0270 | 260 | 0.6072 | 0.5454 | 0.6072 | 0.7792 |
182
+ | No log | 7.0811 | 262 | 0.5951 | 0.5065 | 0.5951 | 0.7715 |
183
+ | No log | 7.1351 | 264 | 0.5926 | 0.4975 | 0.5926 | 0.7698 |
184
+ | No log | 7.1892 | 266 | 0.5959 | 0.5860 | 0.5959 | 0.7719 |
185
+ | No log | 7.2432 | 268 | 0.6844 | 0.5683 | 0.6844 | 0.8273 |
186
+ | No log | 7.2973 | 270 | 0.6879 | 0.5797 | 0.6879 | 0.8294 |
187
+ | No log | 7.3514 | 272 | 0.6444 | 0.5364 | 0.6444 | 0.8028 |
188
+ | No log | 7.4054 | 274 | 0.6360 | 0.5360 | 0.6360 | 0.7975 |
189
+ | No log | 7.4595 | 276 | 0.7052 | 0.5249 | 0.7052 | 0.8398 |
190
+ | No log | 7.5135 | 278 | 0.6852 | 0.5019 | 0.6852 | 0.8277 |
191
+ | No log | 7.5676 | 280 | 0.5779 | 0.5238 | 0.5779 | 0.7602 |
192
+ | No log | 7.6216 | 282 | 0.5701 | 0.5257 | 0.5701 | 0.7551 |
193
+ | No log | 7.6757 | 284 | 0.5823 | 0.5074 | 0.5823 | 0.7631 |
194
+ | No log | 7.7297 | 286 | 0.5542 | 0.5632 | 0.5542 | 0.7444 |
195
+ | No log | 7.7838 | 288 | 0.6014 | 0.4880 | 0.6014 | 0.7755 |
196
+ | No log | 7.8378 | 290 | 0.5924 | 0.5168 | 0.5924 | 0.7697 |
197
+ | No log | 7.8919 | 292 | 0.5761 | 0.5241 | 0.5761 | 0.7590 |
198
+ | No log | 7.9459 | 294 | 0.6026 | 0.5462 | 0.6026 | 0.7763 |
199
+ | No log | 8.0 | 296 | 0.6079 | 0.5301 | 0.6079 | 0.7797 |
200
+ | No log | 8.0541 | 298 | 0.6036 | 0.5684 | 0.6036 | 0.7769 |
201
+ | No log | 8.1081 | 300 | 0.5994 | 0.5185 | 0.5994 | 0.7742 |
202
+ | No log | 8.1622 | 302 | 0.7012 | 0.4614 | 0.7012 | 0.8374 |
203
+ | No log | 8.2162 | 304 | 0.6667 | 0.4708 | 0.6667 | 0.8165 |
204
+ | No log | 8.2703 | 306 | 0.5857 | 0.4959 | 0.5857 | 0.7653 |
205
+ | No log | 8.3243 | 308 | 0.5622 | 0.5414 | 0.5622 | 0.7498 |
206
+ | No log | 8.3784 | 310 | 0.6772 | 0.4375 | 0.6772 | 0.8229 |
207
+ | No log | 8.4324 | 312 | 0.7920 | 0.4722 | 0.7920 | 0.8899 |
208
+ | No log | 8.4865 | 314 | 0.7538 | 0.4899 | 0.7538 | 0.8682 |
209
+ | No log | 8.5405 | 316 | 0.6463 | 0.4549 | 0.6463 | 0.8040 |
210
+ | No log | 8.5946 | 318 | 0.6431 | 0.4882 | 0.6431 | 0.8020 |
211
+ | No log | 8.6486 | 320 | 0.7479 | 0.4346 | 0.7479 | 0.8648 |
212
+ | No log | 8.7027 | 322 | 0.8025 | 0.4328 | 0.8025 | 0.8958 |
213
+ | No log | 8.7568 | 324 | 0.6373 | 0.4891 | 0.6373 | 0.7983 |
214
+ | No log | 8.8108 | 326 | 0.5844 | 0.4287 | 0.5844 | 0.7645 |
215
+ | No log | 8.8649 | 328 | 0.5809 | 0.4851 | 0.5809 | 0.7621 |
216
+ | No log | 8.9189 | 330 | 0.6091 | 0.5101 | 0.6091 | 0.7805 |
217
+ | No log | 8.9730 | 332 | 0.6474 | 0.4956 | 0.6474 | 0.8046 |
218
+ | No log | 9.0270 | 334 | 0.6485 | 0.4990 | 0.6485 | 0.8053 |
219
+ | No log | 9.0811 | 336 | 0.6115 | 0.5344 | 0.6115 | 0.7820 |
220
+ | No log | 9.1351 | 338 | 0.6098 | 0.5444 | 0.6098 | 0.7809 |
221
+ | No log | 9.1892 | 340 | 0.6005 | 0.5189 | 0.6005 | 0.7749 |
222
+ | No log | 9.2432 | 342 | 0.5684 | 0.5507 | 0.5684 | 0.7539 |
223
+ | No log | 9.2973 | 344 | 0.5632 | 0.5497 | 0.5632 | 0.7504 |
224
+ | No log | 9.3514 | 346 | 0.5715 | 0.5518 | 0.5715 | 0.7560 |
225
+ | No log | 9.4054 | 348 | 0.6002 | 0.5606 | 0.6002 | 0.7747 |
226
+ | No log | 9.4595 | 350 | 0.5953 | 0.5606 | 0.5953 | 0.7715 |
227
+ | No log | 9.5135 | 352 | 0.5821 | 0.5166 | 0.5821 | 0.7630 |
228
+ | No log | 9.5676 | 354 | 0.5869 | 0.4926 | 0.5869 | 0.7661 |
229
+ | No log | 9.6216 | 356 | 0.5712 | 0.5371 | 0.5712 | 0.7558 |
230
+ | No log | 9.6757 | 358 | 0.5736 | 0.5339 | 0.5736 | 0.7574 |
231
+ | No log | 9.7297 | 360 | 0.6025 | 0.5079 | 0.6025 | 0.7762 |
232
+ | No log | 9.7838 | 362 | 0.6342 | 0.5095 | 0.6342 | 0.7964 |
233
+ | No log | 9.8378 | 364 | 0.6399 | 0.5244 | 0.6399 | 0.7999 |
234
+ | No log | 9.8919 | 366 | 0.6686 | 0.52 | 0.6686 | 0.8177 |
235
+ | No log | 9.9459 | 368 | 0.6342 | 0.5107 | 0.6342 | 0.7964 |
236
+ | No log | 10.0 | 370 | 0.6417 | 0.5277 | 0.6417 | 0.8011 |
237
+ | No log | 10.0541 | 372 | 0.6358 | 0.5348 | 0.6358 | 0.7974 |
238
+ | No log | 10.1081 | 374 | 0.6602 | 0.5124 | 0.6602 | 0.8126 |
239
+ | No log | 10.1622 | 376 | 0.6560 | 0.5090 | 0.6560 | 0.8099 |
240
+ | No log | 10.2162 | 378 | 0.5962 | 0.5655 | 0.5962 | 0.7721 |
241
+ | No log | 10.2703 | 380 | 0.6176 | 0.5352 | 0.6176 | 0.7859 |
242
+ | No log | 10.3243 | 382 | 0.6060 | 0.4943 | 0.6060 | 0.7784 |
243
+ | No log | 10.3784 | 384 | 0.5946 | 0.5279 | 0.5946 | 0.7711 |
244
+ | No log | 10.4324 | 386 | 0.5943 | 0.5314 | 0.5943 | 0.7709 |
245
+ | No log | 10.4865 | 388 | 0.5885 | 0.5210 | 0.5885 | 0.7671 |
246
+ | No log | 10.5405 | 390 | 0.5979 | 0.5367 | 0.5979 | 0.7732 |
247
+ | No log | 10.5946 | 392 | 0.5968 | 0.5549 | 0.5968 | 0.7725 |
248
+ | No log | 10.6486 | 394 | 0.5978 | 0.5188 | 0.5978 | 0.7732 |
249
+ | No log | 10.7027 | 396 | 0.7272 | 0.4636 | 0.7272 | 0.8528 |
250
+ | No log | 10.7568 | 398 | 0.8091 | 0.4061 | 0.8091 | 0.8995 |
251
+ | No log | 10.8108 | 400 | 0.6564 | 0.5082 | 0.6564 | 0.8102 |
252
+ | No log | 10.8649 | 402 | 0.5671 | 0.5320 | 0.5671 | 0.7531 |
253
+ | No log | 10.9189 | 404 | 0.5551 | 0.5384 | 0.5551 | 0.7450 |
254
+ | No log | 10.9730 | 406 | 0.5612 | 0.5133 | 0.5612 | 0.7492 |
255
+ | No log | 11.0270 | 408 | 0.6126 | 0.4854 | 0.6126 | 0.7827 |
256
+ | No log | 11.0811 | 410 | 0.5895 | 0.5170 | 0.5895 | 0.7678 |
257
+ | No log | 11.1351 | 412 | 0.5591 | 0.4963 | 0.5591 | 0.7477 |
258
+ | No log | 11.1892 | 414 | 0.5565 | 0.5348 | 0.5565 | 0.7460 |
259
+ | No log | 11.2432 | 416 | 0.5508 | 0.5545 | 0.5508 | 0.7422 |
260
+ | No log | 11.2973 | 418 | 0.5464 | 0.4935 | 0.5464 | 0.7392 |
261
+ | No log | 11.3514 | 420 | 0.5421 | 0.5106 | 0.5421 | 0.7363 |
262
+ | No log | 11.4054 | 422 | 0.5603 | 0.5495 | 0.5603 | 0.7485 |
263
+ | No log | 11.4595 | 424 | 0.6168 | 0.5070 | 0.6168 | 0.7853 |
264
+ | No log | 11.5135 | 426 | 0.6191 | 0.5070 | 0.6191 | 0.7868 |
265
+ | No log | 11.5676 | 428 | 0.5635 | 0.5644 | 0.5635 | 0.7507 |
266
+ | No log | 11.6216 | 430 | 0.5850 | 0.5257 | 0.5850 | 0.7649 |
267
+ | No log | 11.6757 | 432 | 0.6209 | 0.5310 | 0.6209 | 0.7880 |
268
+ | No log | 11.7297 | 434 | 0.5834 | 0.5522 | 0.5834 | 0.7638 |
269
+ | No log | 11.7838 | 436 | 0.5786 | 0.5011 | 0.5786 | 0.7607 |
270
+ | No log | 11.8378 | 438 | 0.5735 | 0.4759 | 0.5735 | 0.7573 |
271
+ | No log | 11.8919 | 440 | 0.5780 | 0.4559 | 0.5780 | 0.7603 |
272
+ | No log | 11.9459 | 442 | 0.5837 | 0.4785 | 0.5837 | 0.7640 |
273
+ | No log | 12.0 | 444 | 0.5865 | 0.4646 | 0.5865 | 0.7659 |
274
+ | No log | 12.0541 | 446 | 0.5800 | 0.4622 | 0.5800 | 0.7616 |
275
+ | No log | 12.1081 | 448 | 0.5693 | 0.4217 | 0.5693 | 0.7545 |
276
+ | No log | 12.1622 | 450 | 0.5773 | 0.4455 | 0.5773 | 0.7598 |
277
+ | No log | 12.2162 | 452 | 0.5810 | 0.4739 | 0.5810 | 0.7622 |
278
+ | No log | 12.2703 | 454 | 0.5633 | 0.4375 | 0.5633 | 0.7505 |
279
+ | No log | 12.3243 | 456 | 0.5595 | 0.4620 | 0.5595 | 0.7480 |
280
+ | No log | 12.3784 | 458 | 0.5746 | 0.4899 | 0.5746 | 0.7580 |
281
+ | No log | 12.4324 | 460 | 0.5599 | 0.4749 | 0.5599 | 0.7483 |
282
+ | No log | 12.4865 | 462 | 0.5670 | 0.5158 | 0.5670 | 0.7530 |
283
+ | No log | 12.5405 | 464 | 0.6073 | 0.4813 | 0.6073 | 0.7793 |
284
+ | No log | 12.5946 | 466 | 0.5839 | 0.53 | 0.5839 | 0.7641 |
285
+ | No log | 12.6486 | 468 | 0.5507 | 0.5228 | 0.5507 | 0.7421 |
286
+ | No log | 12.7027 | 470 | 0.5473 | 0.5167 | 0.5473 | 0.7398 |
287
+ | No log | 12.7568 | 472 | 0.5654 | 0.4917 | 0.5654 | 0.7519 |
288
+ | No log | 12.8108 | 474 | 0.6727 | 0.4377 | 0.6727 | 0.8202 |
289
+ | No log | 12.8649 | 476 | 0.7439 | 0.4201 | 0.7439 | 0.8625 |
290
+ | No log | 12.9189 | 478 | 0.8146 | 0.4461 | 0.8146 | 0.9025 |
291
+ | No log | 12.9730 | 480 | 0.7090 | 0.4734 | 0.7090 | 0.8420 |
292
+ | No log | 13.0270 | 482 | 0.5676 | 0.4958 | 0.5676 | 0.7534 |
293
+ | No log | 13.0811 | 484 | 0.5565 | 0.5539 | 0.5565 | 0.7460 |
294
+ | No log | 13.1351 | 486 | 0.5554 | 0.5602 | 0.5554 | 0.7452 |
295
+ | No log | 13.1892 | 488 | 0.5381 | 0.5273 | 0.5381 | 0.7335 |
296
+ | No log | 13.2432 | 490 | 0.5425 | 0.4355 | 0.5425 | 0.7365 |
297
+ | No log | 13.2973 | 492 | 0.5617 | 0.4691 | 0.5617 | 0.7495 |
298
+ | No log | 13.3514 | 494 | 0.5621 | 0.4818 | 0.5621 | 0.7497 |
299
+ | No log | 13.4054 | 496 | 0.5441 | 0.4863 | 0.5441 | 0.7377 |
300
+ | No log | 13.4595 | 498 | 0.5421 | 0.5415 | 0.5421 | 0.7362 |
301
+ | 0.3405 | 13.5135 | 500 | 0.5457 | 0.5421 | 0.5457 | 0.7387 |
302
+ | 0.3405 | 13.5676 | 502 | 0.5920 | 0.5264 | 0.5920 | 0.7694 |
303
+ | 0.3405 | 13.6216 | 504 | 0.7262 | 0.4760 | 0.7262 | 0.8521 |
304
+ | 0.3405 | 13.6757 | 506 | 0.7651 | 0.4501 | 0.7651 | 0.8747 |
305
+ | 0.3405 | 13.7297 | 508 | 0.6930 | 0.4661 | 0.6930 | 0.8324 |
306
+ | 0.3405 | 13.7838 | 510 | 0.6328 | 0.5380 | 0.6328 | 0.7955 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions