Hugging Face's logo

MayBashendy
/
ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k15_task7_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Model card Files
xet
 Community
MayBashendy commited on
Commit
a272d0f
·
verified ·
1 Parent(s): ce80911

End of training

Browse files
Files changed (1) hide show
  1. README.md +282 -284
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_run3_AugV5_k14_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_run3_AugV5_k14_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: 0.4761
19
- - Qwk: 0.5770
20
- - Mse: 0.4761
21
- - Rmse: 0.6900
22
 
23
  ## Model description
24
 
@@ -47,284 +47,282 @@ 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 | 0.0286 | 2 | 2.5709 | -0.0109 | 2.5709 | 1.6034 |
53
- | No log | 0.0571 | 4 | 1.6036 | 0.0789 | 1.6036 | 1.2663 |
54
- | No log | 0.0857 | 6 | 0.7839 | 0.2109 | 0.7839 | 0.8854 |
55
- | No log | 0.1143 | 8 | 0.7816 | 0.0236 | 0.7816 | 0.8841 |
56
- | No log | 0.1429 | 10 | 1.0592 | 0.0812 | 1.0592 | 1.0292 |
57
- | No log | 0.1714 | 12 | 1.2204 | 0.2121 | 1.2204 | 1.1047 |
58
- | No log | 0.2 | 14 | 1.0234 | 0.3118 | 1.0234 | 1.0116 |
59
- | No log | 0.2286 | 16 | 0.7229 | 0.3594 | 0.7229 | 0.8502 |
60
- | No log | 0.2571 | 18 | 0.6540 | 0.0481 | 0.6540 | 0.8087 |
61
- | No log | 0.2857 | 20 | 0.7883 | 0.3695 | 0.7883 | 0.8879 |
62
- | No log | 0.3143 | 22 | 0.8236 | 0.4142 | 0.8236 | 0.9075 |
63
- | No log | 0.3429 | 24 | 0.7766 | 0.4142 | 0.7766 | 0.8812 |
64
- | No log | 0.3714 | 26 | 0.5946 | 0.3173 | 0.5946 | 0.7711 |
65
- | No log | 0.4 | 28 | 0.5505 | 0.2041 | 0.5505 | 0.7420 |
66
- | No log | 0.4286 | 30 | 0.6052 | 0.3323 | 0.6052 | 0.7779 |
67
- | No log | 0.4571 | 32 | 0.6276 | 0.3359 | 0.6276 | 0.7922 |
68
- | No log | 0.4857 | 34 | 0.5336 | 0.5177 | 0.5336 | 0.7305 |
69
- | No log | 0.5143 | 36 | 0.5297 | 0.5283 | 0.5297 | 0.7278 |
70
- | No log | 0.5429 | 38 | 0.5180 | 0.5591 | 0.5180 | 0.7197 |
71
- | No log | 0.5714 | 40 | 0.5311 | 0.5510 | 0.5311 | 0.7288 |
72
- | No log | 0.6 | 42 | 0.5009 | 0.5731 | 0.5009 | 0.7078 |
73
- | No log | 0.6286 | 44 | 0.4873 | 0.5937 | 0.4873 | 0.6981 |
74
- | No log | 0.6571 | 46 | 0.5212 | 0.5152 | 0.5212 | 0.7220 |
75
- | No log | 0.6857 | 48 | 0.5846 | 0.3693 | 0.5846 | 0.7646 |
76
- | No log | 0.7143 | 50 | 0.6395 | 0.3514 | 0.6395 | 0.7997 |
77
- | No log | 0.7429 | 52 | 0.5816 | 0.3800 | 0.5816 | 0.7626 |
78
- | No log | 0.7714 | 54 | 0.5164 | 0.4809 | 0.5164 | 0.7186 |
79
- | No log | 0.8 | 56 | 0.4914 | 0.5517 | 0.4914 | 0.7010 |
80
- | No log | 0.8286 | 58 | 0.4732 | 0.6132 | 0.4732 | 0.6879 |
81
- | No log | 0.8571 | 60 | 0.4482 | 0.6645 | 0.4482 | 0.6694 |
82
- | No log | 0.8857 | 62 | 0.4363 | 0.6469 | 0.4363 | 0.6605 |
83
- | No log | 0.9143 | 64 | 0.5036 | 0.6496 | 0.5036 | 0.7096 |
84
- | No log | 0.9429 | 66 | 0.4920 | 0.6681 | 0.4920 | 0.7015 |
85
- | No log | 0.9714 | 68 | 0.4392 | 0.7154 | 0.4392 | 0.6627 |
86
- | No log | 1.0 | 70 | 0.4223 | 0.6130 | 0.4223 | 0.6499 |
87
- | No log | 1.0286 | 72 | 0.4452 | 0.5569 | 0.4452 | 0.6672 |
88
- | No log | 1.0571 | 74 | 0.4357 | 0.5044 | 0.4357 | 0.6601 |
89
- | No log | 1.0857 | 76 | 0.4286 | 0.6105 | 0.4286 | 0.6547 |
90
- | No log | 1.1143 | 78 | 0.4385 | 0.6014 | 0.4385 | 0.6622 |
91
- | No log | 1.1429 | 80 | 0.4585 | 0.5835 | 0.4585 | 0.6771 |
92
- | No log | 1.1714 | 82 | 0.4629 | 0.6314 | 0.4629 | 0.6803 |
93
- | No log | 1.2 | 84 | 0.5503 | 0.6060 | 0.5503 | 0.7418 |
94
- | No log | 1.2286 | 86 | 0.4890 | 0.6796 | 0.4890 | 0.6993 |
95
- | No log | 1.2571 | 88 | 0.5000 | 0.5498 | 0.5000 | 0.7071 |
96
- | No log | 1.2857 | 90 | 0.4851 | 0.5368 | 0.4851 | 0.6965 |
97
- | No log | 1.3143 | 92 | 0.4581 | 0.5419 | 0.4581 | 0.6768 |
98
- | No log | 1.3429 | 94 | 0.7506 | 0.5242 | 0.7506 | 0.8664 |
99
- | No log | 1.3714 | 96 | 0.8406 | 0.4702 | 0.8406 | 0.9168 |
100
- | No log | 1.4 | 98 | 0.6510 | 0.5085 | 0.6510 | 0.8069 |
101
- | No log | 1.4286 | 100 | 0.4654 | 0.5357 | 0.4654 | 0.6822 |
102
- | No log | 1.4571 | 102 | 0.4784 | 0.5171 | 0.4784 | 0.6916 |
103
- | No log | 1.4857 | 104 | 0.4767 | 0.5692 | 0.4767 | 0.6904 |
104
- | No log | 1.5143 | 106 | 0.4942 | 0.6010 | 0.4942 | 0.7030 |
105
- | No log | 1.5429 | 108 | 0.7130 | 0.5581 | 0.7130 | 0.8444 |
106
- | No log | 1.5714 | 110 | 1.2238 | 0.3631 | 1.2238 | 1.1062 |
107
- | No log | 1.6 | 112 | 1.2865 | 0.3631 | 1.2865 | 1.1342 |
108
- | No log | 1.6286 | 114 | 0.9265 | 0.5179 | 0.9265 | 0.9626 |
109
- | No log | 1.6571 | 116 | 0.5316 | 0.5864 | 0.5316 | 0.7291 |
110
- | No log | 1.6857 | 118 | 0.4767 | 0.5522 | 0.4767 | 0.6904 |
111
- | No log | 1.7143 | 120 | 0.4952 | 0.5266 | 0.4952 | 0.7037 |
112
- | No log | 1.7429 | 122 | 0.4910 | 0.5970 | 0.4910 | 0.7007 |
113
- | No log | 1.7714 | 124 | 0.5172 | 0.6015 | 0.5172 | 0.7192 |
114
- | No log | 1.8 | 126 | 0.7258 | 0.5672 | 0.7258 | 0.8519 |
115
- | No log | 1.8286 | 128 | 0.9157 | 0.5033 | 0.9157 | 0.9569 |
116
- | No log | 1.8571 | 130 | 0.8889 | 0.4593 | 0.8889 | 0.9428 |
117
- | No log | 1.8857 | 132 | 0.6945 | 0.5009 | 0.6945 | 0.8334 |
118
- | No log | 1.9143 | 134 | 0.5634 | 0.5692 | 0.5634 | 0.7506 |
119
- | No log | 1.9429 | 136 | 0.5062 | 0.5514 | 0.5062 | 0.7115 |
120
- | No log | 1.9714 | 138 | 0.4902 | 0.5923 | 0.4902 | 0.7001 |
121
- | No log | 2.0 | 140 | 0.4963 | 0.6152 | 0.4963 | 0.7045 |
122
- | No log | 2.0286 | 142 | 0.5299 | 0.5799 | 0.5299 | 0.7280 |
123
- | No log | 2.0571 | 144 | 0.6393 | 0.6139 | 0.6393 | 0.7996 |
124
- | No log | 2.0857 | 146 | 0.7279 | 0.6073 | 0.7279 | 0.8532 |
125
- | No log | 2.1143 | 148 | 0.6911 | 0.6264 | 0.6911 | 0.8313 |
126
- | No log | 2.1429 | 150 | 0.5949 | 0.5688 | 0.5949 | 0.7713 |
127
- | No log | 2.1714 | 152 | 0.5352 | 0.5639 | 0.5352 | 0.7316 |
128
- | No log | 2.2 | 154 | 0.4969 | 0.5633 | 0.4969 | 0.7049 |
129
- | No log | 2.2286 | 156 | 0.4958 | 0.5566 | 0.4958 | 0.7041 |
130
- | No log | 2.2571 | 158 | 0.4955 | 0.5538 | 0.4955 | 0.7039 |
131
- | No log | 2.2857 | 160 | 0.5413 | 0.5962 | 0.5413 | 0.7357 |
132
- | No log | 2.3143 | 162 | 0.5620 | 0.5981 | 0.5620 | 0.7496 |
133
- | No log | 2.3429 | 164 | 0.5032 | 0.6551 | 0.5032 | 0.7093 |
134
- | No log | 2.3714 | 166 | 0.5145 | 0.5932 | 0.5145 | 0.7173 |
135
- | No log | 2.4 | 168 | 0.5196 | 0.6017 | 0.5196 | 0.7208 |
136
- | No log | 2.4286 | 170 | 0.4759 | 0.5956 | 0.4759 | 0.6898 |
137
- | No log | 2.4571 | 172 | 0.4736 | 0.5290 | 0.4736 | 0.6882 |
138
- | No log | 2.4857 | 174 | 0.6169 | 0.5382 | 0.6169 | 0.7854 |
139
- | No log | 2.5143 | 176 | 0.7468 | 0.4519 | 0.7468 | 0.8642 |
140
- | No log | 2.5429 | 178 | 0.7650 | 0.4519 | 0.7650 | 0.8746 |
141
- | No log | 2.5714 | 180 | 0.8031 | 0.4519 | 0.8031 | 0.8961 |
142
- | No log | 2.6 | 182 | 0.7646 | 0.4096 | 0.7646 | 0.8744 |
143
- | No log | 2.6286 | 184 | 0.8027 | 0.4208 | 0.8027 | 0.8960 |
144
- | No log | 2.6571 | 186 | 0.8053 | 0.4208 | 0.8053 | 0.8974 |
145
- | No log | 2.6857 | 188 | 0.7475 | 0.4650 | 0.7475 | 0.8646 |
146
- | No log | 2.7143 | 190 | 0.7527 | 0.5529 | 0.7527 | 0.8676 |
147
- | No log | 2.7429 | 192 | 0.8460 | 0.5733 | 0.8460 | 0.9198 |
148
- | No log | 2.7714 | 194 | 0.7783 | 0.5835 | 0.7783 | 0.8822 |
149
- | No log | 2.8 | 196 | 0.7490 | 0.5755 | 0.7490 | 0.8655 |
150
- | No log | 2.8286 | 198 | 0.6292 | 0.5574 | 0.6292 | 0.7932 |
151
- | No log | 2.8571 | 200 | 0.5366 | 0.5473 | 0.5366 | 0.7325 |
152
- | No log | 2.8857 | 202 | 0.5157 | 0.5552 | 0.5157 | 0.7181 |
153
- | No log | 2.9143 | 204 | 0.5598 | 0.5190 | 0.5598 | 0.7482 |
154
- | No log | 2.9429 | 206 | 0.7844 | 0.5801 | 0.7844 | 0.8857 |
155
- | No log | 2.9714 | 208 | 0.9898 | 0.4939 | 0.9898 | 0.9949 |
156
- | No log | 3.0 | 210 | 0.9298 | 0.5721 | 0.9298 | 0.9643 |
157
- | No log | 3.0286 | 212 | 0.7222 | 0.5876 | 0.7222 | 0.8498 |
158
- | No log | 3.0571 | 214 | 0.5437 | 0.5244 | 0.5437 | 0.7373 |
159
- | No log | 3.0857 | 216 | 0.5122 | 0.5412 | 0.5122 | 0.7157 |
160
- | No log | 3.1143 | 218 | 0.5292 | 0.5044 | 0.5292 | 0.7274 |
161
- | No log | 3.1429 | 220 | 0.7237 | 0.5186 | 0.7237 | 0.8507 |
162
- | No log | 3.1714 | 222 | 1.0033 | 0.5563 | 1.0033 | 1.0016 |
163
- | No log | 3.2 | 224 | 1.1885 | 0.4168 | 1.1885 | 1.0902 |
164
- | No log | 3.2286 | 226 | 1.0364 | 0.5074 | 1.0364 | 1.0180 |
165
- | No log | 3.2571 | 228 | 0.7734 | 0.5680 | 0.7734 | 0.8795 |
166
- | No log | 3.2857 | 230 | 0.5976 | 0.5133 | 0.5976 | 0.7730 |
167
- | No log | 3.3143 | 232 | 0.5494 | 0.4782 | 0.5494 | 0.7412 |
168
- | No log | 3.3429 | 234 | 0.5650 | 0.5289 | 0.5650 | 0.7516 |
169
- | No log | 3.3714 | 236 | 0.6267 | 0.5148 | 0.6267 | 0.7916 |
170
- | No log | 3.4 | 238 | 0.6722 | 0.4837 | 0.6722 | 0.8199 |
171
- | No log | 3.4286 | 240 | 0.6604 | 0.5231 | 0.6604 | 0.8127 |
172
- | No log | 3.4571 | 242 | 0.5913 | 0.6045 | 0.5913 | 0.7690 |
173
- | No log | 3.4857 | 244 | 0.5211 | 0.5473 | 0.5211 | 0.7218 |
174
- | No log | 3.5143 | 246 | 0.4985 | 0.5447 | 0.4985 | 0.7061 |
175
- | No log | 3.5429 | 248 | 0.5507 | 0.6028 | 0.5507 | 0.7421 |
176
- | No log | 3.5714 | 250 | 0.6773 | 0.6421 | 0.6773 | 0.8230 |
177
- | No log | 3.6 | 252 | 0.7756 | 0.6143 | 0.7756 | 0.8807 |
178
- | No log | 3.6286 | 254 | 0.6986 | 0.5765 | 0.6986 | 0.8358 |
179
- | No log | 3.6571 | 256 | 0.5716 | 0.5998 | 0.5716 | 0.7560 |
180
- | No log | 3.6857 | 258 | 0.5277 | 0.5485 | 0.5277 | 0.7264 |
181
- | No log | 3.7143 | 260 | 0.5439 | 0.5617 | 0.5439 | 0.7375 |
182
- | No log | 3.7429 | 262 | 0.5473 | 0.5524 | 0.5473 | 0.7398 |
183
- | No log | 3.7714 | 264 | 0.5843 | 0.6151 | 0.5843 | 0.7644 |
184
- | No log | 3.8 | 266 | 0.6837 | 0.6082 | 0.6837 | 0.8269 |
185
- | No log | 3.8286 | 268 | 0.6566 | 0.6229 | 0.6566 | 0.8103 |
186
- | No log | 3.8571 | 270 | 0.6011 | 0.6200 | 0.6011 | 0.7753 |
187
- | No log | 3.8857 | 272 | 0.5327 | 0.5950 | 0.5327 | 0.7299 |
188
- | No log | 3.9143 | 274 | 0.5466 | 0.5735 | 0.5466 | 0.7393 |
189
- | No log | 3.9429 | 276 | 0.6147 | 0.5675 | 0.6147 | 0.7840 |
190
- | No log | 3.9714 | 278 | 0.6316 | 0.5738 | 0.6316 | 0.7947 |
191
- | No log | 4.0 | 280 | 0.6429 | 0.5738 | 0.6429 | 0.8018 |
192
- | No log | 4.0286 | 282 | 0.5648 | 0.5787 | 0.5648 | 0.7516 |
193
- | No log | 4.0571 | 284 | 0.5625 | 0.5338 | 0.5625 | 0.7500 |
194
- | No log | 4.0857 | 286 | 0.6327 | 0.5632 | 0.6327 | 0.7955 |
195
- | No log | 4.1143 | 288 | 0.7013 | 0.5517 | 0.7013 | 0.8374 |
196
- | No log | 4.1429 | 290 | 0.7562 | 0.4939 | 0.7562 | 0.8696 |
197
- | No log | 4.1714 | 292 | 0.7038 | 0.5581 | 0.7038 | 0.8390 |
198
- | No log | 4.2 | 294 | 0.6680 | 0.6044 | 0.6680 | 0.8173 |
199
- | No log | 4.2286 | 296 | 0.6241 | 0.5873 | 0.6241 | 0.7900 |
200
- | No log | 4.2571 | 298 | 0.5434 | 0.6352 | 0.5434 | 0.7371 |
201
- | No log | 4.2857 | 300 | 0.5109 | 0.6279 | 0.5109 | 0.7148 |
202
- | No log | 4.3143 | 302 | 0.4987 | 0.5538 | 0.4987 | 0.7062 |
203
- | No log | 4.3429 | 304 | 0.5765 | 0.6054 | 0.5765 | 0.7593 |
204
- | No log | 4.3714 | 306 | 0.6292 | 0.6054 | 0.6292 | 0.7932 |
205
- | No log | 4.4 | 308 | 0.5409 | 0.5338 | 0.5409 | 0.7355 |
206
- | No log | 4.4286 | 310 | 0.4761 | 0.5042 | 0.4761 | 0.6900 |
207
- | No log | 4.4571 | 312 | 0.4696 | 0.5304 | 0.4696 | 0.6853 |
208
- | No log | 4.4857 | 314 | 0.4763 | 0.5304 | 0.4763 | 0.6901 |
209
- | No log | 4.5143 | 316 | 0.4730 | 0.5133 | 0.4730 | 0.6878 |
210
- | No log | 4.5429 | 318 | 0.5279 | 0.5655 | 0.5279 | 0.7266 |
211
- | No log | 4.5714 | 320 | 0.7156 | 0.5156 | 0.7156 | 0.8459 |
212
- | No log | 4.6 | 322 | 0.9574 | 0.4758 | 0.9574 | 0.9785 |
213
- | No log | 4.6286 | 324 | 1.0732 | 0.4910 | 1.0732 | 1.0359 |
214
- | No log | 4.6571 | 326 | 1.0072 | 0.4862 | 1.0072 | 1.0036 |
215
- | No log | 4.6857 | 328 | 0.7964 | 0.5351 | 0.7964 | 0.8924 |
216
- | No log | 4.7143 | 330 | 0.5844 | 0.5612 | 0.5844 | 0.7644 |
217
- | No log | 4.7429 | 332 | 0.5187 | 0.5306 | 0.5187 | 0.7202 |
218
- | No log | 4.7714 | 334 | 0.5551 | 0.5538 | 0.5551 | 0.7450 |
219
- | No log | 4.8 | 336 | 0.6630 | 0.5481 | 0.6630 | 0.8143 |
220
- | No log | 4.8286 | 338 | 0.7720 | 0.5395 | 0.7720 | 0.8786 |
221
- | No log | 4.8571 | 340 | 0.8520 | 0.5164 | 0.8520 | 0.9230 |
222
- | No log | 4.8857 | 342 | 0.9052 | 0.5425 | 0.9052 | 0.9514 |
223
- | No log | 4.9143 | 344 | 0.8592 | 0.5017 | 0.8592 | 0.9269 |
224
- | No log | 4.9429 | 346 | 0.7515 | 0.5034 | 0.7515 | 0.8669 |
225
- | No log | 4.9714 | 348 | 0.6961 | 0.4992 | 0.6961 | 0.8343 |
226
- | No log | 5.0 | 350 | 0.6360 | 0.5085 | 0.6360 | 0.7975 |
227
- | No log | 5.0286 | 352 | 0.5524 | 0.4801 | 0.5524 | 0.7432 |
228
- | No log | 5.0571 | 354 | 0.5407 | 0.4801 | 0.5407 | 0.7354 |
229
- | No log | 5.0857 | 356 | 0.5725 | 0.4925 | 0.5725 | 0.7566 |
230
- | No log | 5.1143 | 358 | 0.7160 | 0.5638 | 0.7160 | 0.8462 |
231
- | No log | 5.1429 | 360 | 0.8704 | 0.5616 | 0.8704 | 0.9330 |
232
- | No log | 5.1714 | 362 | 0.8313 | 0.5626 | 0.8313 | 0.9117 |
233
- | No log | 5.2 | 364 | 0.6818 | 0.4921 | 0.6818 | 0.8257 |
234
- | No log | 5.2286 | 366 | 0.5511 | 0.4602 | 0.5511 | 0.7424 |
235
- | No log | 5.2571 | 368 | 0.5396 | 0.4622 | 0.5396 | 0.7346 |
236
- | No log | 5.2857 | 370 | 0.5904 | 0.4684 | 0.5904 | 0.7684 |
237
- | No log | 5.3143 | 372 | 0.6827 | 0.4400 | 0.6827 | 0.8263 |
238
- | No log | 5.3429 | 374 | 0.6979 | 0.5050 | 0.6979 | 0.8354 |
239
- | No log | 5.3714 | 376 | 0.7380 | 0.4961 | 0.7380 | 0.8591 |
240
- | No log | 5.4 | 378 | 0.7560 | 0.5169 | 0.7560 | 0.8695 |
241
- | No log | 5.4286 | 380 | 0.8373 | 0.5017 | 0.8373 | 0.9151 |
242
- | No log | 5.4571 | 382 | 1.0018 | 0.4475 | 1.0018 | 1.0009 |
243
- | No log | 5.4857 | 384 | 1.0732 | 0.3601 | 1.0732 | 1.0359 |
244
- | No log | 5.5143 | 386 | 0.9241 | 0.4406 | 0.9241 | 0.9613 |
245
- | No log | 5.5429 | 388 | 0.8024 | 0.4828 | 0.8024 | 0.8958 |
246
- | No log | 5.5714 | 390 | 0.6672 | 0.5716 | 0.6672 | 0.8168 |
247
- | No log | 5.6 | 392 | 0.6287 | 0.5659 | 0.6287 | 0.7929 |
248
- | No log | 5.6286 | 394 | 0.6137 | 0.5396 | 0.6137 | 0.7834 |
249
- | No log | 5.6571 | 396 | 0.5960 | 0.5700 | 0.5960 | 0.7720 |
250
- | No log | 5.6857 | 398 | 0.5818 | 0.5958 | 0.5818 | 0.7628 |
251
- | No log | 5.7143 | 400 | 0.5473 | 0.5875 | 0.5473 | 0.7398 |
252
- | No log | 5.7429 | 402 | 0.5302 | 0.5396 | 0.5302 | 0.7282 |
253
- | No log | 5.7714 | 404 | 0.5454 | 0.5561 | 0.5454 | 0.7385 |
254
- | No log | 5.8 | 406 | 0.5663 | 0.6125 | 0.5663 | 0.7525 |
255
- | No log | 5.8286 | 408 | 0.5530 | 0.5966 | 0.5530 | 0.7436 |
256
- | No log | 5.8571 | 410 | 0.5907 | 0.5827 | 0.5907 | 0.7686 |
257
- | No log | 5.8857 | 412 | 0.5721 | 0.5763 | 0.5721 | 0.7564 |
258
- | No log | 5.9143 | 414 | 0.5750 | 0.5763 | 0.5750 | 0.7583 |
259
- | No log | 5.9429 | 416 | 0.6720 | 0.5955 | 0.6720 | 0.8198 |
260
- | No log | 5.9714 | 418 | 0.7292 | 0.5980 | 0.7292 | 0.8539 |
261
- | No log | 6.0 | 420 | 0.6622 | 0.5692 | 0.6622 | 0.8138 |
262
- | No log | 6.0286 | 422 | 0.5407 | 0.6214 | 0.5407 | 0.7354 |
263
- | No log | 6.0571 | 424 | 0.4885 | 0.5768 | 0.4885 | 0.6990 |
264
- | No log | 6.0857 | 426 | 0.5081 | 0.5151 | 0.5081 | 0.7128 |
265
- | No log | 6.1143 | 428 | 0.5460 | 0.5597 | 0.5460 | 0.7389 |
266
- | No log | 6.1429 | 430 | 0.6175 | 0.4943 | 0.6175 | 0.7858 |
267
- | No log | 6.1714 | 432 | 0.6863 | 0.4703 | 0.6863 | 0.8284 |
268
- | No log | 6.2 | 434 | 0.6481 | 0.5354 | 0.6481 | 0.8050 |
269
- | No log | 6.2286 | 436 | 0.5581 | 0.5639 | 0.5581 | 0.7471 |
270
- | No log | 6.2571 | 438 | 0.4982 | 0.5631 | 0.4982 | 0.7059 |
271
- | No log | 6.2857 | 440 | 0.4793 | 0.6200 | 0.4793 | 0.6923 |
272
- | No log | 6.3143 | 442 | 0.4924 | 0.5845 | 0.4924 | 0.7017 |
273
- | No log | 6.3429 | 444 | 0.5860 | 0.6315 | 0.5860 | 0.7655 |
274
- | No log | 6.3714 | 446 | 0.8627 | 0.5617 | 0.8627 | 0.9288 |
275
- | No log | 6.4 | 448 | 1.0744 | 0.5037 | 1.0744 | 1.0365 |
276
- | No log | 6.4286 | 450 | 1.0877 | 0.4812 | 1.0877 | 1.0429 |
277
- | No log | 6.4571 | 452 | 0.8900 | 0.5365 | 0.8900 | 0.9434 |
278
- | No log | 6.4857 | 454 | 0.6853 | 0.6119 | 0.6853 | 0.8278 |
279
- | No log | 6.5143 | 456 | 0.5707 | 0.5974 | 0.5707 | 0.7554 |
280
- | No log | 6.5429 | 458 | 0.5044 | 0.6011 | 0.5044 | 0.7102 |
281
- | No log | 6.5714 | 460 | 0.5261 | 0.6273 | 0.5261 | 0.7253 |
282
- | No log | 6.6 | 462 | 0.5929 | 0.5865 | 0.5929 | 0.7700 |
283
- | No log | 6.6286 | 464 | 0.6387 | 0.5173 | 0.6387 | 0.7992 |
284
- | No log | 6.6571 | 466 | 0.6207 | 0.5992 | 0.6207 | 0.7879 |
285
- | No log | 6.6857 | 468 | 0.6097 | 0.5993 | 0.6097 | 0.7808 |
286
- | No log | 6.7143 | 470 | 0.5652 | 0.6178 | 0.5652 | 0.7518 |
287
- | No log | 6.7429 | 472 | 0.5655 | 0.6189 | 0.5655 | 0.7520 |
288
- | No log | 6.7714 | 474 | 0.5837 | 0.6178 | 0.5837 | 0.7640 |
289
- | No log | 6.8 | 476 | 0.5438 | 0.6248 | 0.5438 | 0.7375 |
290
- | No log | 6.8286 | 478 | 0.5347 | 0.6032 | 0.5347 | 0.7312 |
291
- | No log | 6.8571 | 480 | 0.5480 | 0.6096 | 0.5480 | 0.7403 |
292
- | No log | 6.8857 | 482 | 0.5495 | 0.5906 | 0.5495 | 0.7413 |
293
- | No log | 6.9143 | 484 | 0.6030 | 0.5682 | 0.6030 | 0.7765 |
294
- | No log | 6.9429 | 486 | 0.6567 | 0.4992 | 0.6567 | 0.8104 |
295
- | No log | 6.9714 | 488 | 0.6954 | 0.5032 | 0.6954 | 0.8339 |
296
- | No log | 7.0 | 490 | 0.6510 | 0.4992 | 0.6510 | 0.8068 |
297
- | No log | 7.0286 | 492 | 0.5611 | 0.4330 | 0.5611 | 0.7490 |
298
- | No log | 7.0571 | 494 | 0.5197 | 0.4845 | 0.5197 | 0.7209 |
299
- | No log | 7.0857 | 496 | 0.4912 | 0.5577 | 0.4912 | 0.7009 |
300
- | No log | 7.1143 | 498 | 0.5403 | 0.6137 | 0.5403 | 0.7351 |
301
- | 0.3499 | 7.1429 | 500 | 0.6328 | 0.6201 | 0.6328 | 0.7955 |
302
- | 0.3499 | 7.1714 | 502 | 0.6153 | 0.6344 | 0.6153 | 0.7844 |
303
- | 0.3499 | 7.2 | 504 | 0.5365 | 0.6200 | 0.5365 | 0.7325 |
304
- | 0.3499 | 7.2286 | 506 | 0.4782 | 0.6344 | 0.4782 | 0.6915 |
305
- | 0.3499 | 7.2571 | 508 | 0.4404 | 0.6341 | 0.4404 | 0.6637 |
306
- | 0.3499 | 7.2857 | 510 | 0.4495 | 0.6321 | 0.4495 | 0.6704 |
307
- | 0.3499 | 7.3143 | 512 | 0.4779 | 0.6150 | 0.4779 | 0.6913 |
308
- | 0.3499 | 7.3429 | 514 | 0.4916 | 0.6226 | 0.4916 | 0.7011 |
309
- | 0.3499 | 7.3714 | 516 | 0.4576 | 0.6313 | 0.4576 | 0.6765 |
310
- | 0.3499 | 7.4 | 518 | 0.4460 | 0.6712 | 0.4460 | 0.6678 |
311
- | 0.3499 | 7.4286 | 520 | 0.4692 | 0.6313 | 0.4692 | 0.6850 |
312
- | 0.3499 | 7.4571 | 522 | 0.4720 | 0.6313 | 0.4720 | 0.6870 |
313
- | 0.3499 | 7.4857 | 524 | 0.4575 | 0.5816 | 0.4575 | 0.6764 |
314
- | 0.3499 | 7.5143 | 526 | 0.4717 | 0.6321 | 0.4717 | 0.6868 |
315
- | 0.3499 | 7.5429 | 528 | 0.5267 | 0.5918 | 0.5267 | 0.7257 |
316
- | 0.3499 | 7.5714 | 530 | 0.5549 | 0.6342 | 0.5549 | 0.7449 |
317
- | 0.3499 | 7.6 | 532 | 0.5573 | 0.6342 | 0.5573 | 0.7466 |
318
- | 0.3499 | 7.6286 | 534 | 0.5601 | 0.6342 | 0.5601 | 0.7484 |
319
- | 0.3499 | 7.6571 | 536 | 0.5813 | 0.6283 | 0.5813 | 0.7624 |
320
- | 0.3499 | 7.6857 | 538 | 0.5635 | 0.6275 | 0.5635 | 0.7507 |
321
- | 0.3499 | 7.7143 | 540 | 0.5942 | 0.5958 | 0.5942 | 0.7709 |
322
- | 0.3499 | 7.7429 | 542 | 0.6458 | 0.6246 | 0.6458 | 0.8036 |
323
- | 0.3499 | 7.7714 | 544 | 0.6263 | 0.6128 | 0.6263 | 0.7914 |
324
- | 0.3499 | 7.8 | 546 | 0.5747 | 0.5966 | 0.5747 | 0.7581 |
325
- | 0.3499 | 7.8286 | 548 | 0.4836 | 0.5845 | 0.4836 | 0.6954 |
326
- | 0.3499 | 7.8571 | 550 | 0.4662 | 0.5738 | 0.4662 | 0.6828 |
327
- | 0.3499 | 7.8857 | 552 | 0.4761 | 0.5770 | 0.4761 | 0.6900 |
328
 
329
 
330
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k15_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_run3_AugV5_k15_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: 0.5646
19
+ - Qwk: 0.5418
20
+ - Mse: 0.5646
21
+ - Rmse: 0.7514
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0267 | 2 | 2.4925 | 0.0222 | 2.4925 | 1.5788 |
53
+ | No log | 0.0533 | 4 | 1.1230 | 0.2335 | 1.1230 | 1.0597 |
54
+ | No log | 0.08 | 6 | 0.8509 | 0.1372 | 0.8509 | 0.9225 |
55
+ | No log | 0.1067 | 8 | 0.8248 | 0.1815 | 0.8248 | 0.9082 |
56
+ | No log | 0.1333 | 10 | 1.0058 | 0.2282 | 1.0058 | 1.0029 |
57
+ | No log | 0.16 | 12 | 1.0425 | 0.2499 | 1.0425 | 1.0210 |
58
+ | No log | 0.1867 | 14 | 0.8766 | 0.3006 | 0.8766 | 0.9363 |
59
+ | No log | 0.2133 | 16 | 0.6619 | 0.2243 | 0.6619 | 0.8136 |
60
+ | No log | 0.24 | 18 | 0.6750 | 0.2019 | 0.6750 | 0.8216 |
61
+ | No log | 0.2667 | 20 | 0.7474 | 0.3060 | 0.7474 | 0.8645 |
62
+ | No log | 0.2933 | 22 | 0.7129 | 0.2051 | 0.7129 | 0.8443 |
63
+ | No log | 0.32 | 24 | 0.7372 | 0.0784 | 0.7372 | 0.8586 |
64
+ | No log | 0.3467 | 26 | 0.6809 | 0.3258 | 0.6809 | 0.8252 |
65
+ | No log | 0.3733 | 28 | 0.5893 | 0.4171 | 0.5893 | 0.7676 |
66
+ | No log | 0.4 | 30 | 0.5740 | 0.4493 | 0.5740 | 0.7577 |
67
+ | No log | 0.4267 | 32 | 0.6392 | 0.5081 | 0.6392 | 0.7995 |
68
+ | No log | 0.4533 | 34 | 0.5834 | 0.4661 | 0.5834 | 0.7638 |
69
+ | No log | 0.48 | 36 | 0.6116 | 0.4795 | 0.6116 | 0.7821 |
70
+ | No log | 0.5067 | 38 | 0.8681 | 0.4462 | 0.8681 | 0.9317 |
71
+ | No log | 0.5333 | 40 | 0.8940 | 0.3909 | 0.8940 | 0.9455 |
72
+ | No log | 0.56 | 42 | 0.7679 | 0.3981 | 0.7679 | 0.8763 |
73
+ | No log | 0.5867 | 44 | 0.5948 | 0.5308 | 0.5948 | 0.7712 |
74
+ | No log | 0.6133 | 46 | 0.5472 | 0.4536 | 0.5472 | 0.7398 |
75
+ | No log | 0.64 | 48 | 0.5576 | 0.4139 | 0.5576 | 0.7467 |
76
+ | No log | 0.6667 | 50 | 0.5568 | 0.5075 | 0.5568 | 0.7462 |
77
+ | No log | 0.6933 | 52 | 0.5391 | 0.5518 | 0.5391 | 0.7342 |
78
+ | No log | 0.72 | 54 | 0.5760 | 0.4808 | 0.5760 | 0.7589 |
79
+ | No log | 0.7467 | 56 | 0.5523 | 0.5397 | 0.5523 | 0.7431 |
80
+ | No log | 0.7733 | 58 | 0.6236 | 0.6118 | 0.6236 | 0.7897 |
81
+ | No log | 0.8 | 60 | 0.6306 | 0.5652 | 0.6306 | 0.7941 |
82
+ | No log | 0.8267 | 62 | 0.6921 | 0.5062 | 0.6921 | 0.8319 |
83
+ | No log | 0.8533 | 64 | 0.7350 | 0.4853 | 0.7350 | 0.8573 |
84
+ | No log | 0.88 | 66 | 0.6936 | 0.5321 | 0.6936 | 0.8328 |
85
+ | No log | 0.9067 | 68 | 0.6267 | 0.5257 | 0.6267 | 0.7917 |
86
+ | No log | 0.9333 | 70 | 0.5934 | 0.5288 | 0.5934 | 0.7704 |
87
+ | No log | 0.96 | 72 | 0.6346 | 0.4955 | 0.6346 | 0.7966 |
88
+ | No log | 0.9867 | 74 | 0.6162 | 0.4800 | 0.6162 | 0.7850 |
89
+ | No log | 1.0133 | 76 | 0.5919 | 0.56 | 0.5919 | 0.7694 |
90
+ | No log | 1.04 | 78 | 0.7384 | 0.4247 | 0.7384 | 0.8593 |
91
+ | No log | 1.0667 | 80 | 1.0479 | 0.3442 | 1.0479 | 1.0237 |
92
+ | No log | 1.0933 | 82 | 0.9285 | 0.4948 | 0.9285 | 0.9636 |
93
+ | No log | 1.12 | 84 | 0.6293 | 0.5293 | 0.6293 | 0.7933 |
94
+ | No log | 1.1467 | 86 | 0.6712 | 0.5209 | 0.6712 | 0.8192 |
95
+ | No log | 1.1733 | 88 | 0.7398 | 0.5152 | 0.7398 | 0.8601 |
96
+ | No log | 1.2 | 90 | 0.6804 | 0.5108 | 0.6804 | 0.8249 |
97
+ | No log | 1.2267 | 92 | 0.6458 | 0.4806 | 0.6458 | 0.8036 |
98
+ | No log | 1.2533 | 94 | 0.7654 | 0.4250 | 0.7654 | 0.8749 |
99
+ | No log | 1.28 | 96 | 0.8641 | 0.4118 | 0.8641 | 0.9296 |
100
+ | No log | 1.3067 | 98 | 0.8400 | 0.4277 | 0.8400 | 0.9165 |
101
+ | No log | 1.3333 | 100 | 0.8637 | 0.4573 | 0.8637 | 0.9294 |
102
+ | No log | 1.3600 | 102 | 0.7998 | 0.4539 | 0.7998 | 0.8943 |
103
+ | No log | 1.3867 | 104 | 0.8032 | 0.4493 | 0.8032 | 0.8962 |
104
+ | No log | 1.4133 | 106 | 0.7761 | 0.4493 | 0.7761 | 0.8810 |
105
+ | No log | 1.44 | 108 | 0.7144 | 0.4819 | 0.7144 | 0.8452 |
106
+ | No log | 1.4667 | 110 | 0.7175 | 0.5038 | 0.7175 | 0.8470 |
107
+ | No log | 1.4933 | 112 | 0.6975 | 0.4847 | 0.6975 | 0.8351 |
108
+ | No log | 1.52 | 114 | 0.7861 | 0.4619 | 0.7861 | 0.8866 |
109
+ | No log | 1.5467 | 116 | 0.7757 | 0.5431 | 0.7757 | 0.8808 |
110
+ | No log | 1.5733 | 118 | 0.7487 | 0.4997 | 0.7487 | 0.8653 |
111
+ | No log | 1.6 | 120 | 0.8485 | 0.5309 | 0.8485 | 0.9211 |
112
+ | No log | 1.6267 | 122 | 0.7618 | 0.4735 | 0.7618 | 0.8728 |
113
+ | No log | 1.6533 | 124 | 0.6697 | 0.4386 | 0.6697 | 0.8183 |
114
+ | No log | 1.6800 | 126 | 0.6568 | 0.5508 | 0.6568 | 0.8104 |
115
+ | No log | 1.7067 | 128 | 0.6956 | 0.4930 | 0.6956 | 0.8340 |
116
+ | No log | 1.7333 | 130 | 0.6408 | 0.5508 | 0.6408 | 0.8005 |
117
+ | No log | 1.76 | 132 | 0.5603 | 0.4941 | 0.5603 | 0.7485 |
118
+ | No log | 1.7867 | 134 | 0.5972 | 0.5479 | 0.5972 | 0.7728 |
119
+ | No log | 1.8133 | 136 | 0.5663 | 0.5190 | 0.5663 | 0.7525 |
120
+ | No log | 1.8400 | 138 | 0.5723 | 0.5639 | 0.5723 | 0.7565 |
121
+ | No log | 1.8667 | 140 | 0.7406 | 0.5517 | 0.7406 | 0.8606 |
122
+ | No log | 1.8933 | 142 | 0.7525 | 0.4592 | 0.7525 | 0.8675 |
123
+ | No log | 1.92 | 144 | 0.6493 | 0.5567 | 0.6493 | 0.8058 |
124
+ | No log | 1.9467 | 146 | 0.6634 | 0.6076 | 0.6634 | 0.8145 |
125
+ | No log | 1.9733 | 148 | 0.6974 | 0.5260 | 0.6974 | 0.8351 |
126
+ | No log | 2.0 | 150 | 0.6333 | 0.4759 | 0.6333 | 0.7958 |
127
+ | No log | 2.0267 | 152 | 0.6676 | 0.5787 | 0.6676 | 0.8171 |
128
+ | No log | 2.0533 | 154 | 0.7065 | 0.5402 | 0.7065 | 0.8406 |
129
+ | No log | 2.08 | 156 | 0.6062 | 0.5201 | 0.6062 | 0.7786 |
130
+ | No log | 2.1067 | 158 | 0.5455 | 0.6052 | 0.5455 | 0.7386 |
131
+ | No log | 2.1333 | 160 | 0.5549 | 0.5071 | 0.5549 | 0.7449 |
132
+ | No log | 2.16 | 162 | 0.5899 | 0.5457 | 0.5899 | 0.7681 |
133
+ | No log | 2.1867 | 164 | 0.6885 | 0.5789 | 0.6885 | 0.8297 |
134
+ | No log | 2.2133 | 166 | 0.7642 | 0.4925 | 0.7642 | 0.8742 |
135
+ | No log | 2.24 | 168 | 0.6945 | 0.5529 | 0.6945 | 0.8334 |
136
+ | No log | 2.2667 | 170 | 0.6242 | 0.5552 | 0.6242 | 0.7901 |
137
+ | No log | 2.2933 | 172 | 0.6144 | 0.5225 | 0.6144 | 0.7839 |
138
+ | No log | 2.32 | 174 | 0.6039 | 0.4550 | 0.6039 | 0.7771 |
139
+ | No log | 2.3467 | 176 | 0.6079 | 0.5148 | 0.6079 | 0.7797 |
140
+ | No log | 2.3733 | 178 | 0.7349 | 0.5118 | 0.7349 | 0.8573 |
141
+ | No log | 2.4 | 180 | 0.7917 | 0.4794 | 0.7917 | 0.8898 |
142
+ | No log | 2.4267 | 182 | 0.7804 | 0.4858 | 0.7804 | 0.8834 |
143
+ | No log | 2.4533 | 184 | 0.6626 | 0.5008 | 0.6626 | 0.8140 |
144
+ | No log | 2.48 | 186 | 0.6164 | 0.5811 | 0.6164 | 0.7851 |
145
+ | No log | 2.5067 | 188 | 0.6617 | 0.5698 | 0.6617 | 0.8134 |
146
+ | No log | 2.5333 | 190 | 0.6411 | 0.6055 | 0.6411 | 0.8007 |
147
+ | No log | 2.56 | 192 | 0.6556 | 0.6137 | 0.6556 | 0.8097 |
148
+ | No log | 2.5867 | 194 | 0.6709 | 0.5520 | 0.6709 | 0.8191 |
149
+ | No log | 2.6133 | 196 | 0.6059 | 0.4568 | 0.6059 | 0.7784 |
150
+ | No log | 2.64 | 198 | 0.5892 | 0.5113 | 0.5892 | 0.7676 |
151
+ | No log | 2.6667 | 200 | 0.6683 | 0.5103 | 0.6683 | 0.8175 |
152
+ | No log | 2.6933 | 202 | 0.6350 | 0.5692 | 0.6350 | 0.7969 |
153
+ | No log | 2.7200 | 204 | 0.6188 | 0.5471 | 0.6188 | 0.7866 |
154
+ | No log | 2.7467 | 206 | 0.5842 | 0.5692 | 0.5842 | 0.7643 |
155
+ | No log | 2.7733 | 208 | 0.5206 | 0.5738 | 0.5206 | 0.7215 |
156
+ | No log | 2.8 | 210 | 0.5107 | 0.5902 | 0.5107 | 0.7146 |
157
+ | No log | 2.8267 | 212 | 0.5159 | 0.6359 | 0.5159 | 0.7183 |
158
+ | No log | 2.8533 | 214 | 0.5502 | 0.5219 | 0.5502 | 0.7418 |
159
+ | No log | 2.88 | 216 | 0.6123 | 0.5026 | 0.6123 | 0.7825 |
160
+ | No log | 2.9067 | 218 | 0.5814 | 0.5342 | 0.5814 | 0.7625 |
161
+ | No log | 2.9333 | 220 | 0.5932 | 0.5998 | 0.5932 | 0.7702 |
162
+ | No log | 2.96 | 222 | 0.5980 | 0.6107 | 0.5980 | 0.7733 |
163
+ | No log | 2.9867 | 224 | 0.5978 | 0.5847 | 0.5978 | 0.7732 |
164
+ | No log | 3.0133 | 226 | 0.6024 | 0.5900 | 0.6024 | 0.7761 |
165
+ | No log | 3.04 | 228 | 0.6819 | 0.5323 | 0.6819 | 0.8258 |
166
+ | No log | 3.0667 | 230 | 0.8041 | 0.4965 | 0.8041 | 0.8967 |
167
+ | No log | 3.0933 | 232 | 0.7635 | 0.4717 | 0.7635 | 0.8738 |
168
+ | No log | 3.12 | 234 | 0.6171 | 0.5085 | 0.6171 | 0.7856 |
169
+ | No log | 3.1467 | 236 | 0.5317 | 0.5771 | 0.5317 | 0.7292 |
170
+ | No log | 3.1733 | 238 | 0.6117 | 0.4673 | 0.6117 | 0.7821 |
171
+ | No log | 3.2 | 240 | 0.6778 | 0.5077 | 0.6778 | 0.8233 |
172
+ | No log | 3.2267 | 242 | 0.6256 | 0.5368 | 0.6256 | 0.7909 |
173
+ | No log | 3.2533 | 244 | 0.5850 | 0.6322 | 0.5850 | 0.7648 |
174
+ | No log | 3.2800 | 246 | 0.5458 | 0.6210 | 0.5458 | 0.7387 |
175
+ | No log | 3.3067 | 248 | 0.5224 | 0.5872 | 0.5224 | 0.7228 |
176
+ | No log | 3.3333 | 250 | 0.5279 | 0.5859 | 0.5279 | 0.7266 |
177
+ | No log | 3.36 | 252 | 0.5397 | 0.5859 | 0.5397 | 0.7347 |
178
+ | No log | 3.3867 | 254 | 0.5575 | 0.6075 | 0.5575 | 0.7467 |
179
+ | No log | 3.4133 | 256 | 0.6157 | 0.6279 | 0.6157 | 0.7847 |
180
+ | No log | 3.44 | 258 | 0.7158 | 0.6028 | 0.7158 | 0.8461 |
181
+ | No log | 3.4667 | 260 | 0.7189 | 0.5704 | 0.7189 | 0.8479 |
182
+ | No log | 3.4933 | 262 | 0.7359 | 0.5827 | 0.7359 | 0.8578 |
183
+ | No log | 3.52 | 264 | 0.6809 | 0.5278 | 0.6809 | 0.8252 |
184
+ | No log | 3.5467 | 266 | 0.7296 | 0.5632 | 0.7296 | 0.8542 |
185
+ | No log | 3.5733 | 268 | 0.8372 | 0.4821 | 0.8372 | 0.9150 |
186
+ | No log | 3.6 | 270 | 0.8485 | 0.4106 | 0.8485 | 0.9211 |
187
+ | No log | 3.6267 | 272 | 0.7450 | 0.4419 | 0.7450 | 0.8631 |
188
+ | No log | 3.6533 | 274 | 0.6330 | 0.4836 | 0.6330 | 0.7956 |
189
+ | No log | 3.68 | 276 | 0.6142 | 0.5059 | 0.6142 | 0.7837 |
190
+ | No log | 3.7067 | 278 | 0.6478 | 0.5059 | 0.6478 | 0.8049 |
191
+ | No log | 3.7333 | 280 | 0.7433 | 0.5520 | 0.7433 | 0.8621 |
192
+ | No log | 3.76 | 282 | 0.8736 | 0.4831 | 0.8736 | 0.9347 |
193
+ | No log | 3.7867 | 284 | 0.8497 | 0.4831 | 0.8497 | 0.9218 |
194
+ | No log | 3.8133 | 286 | 0.7172 | 0.5533 | 0.7172 | 0.8469 |
195
+ | No log | 3.84 | 288 | 0.6028 | 0.5211 | 0.6028 | 0.7764 |
196
+ | No log | 3.8667 | 290 | 0.5637 | 0.5786 | 0.5637 | 0.7508 |
197
+ | No log | 3.8933 | 292 | 0.5382 | 0.5813 | 0.5382 | 0.7336 |
198
+ | No log | 3.92 | 294 | 0.5312 | 0.5222 | 0.5312 | 0.7288 |
199
+ | No log | 3.9467 | 296 | 0.5499 | 0.5308 | 0.5499 | 0.7415 |
200
+ | No log | 3.9733 | 298 | 0.5682 | 0.5845 | 0.5682 | 0.7538 |
201
+ | No log | 4.0 | 300 | 0.5857 | 0.5827 | 0.5857 | 0.7653 |
202
+ | No log | 4.0267 | 302 | 0.6489 | 0.6188 | 0.6489 | 0.8055 |
203
+ | No log | 4.0533 | 304 | 0.7402 | 0.5385 | 0.7402 | 0.8603 |
204
+ | No log | 4.08 | 306 | 0.7590 | 0.5281 | 0.7590 | 0.8712 |
205
+ | No log | 4.1067 | 308 | 0.6734 | 0.5692 | 0.6734 | 0.8206 |
206
+ | No log | 4.1333 | 310 | 0.6166 | 0.5653 | 0.6166 | 0.7852 |
207
+ | No log | 4.16 | 312 | 0.6122 | 0.5653 | 0.6122 | 0.7824 |
208
+ | No log | 4.1867 | 314 | 0.6277 | 0.4759 | 0.6277 | 0.7923 |
209
+ | No log | 4.2133 | 316 | 0.6333 | 0.4759 | 0.6333 | 0.7958 |
210
+ | No log | 4.24 | 318 | 0.6535 | 0.4920 | 0.6535 | 0.8084 |
211
+ | No log | 4.2667 | 320 | 0.6437 | 0.6092 | 0.6437 | 0.8023 |
212
+ | No log | 4.2933 | 322 | 0.6715 | 0.5626 | 0.6715 | 0.8194 |
213
+ | No log | 4.32 | 324 | 0.6450 | 0.5038 | 0.6450 | 0.8031 |
214
+ | No log | 4.3467 | 326 | 0.6423 | 0.4531 | 0.6423 | 0.8015 |
215
+ | No log | 4.3733 | 328 | 0.6797 | 0.4008 | 0.6797 | 0.8244 |
216
+ | No log | 4.4 | 330 | 0.6558 | 0.4230 | 0.6558 | 0.8098 |
217
+ | No log | 4.4267 | 332 | 0.6726 | 0.3777 | 0.6726 | 0.8201 |
218
+ | No log | 4.4533 | 334 | 0.6360 | 0.4051 | 0.6360 | 0.7975 |
219
+ | No log | 4.48 | 336 | 0.6419 | 0.5396 | 0.6419 | 0.8012 |
220
+ | No log | 4.5067 | 338 | 0.6353 | 0.5942 | 0.6353 | 0.7971 |
221
+ | No log | 4.5333 | 340 | 0.6108 | 0.5954 | 0.6108 | 0.7816 |
222
+ | No log | 4.5600 | 342 | 0.5793 | 0.5886 | 0.5793 | 0.7611 |
223
+ | No log | 4.5867 | 344 | 0.5490 | 0.5845 | 0.5490 | 0.7410 |
224
+ | No log | 4.6133 | 346 | 0.5439 | 0.5632 | 0.5439 | 0.7375 |
225
+ | No log | 4.64 | 348 | 0.5602 | 0.5254 | 0.5602 | 0.7484 |
226
+ | No log | 4.6667 | 350 | 0.6194 | 0.4562 | 0.6194 | 0.7870 |
227
+ | No log | 4.6933 | 352 | 0.6326 | 0.4646 | 0.6326 | 0.7954 |
228
+ | No log | 4.72 | 354 | 0.6060 | 0.4602 | 0.6060 | 0.7785 |
229
+ | No log | 4.7467 | 356 | 0.6540 | 0.4726 | 0.6540 | 0.8087 |
230
+ | No log | 4.7733 | 358 | 0.7311 | 0.4705 | 0.7311 | 0.8551 |
231
+ | No log | 4.8 | 360 | 0.6694 | 0.5263 | 0.6694 | 0.8182 |
232
+ | No log | 4.8267 | 362 | 0.5807 | 0.5897 | 0.5807 | 0.7620 |
233
+ | No log | 4.8533 | 364 | 0.5969 | 0.5142 | 0.5969 | 0.7726 |
234
+ | No log | 4.88 | 366 | 0.6539 | 0.5030 | 0.6539 | 0.8086 |
235
+ | No log | 4.9067 | 368 | 0.6524 | 0.5502 | 0.6524 | 0.8077 |
236
+ | No log | 4.9333 | 370 | 0.6570 | 0.6145 | 0.6570 | 0.8106 |
237
+ | No log | 4.96 | 372 | 0.6958 | 0.6035 | 0.6958 | 0.8341 |
238
+ | No log | 4.9867 | 374 | 0.6388 | 0.6034 | 0.6388 | 0.7993 |
239
+ | No log | 5.0133 | 376 | 0.5513 | 0.5970 | 0.5513 | 0.7425 |
240
+ | No log | 5.04 | 378 | 0.5149 | 0.5899 | 0.5149 | 0.7176 |
241
+ | No log | 5.0667 | 380 | 0.4973 | 0.5738 | 0.4973 | 0.7052 |
242
+ | No log | 5.0933 | 382 | 0.4869 | 0.5272 | 0.4869 | 0.6978 |
243
+ | No log | 5.12 | 384 | 0.5129 | 0.5468 | 0.5129 | 0.7161 |
244
+ | No log | 5.1467 | 386 | 0.5681 | 0.5653 | 0.5681 | 0.7537 |
245
+ | No log | 5.1733 | 388 | 0.6333 | 0.5939 | 0.6333 | 0.7958 |
246
+ | No log | 5.2 | 390 | 0.6457 | 0.5748 | 0.6457 | 0.8036 |
247
+ | No log | 5.2267 | 392 | 0.6606 | 0.5595 | 0.6606 | 0.8128 |
248
+ | No log | 5.2533 | 394 | 0.6496 | 0.5814 | 0.6496 | 0.8060 |
249
+ | No log | 5.28 | 396 | 0.6218 | 0.5335 | 0.6218 | 0.7886 |
250
+ | No log | 5.3067 | 398 | 0.6216 | 0.5930 | 0.6216 | 0.7884 |
251
+ | No log | 5.3333 | 400 | 0.6057 | 0.5884 | 0.6057 | 0.7783 |
252
+ | No log | 5.36 | 402 | 0.5850 | 0.5884 | 0.5850 | 0.7648 |
253
+ | No log | 5.3867 | 404 | 0.5812 | 0.6238 | 0.5812 | 0.7623 |
254
+ | No log | 5.4133 | 406 | 0.5455 | 0.5947 | 0.5455 | 0.7386 |
255
+ | No log | 5.44 | 408 | 0.5374 | 0.5568 | 0.5374 | 0.7331 |
256
+ | No log | 5.4667 | 410 | 0.5588 | 0.5275 | 0.5588 | 0.7475 |
257
+ | No log | 5.4933 | 412 | 0.5880 | 0.5275 | 0.5880 | 0.7668 |
258
+ | No log | 5.52 | 414 | 0.6308 | 0.5658 | 0.6308 | 0.7942 |
259
+ | No log | 5.5467 | 416 | 0.6186 | 0.5918 | 0.6186 | 0.7865 |
260
+ | No log | 5.5733 | 418 | 0.6540 | 0.5722 | 0.6540 | 0.8087 |
261
+ | No log | 5.6 | 420 | 0.6251 | 0.5431 | 0.6251 | 0.7906 |
262
+ | No log | 5.6267 | 422 | 0.5750 | 0.5512 | 0.5750 | 0.7583 |
263
+ | No log | 5.6533 | 424 | 0.5568 | 0.5291 | 0.5568 | 0.7462 |
264
+ | No log | 5.68 | 426 | 0.5842 | 0.5326 | 0.5842 | 0.7643 |
265
+ | No log | 5.7067 | 428 | 0.6361 | 0.4862 | 0.6361 | 0.7976 |
266
+ | No log | 5.7333 | 430 | 0.6407 | 0.5227 | 0.6407 | 0.8004 |
267
+ | No log | 5.76 | 432 | 0.5826 | 0.5410 | 0.5826 | 0.7633 |
268
+ | No log | 5.7867 | 434 | 0.6003 | 0.5814 | 0.6003 | 0.7748 |
269
+ | No log | 5.8133 | 436 | 0.5958 | 0.5811 | 0.5958 | 0.7719 |
270
+ | No log | 5.84 | 438 | 0.6167 | 0.6221 | 0.6167 | 0.7853 |
271
+ | No log | 5.8667 | 440 | 0.5881 | 0.6279 | 0.5881 | 0.7669 |
272
+ | No log | 5.8933 | 442 | 0.5454 | 0.5786 | 0.5454 | 0.7385 |
273
+ | No log | 5.92 | 444 | 0.5283 | 0.5687 | 0.5283 | 0.7268 |
274
+ | No log | 5.9467 | 446 | 0.5898 | 0.5774 | 0.5898 | 0.7680 |
275
+ | No log | 5.9733 | 448 | 0.6241 | 0.5893 | 0.6241 | 0.7900 |
276
+ | No log | 6.0 | 450 | 0.6203 | 0.6073 | 0.6203 | 0.7876 |
277
+ | No log | 6.0267 | 452 | 0.6430 | 0.6377 | 0.6430 | 0.8019 |
278
+ | No log | 6.0533 | 454 | 0.6484 | 0.6167 | 0.6484 | 0.8052 |
279
+ | No log | 6.08 | 456 | 0.6636 | 0.5453 | 0.6636 | 0.8146 |
280
+ | No log | 6.1067 | 458 | 0.7031 | 0.6058 | 0.7031 | 0.8385 |
281
+ | No log | 6.1333 | 460 | 0.6541 | 0.5723 | 0.6541 | 0.8087 |
282
+ | No log | 6.16 | 462 | 0.6062 | 0.5622 | 0.6062 | 0.7786 |
283
+ | No log | 6.1867 | 464 | 0.6321 | 0.6361 | 0.6321 | 0.7951 |
284
+ | No log | 6.2133 | 466 | 0.6461 | 0.5789 | 0.6461 | 0.8038 |
285
+ | No log | 6.24 | 468 | 0.6045 | 0.5624 | 0.6045 | 0.7775 |
286
+ | No log | 6.2667 | 470 | 0.5451 | 0.5426 | 0.5451 | 0.7383 |
287
+ | No log | 6.2933 | 472 | 0.5309 | 0.5034 | 0.5309 | 0.7286 |
288
+ | No log | 6.32 | 474 | 0.5405 | 0.4979 | 0.5405 | 0.7352 |
289
+ | No log | 6.3467 | 476 | 0.5731 | 0.5045 | 0.5731 | 0.7570 |
290
+ | No log | 6.3733 | 478 | 0.5828 | 0.5744 | 0.5828 | 0.7634 |
291
+ | No log | 6.4 | 480 | 0.6116 | 0.5403 | 0.6116 | 0.7820 |
292
+ | No log | 6.4267 | 482 | 0.6252 | 0.5445 | 0.6252 | 0.7907 |
293
+ | No log | 6.4533 | 484 | 0.5998 | 0.5679 | 0.5998 | 0.7745 |
294
+ | No log | 6.48 | 486 | 0.5767 | 0.4986 | 0.5767 | 0.7594 |
295
+ | No log | 6.5067 | 488 | 0.5543 | 0.4986 | 0.5543 | 0.7445 |
296
+ | No log | 6.5333 | 490 | 0.5390 | 0.4514 | 0.5390 | 0.7342 |
297
+ | No log | 6.5600 | 492 | 0.5401 | 0.4724 | 0.5401 | 0.7349 |
298
+ | No log | 6.5867 | 494 | 0.5746 | 0.5512 | 0.5746 | 0.7580 |
299
+ | No log | 6.6133 | 496 | 0.6906 | 0.5548 | 0.6906 | 0.8310 |
300
+ | No log | 6.64 | 498 | 0.7605 | 0.4704 | 0.7605 | 0.8721 |
301
+ | 0.304 | 6.6667 | 500 | 0.7141 | 0.5747 | 0.7141 | 0.8451 |
302
+ | 0.304 | 6.6933 | 502 | 0.6164 | 0.5858 | 0.6164 | 0.7851 |
303
+ | 0.304 | 6.72 | 504 | 0.5609 | 0.5353 | 0.5609 | 0.7489 |
304
+ | 0.304 | 6.7467 | 506 | 0.5954 | 0.5098 | 0.5954 | 0.7716 |
305
+ | 0.304 | 6.7733 | 508 | 0.5939 | 0.5041 | 0.5939 | 0.7706 |
306
+ | 0.304 | 6.8 | 510 | 0.5558 | 0.5254 | 0.5558 | 0.7455 |
307
+ | 0.304 | 6.8267 | 512 | 0.5559 | 0.6330 | 0.5559 | 0.7456 |
308
+ | 0.304 | 6.8533 | 514 | 0.6770 | 0.5508 | 0.6770 | 0.8228 |
309
+ | 0.304 | 6.88 | 516 | 0.7195 | 0.5118 | 0.7195 | 0.8482 |
310
+ | 0.304 | 6.9067 | 518 | 0.6352 | 0.5310 | 0.6352 | 0.7970 |
311
+ | 0.304 | 6.9333 | 520 | 0.5311 | 0.5906 | 0.5311 | 0.7288 |
312
+ | 0.304 | 6.96 | 522 | 0.4882 | 0.5711 | 0.4882 | 0.6987 |
313
+ | 0.304 | 6.9867 | 524 | 0.5247 | 0.5421 | 0.5247 | 0.7244 |
314
+ | 0.304 | 7.0133 | 526 | 0.5199 | 0.5692 | 0.5199 | 0.7210 |
315
+ | 0.304 | 7.04 | 528 | 0.4988 | 0.5813 | 0.4988 | 0.7063 |
316
+ | 0.304 | 7.0667 | 530 | 0.5388 | 0.6109 | 0.5388 | 0.7341 |
317
+ | 0.304 | 7.0933 | 532 | 0.6592 | 0.5167 | 0.6592 | 0.8119 |
318
+ | 0.304 | 7.12 | 534 | 0.7583 | 0.5190 | 0.7583 | 0.8708 |
319
+ | 0.304 | 7.1467 | 536 | 0.7162 | 0.5190 | 0.7162 | 0.8463 |
320
+ | 0.304 | 7.1733 | 538 | 0.5941 | 0.6113 | 0.5941 | 0.7708 |
321
+ | 0.304 | 7.2 | 540 | 0.4976 | 0.4661 | 0.4976 | 0.7054 |
322
+ | 0.304 | 7.2267 | 542 | 0.4856 | 0.5472 | 0.4856 | 0.6969 |
323
+ | 0.304 | 7.2533 | 544 | 0.4869 | 0.5306 | 0.4869 | 0.6978 |
324
+ | 0.304 | 7.28 | 546 | 0.4970 | 0.5053 | 0.4970 | 0.7050 |
325
+ | 0.304 | 7.3067 | 548 | 0.5646 | 0.5418 | 0.5646 | 0.7514 |
 
 
326
 
327
 
328
  ### Framework versions