Hugging Face's logo

MayBashendy
/
Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask3_relevance

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Model card Files
xet
 Community
MayBashendy commited on
Commit
6829af7
·
verified ·
1 Parent(s): 302073c

End of training

Browse files
Files changed (1) hide show
  1. README.md +263 -263
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
- - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask2_holistic
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
- # Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask2_holistic
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: 18.9834
19
- - Qwk: 0.4119
20
- - Mse: 18.9834
21
- - Rmse: 4.3570
22
 
23
  ## Model description
24
 
@@ -47,263 +47,263 @@ 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 | 0.0213 | 2 | 294.5277 | 0.0029 | 294.5277 | 17.1618 |
53
- | No log | 0.0426 | 4 | 284.9683 | 0.0056 | 284.9683 | 16.8810 |
54
- | No log | 0.0638 | 6 | 260.0461 | 0.0058 | 260.0461 | 16.1259 |
55
- | No log | 0.0851 | 8 | 242.7112 | 0.0111 | 242.7112 | 15.5792 |
56
- | No log | 0.1064 | 10 | 229.5635 | 0.0033 | 229.5635 | 15.1514 |
57
- | No log | 0.1277 | 12 | 214.6519 | 0.0138 | 214.6519 | 14.6510 |
58
- | No log | 0.1489 | 14 | 206.4027 | 0.0090 | 206.4027 | 14.3667 |
59
- | No log | 0.1702 | 16 | 197.7631 | 0.0055 | 197.7631 | 14.0628 |
60
- | No log | 0.1915 | 18 | 184.1302 | 0.0103 | 184.1302 | 13.5695 |
61
- | No log | 0.2128 | 20 | 174.3235 | 0.0060 | 174.3235 | 13.2032 |
62
- | No log | 0.2340 | 22 | 168.2488 | 0.0074 | 168.2489 | 12.9711 |
63
- | No log | 0.2553 | 24 | 160.8617 | 0.0130 | 160.8617 | 12.6831 |
64
- | No log | 0.2766 | 26 | 153.0845 | 0.0062 | 153.0845 | 12.3727 |
65
- | No log | 0.2979 | 28 | 149.6301 | 0.0066 | 149.6301 | 12.2323 |
66
- | No log | 0.3191 | 30 | 143.6820 | 0.0143 | 143.6820 | 11.9867 |
67
- | No log | 0.3404 | 32 | 137.8423 | 0.0131 | 137.8423 | 11.7406 |
68
- | No log | 0.3617 | 34 | 136.3015 | 0.0109 | 136.3015 | 11.6748 |
69
- | No log | 0.3830 | 36 | 130.5191 | 0.0016 | 130.5191 | 11.4245 |
70
- | No log | 0.4043 | 38 | 126.5972 | 0.0 | 126.5972 | 11.2515 |
71
- | No log | 0.4255 | 40 | 124.4252 | 0.0 | 124.4252 | 11.1546 |
72
- | No log | 0.4468 | 42 | 120.9916 | 0.0139 | 120.9916 | 10.9996 |
73
- | No log | 0.4681 | 44 | 117.0854 | 0.0050 | 117.0854 | 10.8206 |
74
- | No log | 0.4894 | 46 | 115.4663 | 0.0028 | 115.4663 | 10.7455 |
75
- | No log | 0.5106 | 48 | 112.5278 | 0.0017 | 112.5278 | 10.6079 |
76
- | No log | 0.5319 | 50 | 109.1561 | 0.0 | 109.1561 | 10.4478 |
77
- | No log | 0.5532 | 52 | 106.9363 | 0.0 | 106.9363 | 10.3410 |
78
- | No log | 0.5745 | 54 | 108.0261 | 0.0 | 108.0261 | 10.3936 |
79
- | No log | 0.5957 | 56 | 103.8041 | 0.0072 | 103.8040 | 10.1884 |
80
- | No log | 0.6170 | 58 | 101.2067 | 0.0105 | 101.2067 | 10.0602 |
81
- | No log | 0.6383 | 60 | 99.1556 | 0.0042 | 99.1556 | 9.9577 |
82
- | No log | 0.6596 | 62 | 98.8656 | 0.0052 | 98.8656 | 9.9431 |
83
- | No log | 0.6809 | 64 | 94.7354 | 0.0 | 94.7354 | 9.7332 |
84
- | No log | 0.7021 | 66 | 92.9512 | 0.0 | 92.9512 | 9.6411 |
85
- | No log | 0.7234 | 68 | 92.9645 | 0.0 | 92.9645 | 9.6418 |
86
- | No log | 0.7447 | 70 | 90.9765 | 0.0 | 90.9765 | 9.5382 |
87
- | No log | 0.7660 | 72 | 88.4626 | 0.0 | 88.4626 | 9.4055 |
88
- | No log | 0.7872 | 74 | 86.8711 | 0.0024 | 86.8711 | 9.3205 |
89
- | No log | 0.8085 | 76 | 85.1691 | 0.0158 | 85.1691 | 9.2287 |
90
- | No log | 0.8298 | 78 | 83.7697 | 0.0036 | 83.7697 | 9.1526 |
91
- | No log | 0.8511 | 80 | 81.9815 | 0.0024 | 81.9815 | 9.0544 |
92
- | No log | 0.8723 | 82 | 80.6497 | 0.0 | 80.6497 | 8.9805 |
93
- | No log | 0.8936 | 84 | 79.3173 | 0.0 | 79.3173 | 8.9060 |
94
- | No log | 0.9149 | 86 | 78.7772 | 0.0 | 78.7772 | 8.8756 |
95
- | No log | 0.9362 | 88 | 77.5746 | 0.0 | 77.5746 | 8.8076 |
96
- | No log | 0.9574 | 90 | 75.9999 | 0.0 | 75.9998 | 8.7178 |
97
- | No log | 0.9787 | 92 | 74.9963 | 0.0 | 74.9963 | 8.6600 |
98
- | No log | 1.0 | 94 | 73.9427 | 0.0 | 73.9427 | 8.5990 |
99
- | No log | 1.0213 | 96 | 73.1179 | 0.0 | 73.1179 | 8.5509 |
100
- | No log | 1.0426 | 98 | 72.0142 | 0.0258 | 72.0142 | 8.4861 |
101
- | No log | 1.0638 | 100 | 70.7826 | 0.0231 | 70.7826 | 8.4132 |
102
- | No log | 1.0851 | 102 | 69.6198 | 0.0083 | 69.6198 | 8.3438 |
103
- | No log | 1.1064 | 104 | 68.7014 | 0.0029 | 68.7014 | 8.2886 |
104
- | No log | 1.1277 | 106 | 67.7416 | 0.0029 | 67.7417 | 8.2305 |
105
- | No log | 1.1489 | 108 | 66.8934 | 0.0029 | 66.8934 | 8.1788 |
106
- | No log | 1.1702 | 110 | 65.8038 | 0.0012 | 65.8038 | 8.1120 |
107
- | No log | 1.1915 | 112 | 64.7535 | 0.0 | 64.7535 | 8.0470 |
108
- | No log | 1.2128 | 114 | 63.8778 | 0.0 | 63.8778 | 7.9924 |
109
- | No log | 1.2340 | 116 | 63.3081 | 0.0 | 63.3081 | 7.9566 |
110
- | No log | 1.2553 | 118 | 62.6961 | 0.0 | 62.6961 | 7.9181 |
111
- | No log | 1.2766 | 120 | 61.5638 | 0.0 | 61.5638 | 7.8463 |
112
- | No log | 1.2979 | 122 | 60.6439 | 0.0 | 60.6439 | 7.7874 |
113
- | No log | 1.3191 | 124 | 60.0245 | 0.0 | 60.0245 | 7.7475 |
114
- | No log | 1.3404 | 126 | 60.8350 | 0.0012 | 60.8350 | 7.7997 |
115
- | No log | 1.3617 | 128 | 58.6322 | 0.0286 | 58.6322 | 7.6572 |
116
- | No log | 1.3830 | 130 | 58.8933 | 0.0099 | 58.8933 | 7.6742 |
117
- | No log | 1.4043 | 132 | 57.4677 | 0.0100 | 57.4677 | 7.5807 |
118
- | No log | 1.4255 | 134 | 57.7882 | 0.0220 | 57.7882 | 7.6019 |
119
- | No log | 1.4468 | 136 | 56.3308 | 0.0035 | 56.3308 | 7.5054 |
120
- | No log | 1.4681 | 138 | 56.0139 | 0.0035 | 56.0139 | 7.4842 |
121
- | No log | 1.4894 | 140 | 55.4628 | 0.0055 | 55.4628 | 7.4473 |
122
- | No log | 1.5106 | 142 | 55.6454 | 0.0100 | 55.6454 | 7.4596 |
123
- | No log | 1.5319 | 144 | 54.4196 | 0.0035 | 54.4196 | 7.3770 |
124
- | No log | 1.5532 | 146 | 53.9059 | 0.0015 | 53.9059 | 7.3421 |
125
- | No log | 1.5745 | 148 | 53.3312 | 0.0015 | 53.3312 | 7.3028 |
126
- | No log | 1.5957 | 150 | 52.9115 | 0.0015 | 52.9115 | 7.2740 |
127
- | No log | 1.6170 | 152 | 52.4679 | 0.0035 | 52.4679 | 7.2435 |
128
- | No log | 1.6383 | 154 | 51.8636 | 0.0015 | 51.8636 | 7.2016 |
129
- | No log | 1.6596 | 156 | 51.3677 | 0.0015 | 51.3677 | 7.1671 |
130
- | No log | 1.6809 | 158 | 50.8752 | 0.0015 | 50.8752 | 7.1327 |
131
- | No log | 1.7021 | 160 | 51.3232 | 0.0035 | 51.3232 | 7.1640 |
132
- | No log | 1.7234 | 162 | 49.9291 | 0.0035 | 49.9291 | 7.0661 |
133
- | No log | 1.7447 | 164 | 49.3457 | 0.0076 | 49.3457 | 7.0246 |
134
- | No log | 1.7660 | 166 | 48.8590 | 0.0149 | 48.8590 | 6.9899 |
135
- | No log | 1.7872 | 168 | 48.3783 | 0.0668 | 48.3783 | 6.9554 |
136
- | No log | 1.8085 | 170 | 48.6127 | 0.0768 | 48.6127 | 6.9723 |
137
- | No log | 1.8298 | 172 | 47.8258 | 0.0924 | 47.8259 | 6.9156 |
138
- | No log | 1.8511 | 174 | 47.0185 | 0.0572 | 47.0185 | 6.8570 |
139
- | No log | 1.8723 | 176 | 46.6431 | 0.0527 | 46.6431 | 6.8296 |
140
- | No log | 1.8936 | 178 | 46.2970 | 0.0613 | 46.2970 | 6.8042 |
141
- | No log | 1.9149 | 180 | 45.8756 | 0.0527 | 45.8756 | 6.7732 |
142
- | No log | 1.9362 | 182 | 45.4417 | 0.0400 | 45.4417 | 6.7410 |
143
- | No log | 1.9574 | 184 | 45.0464 | 0.0395 | 45.0464 | 6.7117 |
144
- | No log | 1.9787 | 186 | 44.6168 | 0.0574 | 44.6168 | 6.6796 |
145
- | No log | 2.0 | 188 | 44.3570 | 0.0808 | 44.3570 | 6.6601 |
146
- | No log | 2.0213 | 190 | 43.8455 | 0.0813 | 43.8455 | 6.6216 |
147
- | No log | 2.0426 | 192 | 43.3171 | 0.0834 | 43.3171 | 6.5816 |
148
- | No log | 2.0638 | 194 | 42.9629 | 0.1016 | 42.9629 | 6.5546 |
149
- | No log | 2.0851 | 196 | 43.2146 | 0.1344 | 43.2146 | 6.5738 |
150
- | No log | 2.1064 | 198 | 42.2811 | 0.1096 | 42.2811 | 6.5024 |
151
- | No log | 2.1277 | 200 | 42.1195 | 0.0595 | 42.1195 | 6.4900 |
152
- | No log | 2.1489 | 202 | 41.4397 | 0.0680 | 41.4397 | 6.4374 |
153
- | No log | 2.1702 | 204 | 41.0589 | 0.1065 | 41.0589 | 6.4077 |
154
- | No log | 2.1915 | 206 | 41.4072 | 0.1391 | 41.4072 | 6.4348 |
155
- | No log | 2.2128 | 208 | 40.6475 | 0.1374 | 40.6475 | 6.3755 |
156
- | No log | 2.2340 | 210 | 39.8219 | 0.1002 | 39.8219 | 6.3105 |
157
- | No log | 2.2553 | 212 | 39.5644 | 0.1023 | 39.5644 | 6.2900 |
158
- | No log | 2.2766 | 214 | 40.4805 | 0.1735 | 40.4805 | 6.3624 |
159
- | No log | 2.2979 | 216 | 42.7949 | 0.2188 | 42.7949 | 6.5418 |
160
- | No log | 2.3191 | 218 | 38.6581 | 0.2159 | 38.6580 | 6.2176 |
161
- | No log | 2.3404 | 220 | 38.5652 | 0.1486 | 38.5652 | 6.2101 |
162
- | No log | 2.3617 | 222 | 37.9833 | 0.1673 | 37.9833 | 6.1631 |
163
- | No log | 2.3830 | 224 | 37.9797 | 0.2012 | 37.9797 | 6.1628 |
164
- | No log | 2.4043 | 226 | 37.3697 | 0.1958 | 37.3697 | 6.1131 |
165
- | No log | 2.4255 | 228 | 38.0823 | 0.2666 | 38.0823 | 6.1711 |
166
- | No log | 2.4468 | 230 | 36.9631 | 0.2254 | 36.9631 | 6.0797 |
167
- | No log | 2.4681 | 232 | 36.5655 | 0.1906 | 36.5655 | 6.0469 |
168
- | No log | 2.4894 | 234 | 36.2042 | 0.1837 | 36.2042 | 6.0170 |
169
- | No log | 2.5106 | 236 | 36.1034 | 0.1401 | 36.1034 | 6.0086 |
170
- | No log | 2.5319 | 238 | 36.2009 | 0.1272 | 36.2009 | 6.0167 |
171
- | No log | 2.5532 | 240 | 36.0189 | 0.1331 | 36.0188 | 6.0016 |
172
- | No log | 2.5745 | 242 | 35.3544 | 0.1411 | 35.3544 | 5.9460 |
173
- | No log | 2.5957 | 244 | 35.0735 | 0.1480 | 35.0735 | 5.9223 |
174
- | No log | 2.6170 | 246 | 34.8942 | 0.1513 | 34.8942 | 5.9071 |
175
- | No log | 2.6383 | 248 | 34.6016 | 0.1954 | 34.6016 | 5.8823 |
176
- | No log | 2.6596 | 250 | 37.4554 | 0.2802 | 37.4554 | 6.1201 |
177
- | No log | 2.6809 | 252 | 35.1479 | 0.2570 | 35.1479 | 5.9286 |
178
- | No log | 2.7021 | 254 | 33.9229 | 0.1834 | 33.9229 | 5.8243 |
179
- | No log | 2.7234 | 256 | 33.6736 | 0.1813 | 33.6736 | 5.8029 |
180
- | No log | 2.7447 | 258 | 34.1109 | 0.2513 | 34.1109 | 5.8405 |
181
- | No log | 2.7660 | 260 | 34.5953 | 0.2674 | 34.5953 | 5.8818 |
182
- | No log | 2.7872 | 262 | 32.8755 | 0.2044 | 32.8755 | 5.7337 |
183
- | No log | 2.8085 | 264 | 32.7087 | 0.1414 | 32.7087 | 5.7192 |
184
- | No log | 2.8298 | 266 | 32.8560 | 0.1026 | 32.8560 | 5.7320 |
185
- | No log | 2.8511 | 268 | 32.3639 | 0.1119 | 32.3639 | 5.6889 |
186
- | No log | 2.8723 | 270 | 32.2203 | 0.1536 | 32.2203 | 5.6763 |
187
- | No log | 2.8936 | 272 | 33.8949 | 0.2378 | 33.8949 | 5.8219 |
188
- | No log | 2.9149 | 274 | 32.9565 | 0.2456 | 32.9565 | 5.7408 |
189
- | No log | 2.9362 | 276 | 31.5825 | 0.3081 | 31.5825 | 5.6198 |
190
- | No log | 2.9574 | 278 | 31.6418 | 0.1671 | 31.6418 | 5.6251 |
191
- | No log | 2.9787 | 280 | 31.5354 | 0.1742 | 31.5354 | 5.6156 |
192
- | No log | 3.0 | 282 | 31.0342 | 0.1934 | 31.0342 | 5.5708 |
193
- | No log | 3.0213 | 284 | 30.4988 | 0.2437 | 30.4987 | 5.5226 |
194
- | No log | 3.0426 | 286 | 31.7874 | 0.2935 | 31.7874 | 5.6380 |
195
- | No log | 3.0638 | 288 | 32.6490 | 0.3282 | 32.6490 | 5.7139 |
196
- | No log | 3.0851 | 290 | 30.6115 | 0.3362 | 30.6115 | 5.5328 |
197
- | No log | 3.1064 | 292 | 29.7019 | 0.2582 | 29.7019 | 5.4499 |
198
- | No log | 3.1277 | 294 | 29.8808 | 0.2436 | 29.8808 | 5.4663 |
199
- | No log | 3.1489 | 296 | 29.4492 | 0.2525 | 29.4492 | 5.4267 |
200
- | No log | 3.1702 | 298 | 29.2190 | 0.3157 | 29.2190 | 5.4055 |
201
- | No log | 3.1915 | 300 | 30.3895 | 0.3645 | 30.3895 | 5.5127 |
202
- | No log | 3.2128 | 302 | 30.0146 | 0.3571 | 30.0146 | 5.4786 |
203
- | No log | 3.2340 | 304 | 28.5155 | 0.3081 | 28.5155 | 5.3400 |
204
- | No log | 3.2553 | 306 | 28.2131 | 0.2127 | 28.2131 | 5.3116 |
205
- | No log | 3.2766 | 308 | 28.7516 | 0.1492 | 28.7516 | 5.3620 |
206
- | No log | 3.2979 | 310 | 29.0466 | 0.1125 | 29.0466 | 5.3895 |
207
- | No log | 3.3191 | 312 | 28.3327 | 0.1507 | 28.3327 | 5.3228 |
208
- | No log | 3.3404 | 314 | 27.7644 | 0.1976 | 27.7644 | 5.2692 |
209
- | No log | 3.3617 | 316 | 27.6457 | 0.2665 | 27.6457 | 5.2579 |
210
- | No log | 3.3830 | 318 | 28.2751 | 0.3412 | 28.2751 | 5.3174 |
211
- | No log | 3.4043 | 320 | 28.2678 | 0.3619 | 28.2678 | 5.3167 |
212
- | No log | 3.4255 | 322 | 27.2171 | 0.3175 | 27.2172 | 5.2170 |
213
- | No log | 3.4468 | 324 | 27.3344 | 0.2603 | 27.3344 | 5.2282 |
214
- | No log | 3.4681 | 326 | 29.1512 | 0.1453 | 29.1512 | 5.3992 |
215
- | No log | 3.4894 | 328 | 29.5930 | 0.0620 | 29.5930 | 5.4399 |
216
- | No log | 3.5106 | 330 | 29.0445 | 0.0542 | 29.0445 | 5.3893 |
217
- | No log | 3.5319 | 332 | 28.8975 | 0.0458 | 28.8974 | 5.3756 |
218
- | No log | 3.5532 | 334 | 28.6963 | 0.0440 | 28.6963 | 5.3569 |
219
- | No log | 3.5745 | 336 | 28.4244 | 0.0539 | 28.4244 | 5.3315 |
220
- | No log | 3.5957 | 338 | 27.9755 | 0.0738 | 27.9755 | 5.2892 |
221
- | No log | 3.6170 | 340 | 26.9903 | 0.1718 | 26.9903 | 5.1952 |
222
- | No log | 3.6383 | 342 | 26.3773 | 0.2326 | 26.3773 | 5.1359 |
223
- | No log | 3.6596 | 344 | 25.8766 | 0.2482 | 25.8766 | 5.0869 |
224
- | No log | 3.6809 | 346 | 25.6193 | 0.3501 | 25.6193 | 5.0616 |
225
- | No log | 3.7021 | 348 | 25.5397 | 0.4009 | 25.5397 | 5.0537 |
226
- | No log | 3.7234 | 350 | 25.9568 | 0.4214 | 25.9568 | 5.0948 |
227
- | No log | 3.7447 | 352 | 25.4714 | 0.4264 | 25.4714 | 5.0469 |
228
- | No log | 3.7660 | 354 | 24.9441 | 0.3728 | 24.9441 | 4.9944 |
229
- | No log | 3.7872 | 356 | 24.7507 | 0.3469 | 24.7507 | 4.9750 |
230
- | No log | 3.8085 | 358 | 24.3971 | 0.3731 | 24.3971 | 4.9393 |
231
- | No log | 3.8298 | 360 | 24.4582 | 0.4066 | 24.4582 | 4.9455 |
232
- | No log | 3.8511 | 362 | 24.1711 | 0.3636 | 24.1711 | 4.9164 |
233
- | No log | 3.8723 | 364 | 24.1774 | 0.3247 | 24.1774 | 4.9171 |
234
- | No log | 3.8936 | 366 | 24.0257 | 0.3328 | 24.0257 | 4.9016 |
235
- | No log | 3.9149 | 368 | 24.0892 | 0.2993 | 24.0892 | 4.9081 |
236
- | No log | 3.9362 | 370 | 23.9195 | 0.3287 | 23.9195 | 4.8908 |
237
- | No log | 3.9574 | 372 | 23.8058 | 0.3344 | 23.8058 | 4.8791 |
238
- | No log | 3.9787 | 374 | 23.7726 | 0.3185 | 23.7726 | 4.8757 |
239
- | No log | 4.0 | 376 | 23.8377 | 0.3008 | 23.8377 | 4.8824 |
240
- | No log | 4.0213 | 378 | 23.6650 | 0.3061 | 23.6650 | 4.8647 |
241
- | No log | 4.0426 | 380 | 23.3612 | 0.3315 | 23.3612 | 4.8333 |
242
- | No log | 4.0638 | 382 | 23.1933 | 0.3324 | 23.1933 | 4.8159 |
243
- | No log | 4.0851 | 384 | 23.1200 | 0.3182 | 23.1200 | 4.8083 |
244
- | No log | 4.1064 | 386 | 23.0846 | 0.3026 | 23.0846 | 4.8046 |
245
- | No log | 4.1277 | 388 | 22.9161 | 0.3073 | 22.9161 | 4.7871 |
246
- | No log | 4.1489 | 390 | 22.5559 | 0.3749 | 22.5559 | 4.7493 |
247
- | No log | 4.1702 | 392 | 22.7474 | 0.4058 | 22.7474 | 4.7694 |
248
- | No log | 4.1915 | 394 | 22.7174 | 0.4093 | 22.7174 | 4.7663 |
249
- | No log | 4.2128 | 396 | 22.0650 | 0.3668 | 22.0650 | 4.6973 |
250
- | No log | 4.2340 | 398 | 22.1757 | 0.4042 | 22.1757 | 4.7091 |
251
- | No log | 4.2553 | 400 | 22.3998 | 0.4237 | 22.3998 | 4.7328 |
252
- | No log | 4.2766 | 402 | 22.0057 | 0.4120 | 22.0057 | 4.6910 |
253
- | No log | 4.2979 | 404 | 21.8561 | 0.3852 | 21.8561 | 4.6751 |
254
- | No log | 4.3191 | 406 | 22.7619 | 0.2974 | 22.7619 | 4.7709 |
255
- | No log | 4.3404 | 408 | 23.4800 | 0.2380 | 23.4800 | 4.8456 |
256
- | No log | 4.3617 | 410 | 22.7955 | 0.2694 | 22.7955 | 4.7745 |
257
- | No log | 4.3830 | 412 | 22.2166 | 0.3100 | 22.2166 | 4.7135 |
258
- | No log | 4.4043 | 414 | 22.1363 | 0.4016 | 22.1363 | 4.7049 |
259
- | No log | 4.4255 | 416 | 23.3659 | 0.4322 | 23.3659 | 4.8338 |
260
- | No log | 4.4468 | 418 | 21.8376 | 0.4138 | 21.8376 | 4.6731 |
261
- | No log | 4.4681 | 420 | 21.1465 | 0.3830 | 21.1465 | 4.5985 |
262
- | No log | 4.4894 | 422 | 21.4481 | 0.3870 | 21.4481 | 4.6312 |
263
- | No log | 4.5106 | 424 | 21.0600 | 0.4076 | 21.0600 | 4.5891 |
264
- | No log | 4.5319 | 426 | 20.4948 | 0.4746 | 20.4948 | 4.5271 |
265
- | No log | 4.5532 | 428 | 20.4109 | 0.4783 | 20.4109 | 4.5178 |
266
- | No log | 4.5745 | 430 | 20.3865 | 0.4542 | 20.3865 | 4.5151 |
267
- | No log | 4.5957 | 432 | 20.4550 | 0.4392 | 20.4550 | 4.5227 |
268
- | No log | 4.6170 | 434 | 20.0917 | 0.4725 | 20.0917 | 4.4824 |
269
- | No log | 4.6383 | 436 | 20.4285 | 0.5308 | 20.4285 | 4.5198 |
270
- | No log | 4.6596 | 438 | 19.9617 | 0.5149 | 19.9617 | 4.4679 |
271
- | No log | 4.6809 | 440 | 19.6884 | 0.4989 | 19.6884 | 4.4372 |
272
- | No log | 4.7021 | 442 | 20.1002 | 0.4180 | 20.1002 | 4.4833 |
273
- | No log | 4.7234 | 444 | 19.8960 | 0.4336 | 19.8960 | 4.4605 |
274
- | No log | 4.7447 | 446 | 19.5800 | 0.4461 | 19.5800 | 4.4249 |
275
- | No log | 4.7660 | 448 | 19.9628 | 0.3993 | 19.9628 | 4.4680 |
276
- | No log | 4.7872 | 450 | 20.4320 | 0.3646 | 20.4320 | 4.5202 |
277
- | No log | 4.8085 | 452 | 20.1736 | 0.3824 | 20.1736 | 4.4915 |
278
- | No log | 4.8298 | 454 | 19.3128 | 0.4485 | 19.3128 | 4.3946 |
279
- | No log | 4.8511 | 456 | 18.9459 | 0.5013 | 18.9459 | 4.3527 |
280
- | No log | 4.8723 | 458 | 18.8516 | 0.4687 | 18.8516 | 4.3418 |
281
- | No log | 4.8936 | 460 | 18.7200 | 0.4728 | 18.7200 | 4.3267 |
282
- | No log | 4.9149 | 462 | 18.8251 | 0.5177 | 18.8251 | 4.3388 |
283
- | No log | 4.9362 | 464 | 20.5530 | 0.5462 | 20.5530 | 4.5335 |
284
- | No log | 4.9574 | 466 | 19.4966 | 0.5353 | 19.4966 | 4.4155 |
285
- | No log | 4.9787 | 468 | 18.3969 | 0.4768 | 18.3969 | 4.2892 |
286
- | No log | 5.0 | 470 | 19.3278 | 0.3947 | 19.3278 | 4.3963 |
287
- | No log | 5.0213 | 472 | 19.5029 | 0.3793 | 19.5029 | 4.4162 |
288
- | No log | 5.0426 | 474 | 18.6170 | 0.4594 | 18.6170 | 4.3147 |
289
- | No log | 5.0638 | 476 | 18.3887 | 0.5135 | 18.3887 | 4.2882 |
290
- | No log | 5.0851 | 478 | 19.3707 | 0.5482 | 19.3707 | 4.4012 |
291
- | No log | 5.1064 | 480 | 19.6703 | 0.5478 | 19.6703 | 4.4351 |
292
- | No log | 5.1277 | 482 | 20.4654 | 0.5424 | 20.4654 | 4.5239 |
293
- | No log | 5.1489 | 484 | 18.1189 | 0.5177 | 18.1189 | 4.2566 |
294
- | No log | 5.1702 | 486 | 18.3242 | 0.4142 | 18.3242 | 4.2807 |
295
- | No log | 5.1915 | 488 | 18.9063 | 0.3665 | 18.9063 | 4.3481 |
296
- | No log | 5.2128 | 490 | 18.5556 | 0.3754 | 18.5556 | 4.3076 |
297
- | No log | 5.2340 | 492 | 18.1038 | 0.4109 | 18.1038 | 4.2549 |
298
- | No log | 5.2553 | 494 | 17.9074 | 0.4368 | 17.9074 | 4.2317 |
299
- | No log | 5.2766 | 496 | 17.9988 | 0.4683 | 17.9988 | 4.2425 |
300
- | No log | 5.2979 | 498 | 18.1203 | 0.4648 | 18.1203 | 4.2568 |
301
- | 58.2538 | 5.3191 | 500 | 18.5092 | 0.4328 | 18.5092 | 4.3022 |
302
- | 58.2538 | 5.3404 | 502 | 19.4776 | 0.3763 | 19.4776 | 4.4133 |
303
- | 58.2538 | 5.3617 | 504 | 20.0370 | 0.3477 | 20.0370 | 4.4763 |
304
- | 58.2538 | 5.3830 | 506 | 19.6332 | 0.3780 | 19.6332 | 4.4309 |
305
- | 58.2538 | 5.4043 | 508 | 19.0801 | 0.4216 | 19.0801 | 4.3681 |
306
- | 58.2538 | 5.4255 | 510 | 18.9834 | 0.4119 | 18.9834 | 4.3570 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask3_relevance
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
+ # Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask3_relevance
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: 0.1877
19
+ - Qwk: 0.0614
20
+ - Mse: 0.1877
21
+ - Rmse: 0.4333
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0194 | 2 | 1.0526 | 0.0107 | 1.0526 | 1.0259 |
53
+ | No log | 0.0388 | 4 | 0.4192 | 0.0939 | 0.4192 | 0.6474 |
54
+ | No log | 0.0583 | 6 | 0.2912 | 0.0737 | 0.2912 | 0.5396 |
55
+ | No log | 0.0777 | 8 | 0.3502 | 0.0126 | 0.3502 | 0.5918 |
56
+ | No log | 0.0971 | 10 | 0.2277 | 0.0814 | 0.2277 | 0.4771 |
57
+ | No log | 0.1165 | 12 | 0.1736 | 0.1817 | 0.1736 | 0.4167 |
58
+ | No log | 0.1359 | 14 | 0.1703 | 0.0252 | 0.1703 | 0.4127 |
59
+ | No log | 0.1553 | 16 | 0.2313 | 0.0700 | 0.2313 | 0.4809 |
60
+ | No log | 0.1748 | 18 | 0.2433 | 0.1129 | 0.2433 | 0.4932 |
61
+ | No log | 0.1942 | 20 | 0.1817 | 0.1898 | 0.1817 | 0.4262 |
62
+ | No log | 0.2136 | 22 | 0.1854 | 0.1594 | 0.1854 | 0.4305 |
63
+ | No log | 0.2330 | 24 | 0.2068 | 0.0879 | 0.2068 | 0.4548 |
64
+ | No log | 0.2524 | 26 | 0.2076 | 0.0721 | 0.2076 | 0.4556 |
65
+ | No log | 0.2718 | 28 | 0.1700 | 0.0783 | 0.1700 | 0.4124 |
66
+ | No log | 0.2913 | 30 | 0.1599 | 0.0904 | 0.1599 | 0.3999 |
67
+ | No log | 0.3107 | 32 | 0.1574 | 0.0998 | 0.1574 | 0.3968 |
68
+ | No log | 0.3301 | 34 | 0.1602 | 0.0558 | 0.1602 | 0.4003 |
69
+ | No log | 0.3495 | 36 | 0.1693 | 0.0654 | 0.1693 | 0.4114 |
70
+ | No log | 0.3689 | 38 | 0.1736 | 0.0654 | 0.1736 | 0.4166 |
71
+ | No log | 0.3883 | 40 | 0.1724 | 0.1398 | 0.1724 | 0.4152 |
72
+ | No log | 0.4078 | 42 | 0.1768 | 0.1122 | 0.1768 | 0.4205 |
73
+ | No log | 0.4272 | 44 | 0.1968 | 0.2776 | 0.1968 | 0.4436 |
74
+ | No log | 0.4466 | 46 | 0.2436 | 0.3054 | 0.2436 | 0.4935 |
75
+ | No log | 0.4660 | 48 | 0.3182 | 0.2139 | 0.3182 | 0.5641 |
76
+ | No log | 0.4854 | 50 | 0.2725 | 0.2682 | 0.2725 | 0.5220 |
77
+ | No log | 0.5049 | 52 | 0.2014 | 0.1260 | 0.2014 | 0.4488 |
78
+ | No log | 0.5243 | 54 | 0.1870 | 0.0223 | 0.1870 | 0.4324 |
79
+ | No log | 0.5437 | 56 | 0.1963 | 0.0421 | 0.1963 | 0.4431 |
80
+ | No log | 0.5631 | 58 | 0.2304 | 0.1068 | 0.2304 | 0.4800 |
81
+ | No log | 0.5825 | 60 | 0.2817 | 0.1692 | 0.2817 | 0.5307 |
82
+ | No log | 0.6019 | 62 | 0.2880 | 0.0710 | 0.2880 | 0.5366 |
83
+ | No log | 0.6214 | 64 | 0.2879 | -0.0637 | 0.2879 | 0.5366 |
84
+ | No log | 0.6408 | 66 | 0.2477 | 0.0780 | 0.2477 | 0.4977 |
85
+ | No log | 0.6602 | 68 | 0.2117 | 0.1398 | 0.2117 | 0.4601 |
86
+ | No log | 0.6796 | 70 | 0.1707 | 0.2269 | 0.1707 | 0.4131 |
87
+ | No log | 0.6990 | 72 | 0.1809 | 0.2356 | 0.1809 | 0.4253 |
88
+ | No log | 0.7184 | 74 | 0.1795 | 0.2103 | 0.1795 | 0.4236 |
89
+ | No log | 0.7379 | 76 | 0.1706 | 0.1203 | 0.1706 | 0.4131 |
90
+ | No log | 0.7573 | 78 | 0.1504 | 0.0558 | 0.1504 | 0.3879 |
91
+ | No log | 0.7767 | 80 | 0.1490 | 0.0229 | 0.1490 | 0.3860 |
92
+ | No log | 0.7961 | 82 | 0.1466 | 0.1193 | 0.1466 | 0.3829 |
93
+ | No log | 0.8155 | 84 | 0.1549 | 0.2704 | 0.1549 | 0.3935 |
94
+ | No log | 0.8350 | 86 | 0.2034 | 0.2548 | 0.2034 | 0.4510 |
95
+ | No log | 0.8544 | 88 | 0.1799 | 0.2452 | 0.1799 | 0.4242 |
96
+ | No log | 0.8738 | 90 | 0.1448 | 0.0558 | 0.1448 | 0.3805 |
97
+ | No log | 0.8932 | 92 | 0.1832 | -0.0189 | 0.1832 | 0.4280 |
98
+ | No log | 0.9126 | 94 | 0.1900 | 0.0654 | 0.1900 | 0.4359 |
99
+ | No log | 0.9320 | 96 | 0.1800 | 0.1817 | 0.1800 | 0.4242 |
100
+ | No log | 0.9515 | 98 | 0.1880 | 0.0905 | 0.1880 | 0.4336 |
101
+ | No log | 0.9709 | 100 | 0.2165 | 0.2462 | 0.2165 | 0.4653 |
102
+ | No log | 0.9903 | 102 | 0.2101 | 0.1551 | 0.2101 | 0.4583 |
103
+ | No log | 1.0097 | 104 | 0.1642 | 0.0752 | 0.1642 | 0.4052 |
104
+ | No log | 1.0291 | 106 | 0.1553 | 0.0514 | 0.1553 | 0.3941 |
105
+ | No log | 1.0485 | 108 | 0.1558 | 0.0852 | 0.1558 | 0.3947 |
106
+ | No log | 1.0680 | 110 | 0.1578 | 0.0752 | 0.1578 | 0.3972 |
107
+ | No log | 1.0874 | 112 | 0.1648 | 0.0752 | 0.1648 | 0.4059 |
108
+ | No log | 1.1068 | 114 | 0.1629 | 0.1397 | 0.1629 | 0.4036 |
109
+ | No log | 1.1262 | 116 | 0.1667 | 0.1904 | 0.1667 | 0.4083 |
110
+ | No log | 1.1456 | 118 | 0.1854 | 0.2296 | 0.1854 | 0.4306 |
111
+ | No log | 1.1650 | 120 | 0.1834 | 0.2334 | 0.1834 | 0.4283 |
112
+ | No log | 1.1845 | 122 | 0.1694 | 0.1798 | 0.1694 | 0.4116 |
113
+ | No log | 1.2039 | 124 | 0.1681 | 0.1709 | 0.1681 | 0.4100 |
114
+ | No log | 1.2233 | 126 | 0.1636 | 0.1294 | 0.1636 | 0.4044 |
115
+ | No log | 1.2427 | 128 | 0.1590 | 0.0654 | 0.1590 | 0.3988 |
116
+ | No log | 1.2621 | 130 | 0.1756 | 0.0955 | 0.1756 | 0.4191 |
117
+ | No log | 1.2816 | 132 | 0.2280 | 0.0955 | 0.2280 | 0.4775 |
118
+ | No log | 1.3010 | 134 | 0.2473 | 0.0264 | 0.2473 | 0.4973 |
119
+ | No log | 1.3204 | 136 | 0.2208 | -0.0096 | 0.2208 | 0.4699 |
120
+ | No log | 1.3398 | 138 | 0.1770 | -0.0096 | 0.1770 | 0.4207 |
121
+ | No log | 1.3592 | 140 | 0.1691 | -0.0096 | 0.1691 | 0.4112 |
122
+ | No log | 1.3786 | 142 | 0.1698 | -0.0096 | 0.1698 | 0.4121 |
123
+ | No log | 1.3981 | 144 | 0.1773 | 0.1203 | 0.1773 | 0.4211 |
124
+ | No log | 1.4175 | 146 | 0.1746 | 0.1492 | 0.1746 | 0.4179 |
125
+ | No log | 1.4369 | 148 | 0.1584 | 0.1079 | 0.1584 | 0.3980 |
126
+ | No log | 1.4563 | 150 | 0.1568 | 0.0264 | 0.1568 | 0.3960 |
127
+ | No log | 1.4757 | 152 | 0.1729 | 0.0264 | 0.1729 | 0.4159 |
128
+ | No log | 1.4951 | 154 | 0.1851 | 0.0322 | 0.1851 | 0.4303 |
129
+ | No log | 1.5146 | 156 | 0.2062 | 0.0264 | 0.2062 | 0.4541 |
130
+ | No log | 1.5340 | 158 | 0.1972 | 0.0264 | 0.1972 | 0.4441 |
131
+ | No log | 1.5534 | 160 | 0.1751 | 0.0783 | 0.1751 | 0.4184 |
132
+ | No log | 1.5728 | 162 | 0.1801 | 0.1964 | 0.1801 | 0.4244 |
133
+ | No log | 1.5922 | 164 | 0.1757 | 0.1827 | 0.1757 | 0.4191 |
134
+ | No log | 1.6117 | 166 | 0.1620 | 0.0654 | 0.1620 | 0.4025 |
135
+ | No log | 1.6311 | 168 | 0.1595 | 0.0264 | 0.1595 | 0.3993 |
136
+ | No log | 1.6505 | 170 | 0.1657 | 0.0264 | 0.1657 | 0.4071 |
137
+ | No log | 1.6699 | 172 | 0.1706 | 0.0264 | 0.1706 | 0.4130 |
138
+ | No log | 1.6893 | 174 | 0.1811 | 0.0852 | 0.1811 | 0.4256 |
139
+ | No log | 1.7087 | 176 | 0.1975 | 0.1862 | 0.1975 | 0.4444 |
140
+ | No log | 1.7282 | 178 | 0.1913 | 0.1938 | 0.1913 | 0.4374 |
141
+ | No log | 1.7476 | 180 | 0.1972 | 0.2654 | 0.1972 | 0.4441 |
142
+ | No log | 1.7670 | 182 | 0.1704 | 0.1766 | 0.1704 | 0.4128 |
143
+ | No log | 1.7864 | 184 | 0.1510 | -0.0019 | 0.1510 | 0.3885 |
144
+ | No log | 1.8058 | 186 | 0.1490 | -0.0096 | 0.1490 | 0.3860 |
145
+ | No log | 1.8252 | 188 | 0.1472 | 0.1288 | 0.1472 | 0.3837 |
146
+ | No log | 1.8447 | 190 | 0.1505 | 0.0614 | 0.1505 | 0.3880 |
147
+ | No log | 1.8641 | 192 | 0.1678 | -0.0096 | 0.1678 | 0.4097 |
148
+ | No log | 1.8835 | 194 | 0.1775 | -0.0096 | 0.1775 | 0.4214 |
149
+ | No log | 1.9029 | 196 | 0.1638 | 0.0614 | 0.1638 | 0.4047 |
150
+ | No log | 1.9223 | 198 | 0.1531 | 0.0752 | 0.1531 | 0.3913 |
151
+ | No log | 1.9417 | 200 | 0.1504 | 0.1683 | 0.1504 | 0.3878 |
152
+ | No log | 1.9612 | 202 | 0.1612 | 0.2517 | 0.1612 | 0.4015 |
153
+ | No log | 1.9806 | 204 | 0.1956 | 0.2651 | 0.1956 | 0.4423 |
154
+ | No log | 2.0 | 206 | 0.2195 | 0.2361 | 0.2195 | 0.4685 |
155
+ | No log | 2.0194 | 208 | 0.2023 | 0.2503 | 0.2023 | 0.4498 |
156
+ | No log | 2.0388 | 210 | 0.1771 | 0.2358 | 0.1771 | 0.4209 |
157
+ | No log | 2.0583 | 212 | 0.1551 | 0.1672 | 0.1551 | 0.3939 |
158
+ | No log | 2.0777 | 214 | 0.1464 | 0.1294 | 0.1464 | 0.3827 |
159
+ | No log | 2.0971 | 216 | 0.1474 | 0.0852 | 0.1474 | 0.3839 |
160
+ | No log | 2.1165 | 218 | 0.1481 | 0.0852 | 0.1481 | 0.3848 |
161
+ | No log | 2.1359 | 220 | 0.1451 | 0.0879 | 0.1451 | 0.3809 |
162
+ | No log | 2.1553 | 222 | 0.1549 | 0.3051 | 0.1549 | 0.3936 |
163
+ | No log | 2.1748 | 224 | 0.1774 | 0.3305 | 0.1774 | 0.4212 |
164
+ | No log | 2.1942 | 226 | 0.1755 | 0.2743 | 0.1755 | 0.4189 |
165
+ | No log | 2.2136 | 228 | 0.1581 | 0.2198 | 0.1581 | 0.3976 |
166
+ | No log | 2.2330 | 230 | 0.1545 | 0.0167 | 0.1545 | 0.3931 |
167
+ | No log | 2.2524 | 232 | 0.1597 | 0.0 | 0.1597 | 0.3997 |
168
+ | No log | 2.2718 | 234 | 0.1746 | -0.0096 | 0.1746 | 0.4179 |
169
+ | No log | 2.2913 | 236 | 0.1773 | -0.0096 | 0.1773 | 0.4210 |
170
+ | No log | 2.3107 | 238 | 0.1665 | 0.0654 | 0.1665 | 0.4081 |
171
+ | No log | 2.3301 | 240 | 0.1672 | -0.0189 | 0.1672 | 0.4089 |
172
+ | No log | 2.3495 | 242 | 0.1740 | -0.0096 | 0.1740 | 0.4171 |
173
+ | No log | 2.3689 | 244 | 0.1654 | -0.0096 | 0.1654 | 0.4067 |
174
+ | No log | 2.3883 | 246 | 0.1538 | -0.0096 | 0.1538 | 0.3921 |
175
+ | No log | 2.4078 | 248 | 0.1516 | -0.0189 | 0.1516 | 0.3893 |
176
+ | No log | 2.4272 | 250 | 0.1548 | 0.0514 | 0.1548 | 0.3934 |
177
+ | No log | 2.4466 | 252 | 0.1586 | 0.2309 | 0.1586 | 0.3982 |
178
+ | No log | 2.4660 | 254 | 0.1571 | 0.2309 | 0.1571 | 0.3964 |
179
+ | No log | 2.4854 | 256 | 0.1527 | 0.1709 | 0.1527 | 0.3907 |
180
+ | No log | 2.5049 | 258 | 0.1563 | 0.1709 | 0.1563 | 0.3954 |
181
+ | No log | 2.5243 | 260 | 0.1518 | 0.0852 | 0.1518 | 0.3897 |
182
+ | No log | 2.5437 | 262 | 0.1457 | 0.1061 | 0.1457 | 0.3817 |
183
+ | No log | 2.5631 | 264 | 0.1459 | 0.0717 | 0.1459 | 0.3819 |
184
+ | No log | 2.5825 | 266 | 0.1459 | 0.0717 | 0.1459 | 0.3819 |
185
+ | No log | 2.6019 | 268 | 0.1459 | 0.0717 | 0.1459 | 0.3819 |
186
+ | No log | 2.6214 | 270 | 0.1459 | 0.1396 | 0.1459 | 0.3820 |
187
+ | No log | 2.6408 | 272 | 0.1438 | 0.1709 | 0.1438 | 0.3793 |
188
+ | No log | 2.6602 | 274 | 0.1412 | 0.1397 | 0.1412 | 0.3757 |
189
+ | No log | 2.6796 | 276 | 0.1410 | 0.2012 | 0.1410 | 0.3754 |
190
+ | No log | 2.6990 | 278 | 0.1403 | 0.1079 | 0.1403 | 0.3745 |
191
+ | No log | 2.7184 | 280 | 0.1399 | 0.2198 | 0.1399 | 0.3741 |
192
+ | No log | 2.7379 | 282 | 0.1424 | 0.2817 | 0.1424 | 0.3774 |
193
+ | No log | 2.7573 | 284 | 0.1460 | 0.2805 | 0.1460 | 0.3821 |
194
+ | No log | 2.7767 | 286 | 0.1524 | 0.2607 | 0.1524 | 0.3903 |
195
+ | No log | 2.7961 | 288 | 0.1669 | 0.3065 | 0.1669 | 0.4085 |
196
+ | No log | 2.8155 | 290 | 0.1852 | 0.2769 | 0.1852 | 0.4303 |
197
+ | No log | 2.8350 | 292 | 0.1822 | 0.2929 | 0.1822 | 0.4268 |
198
+ | No log | 2.8544 | 294 | 0.1694 | 0.2896 | 0.1694 | 0.4116 |
199
+ | No log | 2.8738 | 296 | 0.1569 | 0.3184 | 0.1569 | 0.3962 |
200
+ | No log | 2.8932 | 298 | 0.1457 | 0.3637 | 0.1457 | 0.3817 |
201
+ | No log | 2.9126 | 300 | 0.1418 | 0.1603 | 0.1418 | 0.3765 |
202
+ | No log | 2.9320 | 302 | 0.1468 | 0.0978 | 0.1468 | 0.3831 |
203
+ | No log | 2.9515 | 304 | 0.1496 | 0.0285 | 0.1496 | 0.3868 |
204
+ | No log | 2.9709 | 306 | 0.1498 | 0.0722 | 0.1498 | 0.3871 |
205
+ | No log | 2.9903 | 308 | 0.1493 | 0.0167 | 0.1493 | 0.3864 |
206
+ | No log | 3.0097 | 310 | 0.1555 | 0.0264 | 0.1555 | 0.3944 |
207
+ | No log | 3.0291 | 312 | 0.1472 | 0.0852 | 0.1472 | 0.3837 |
208
+ | No log | 3.0485 | 314 | 0.1404 | 0.2198 | 0.1404 | 0.3747 |
209
+ | No log | 3.0680 | 316 | 0.1413 | 0.2928 | 0.1413 | 0.3760 |
210
+ | No log | 3.0874 | 318 | 0.1441 | 0.1904 | 0.1441 | 0.3797 |
211
+ | No log | 3.1068 | 320 | 0.1507 | 0.3082 | 0.1507 | 0.3882 |
212
+ | No log | 3.1262 | 322 | 0.1500 | 0.3746 | 0.1500 | 0.3873 |
213
+ | No log | 3.1456 | 324 | 0.1493 | 0.3637 | 0.1493 | 0.3864 |
214
+ | No log | 3.1650 | 326 | 0.1436 | 0.3507 | 0.1436 | 0.3789 |
215
+ | No log | 3.1845 | 328 | 0.1432 | 0.3762 | 0.1432 | 0.3784 |
216
+ | No log | 3.2039 | 330 | 0.1379 | 0.3617 | 0.1379 | 0.3714 |
217
+ | No log | 3.2233 | 332 | 0.1363 | 0.2972 | 0.1363 | 0.3692 |
218
+ | No log | 3.2427 | 334 | 0.1383 | 0.2602 | 0.1383 | 0.3719 |
219
+ | No log | 3.2621 | 336 | 0.1415 | 0.3156 | 0.1415 | 0.3761 |
220
+ | No log | 3.2816 | 338 | 0.1462 | 0.3230 | 0.1462 | 0.3824 |
221
+ | No log | 3.3010 | 340 | 0.1536 | 0.1499 | 0.1536 | 0.3919 |
222
+ | No log | 3.3204 | 342 | 0.1552 | 0.1612 | 0.1552 | 0.3939 |
223
+ | No log | 3.3398 | 344 | 0.1490 | 0.1817 | 0.1490 | 0.3860 |
224
+ | No log | 3.3592 | 346 | 0.1433 | 0.2655 | 0.1433 | 0.3785 |
225
+ | No log | 3.3786 | 348 | 0.1659 | 0.3059 | 0.1659 | 0.4072 |
226
+ | No log | 3.3981 | 350 | 0.1902 | 0.3256 | 0.1902 | 0.4361 |
227
+ | No log | 3.4175 | 352 | 0.1717 | 0.3213 | 0.1717 | 0.4144 |
228
+ | No log | 3.4369 | 354 | 0.1470 | 0.2817 | 0.1470 | 0.3834 |
229
+ | No log | 3.4563 | 356 | 0.1544 | 0.0417 | 0.1544 | 0.3929 |
230
+ | No log | 3.4757 | 358 | 0.1822 | -0.0096 | 0.1822 | 0.4268 |
231
+ | No log | 3.4951 | 360 | 0.1862 | -0.0096 | 0.1862 | 0.4315 |
232
+ | No log | 3.5146 | 362 | 0.1621 | 0.0614 | 0.1621 | 0.4026 |
233
+ | No log | 3.5340 | 364 | 0.1522 | 0.0783 | 0.1522 | 0.3902 |
234
+ | No log | 3.5534 | 366 | 0.1593 | 0.1492 | 0.1593 | 0.3991 |
235
+ | No log | 3.5728 | 368 | 0.1562 | 0.1672 | 0.1562 | 0.3953 |
236
+ | No log | 3.5922 | 370 | 0.1508 | 0.0783 | 0.1508 | 0.3883 |
237
+ | No log | 3.6117 | 372 | 0.1521 | 0.0852 | 0.1521 | 0.3900 |
238
+ | No log | 3.6311 | 374 | 0.1568 | 0.0752 | 0.1568 | 0.3960 |
239
+ | No log | 3.6505 | 376 | 0.1629 | 0.0852 | 0.1629 | 0.4036 |
240
+ | No log | 3.6699 | 378 | 0.1682 | 0.0752 | 0.1682 | 0.4101 |
241
+ | No log | 3.6893 | 380 | 0.1787 | 0.0654 | 0.1787 | 0.4227 |
242
+ | No log | 3.7087 | 382 | 0.1937 | 0.1350 | 0.1937 | 0.4401 |
243
+ | No log | 3.7282 | 384 | 0.2799 | 0.1707 | 0.2799 | 0.5291 |
244
+ | No log | 3.7476 | 386 | 0.2928 | 0.1802 | 0.2928 | 0.5411 |
245
+ | No log | 3.7670 | 388 | 0.1964 | 0.1966 | 0.1964 | 0.4432 |
246
+ | No log | 3.7864 | 390 | 0.1595 | 0.1193 | 0.1595 | 0.3994 |
247
+ | No log | 3.8058 | 392 | 0.1608 | 0.0852 | 0.1608 | 0.4010 |
248
+ | No log | 3.8252 | 394 | 0.1578 | 0.0852 | 0.1578 | 0.3972 |
249
+ | No log | 3.8447 | 396 | 0.1494 | 0.0752 | 0.1494 | 0.3865 |
250
+ | No log | 3.8641 | 398 | 0.1428 | 0.2164 | 0.1428 | 0.3779 |
251
+ | No log | 3.8835 | 400 | 0.1471 | 0.3637 | 0.1471 | 0.3836 |
252
+ | No log | 3.9029 | 402 | 0.1547 | 0.3893 | 0.1547 | 0.3933 |
253
+ | No log | 3.9223 | 404 | 0.1634 | 0.3514 | 0.1634 | 0.4043 |
254
+ | No log | 3.9417 | 406 | 0.1546 | 0.3804 | 0.1546 | 0.3931 |
255
+ | No log | 3.9612 | 408 | 0.1423 | 0.3637 | 0.1423 | 0.3773 |
256
+ | No log | 3.9806 | 410 | 0.1430 | 0.2949 | 0.1430 | 0.3782 |
257
+ | No log | 4.0 | 412 | 0.1473 | 0.2439 | 0.1473 | 0.3838 |
258
+ | No log | 4.0194 | 414 | 0.1491 | 0.2486 | 0.1491 | 0.3861 |
259
+ | No log | 4.0388 | 416 | 0.1586 | 0.1928 | 0.1586 | 0.3983 |
260
+ | No log | 4.0583 | 418 | 0.1703 | 0.1723 | 0.1703 | 0.4127 |
261
+ | No log | 4.0777 | 420 | 0.1698 | 0.1061 | 0.1698 | 0.4120 |
262
+ | No log | 4.0971 | 422 | 0.1580 | 0.1396 | 0.1580 | 0.3975 |
263
+ | No log | 4.1165 | 424 | 0.1469 | 0.1928 | 0.1469 | 0.3832 |
264
+ | No log | 4.1359 | 426 | 0.1475 | 0.1985 | 0.1475 | 0.3840 |
265
+ | No log | 4.1553 | 428 | 0.1551 | 0.1917 | 0.1551 | 0.3938 |
266
+ | No log | 4.1748 | 430 | 0.1528 | 0.2139 | 0.1528 | 0.3909 |
267
+ | No log | 4.1942 | 432 | 0.1473 | 0.2794 | 0.1473 | 0.3837 |
268
+ | No log | 4.2136 | 434 | 0.1478 | 0.3220 | 0.1478 | 0.3844 |
269
+ | No log | 4.2330 | 436 | 0.1550 | 0.3091 | 0.1550 | 0.3937 |
270
+ | No log | 4.2524 | 438 | 0.1619 | 0.2980 | 0.1619 | 0.4024 |
271
+ | No log | 4.2718 | 440 | 0.1609 | 0.3330 | 0.1609 | 0.4011 |
272
+ | No log | 4.2913 | 442 | 0.1582 | 0.3087 | 0.1582 | 0.3977 |
273
+ | No log | 4.3107 | 444 | 0.1640 | 0.2654 | 0.1640 | 0.4050 |
274
+ | No log | 4.3301 | 446 | 0.1668 | 0.2396 | 0.1668 | 0.4084 |
275
+ | No log | 4.3495 | 448 | 0.1678 | 0.2269 | 0.1678 | 0.4097 |
276
+ | No log | 4.3689 | 450 | 0.1589 | 0.2599 | 0.1589 | 0.3986 |
277
+ | No log | 4.3883 | 452 | 0.1496 | 0.1594 | 0.1496 | 0.3868 |
278
+ | No log | 4.4078 | 454 | 0.1499 | 0.2261 | 0.1499 | 0.3872 |
279
+ | No log | 4.4272 | 456 | 0.1614 | 0.3305 | 0.1614 | 0.4017 |
280
+ | No log | 4.4466 | 458 | 0.1706 | 0.3095 | 0.1706 | 0.4130 |
281
+ | No log | 4.4660 | 460 | 0.1528 | 0.3421 | 0.1528 | 0.3909 |
282
+ | No log | 4.4854 | 462 | 0.1456 | 0.2296 | 0.1456 | 0.3816 |
283
+ | No log | 4.5049 | 464 | 0.1482 | 0.2334 | 0.1482 | 0.3850 |
284
+ | No log | 4.5243 | 466 | 0.1446 | 0.3655 | 0.1446 | 0.3802 |
285
+ | No log | 4.5437 | 468 | 0.1448 | 0.3913 | 0.1448 | 0.3805 |
286
+ | No log | 4.5631 | 470 | 0.1458 | 0.3449 | 0.1458 | 0.3818 |
287
+ | No log | 4.5825 | 472 | 0.1485 | 0.3013 | 0.1485 | 0.3853 |
288
+ | No log | 4.6019 | 474 | 0.1530 | 0.2269 | 0.1530 | 0.3911 |
289
+ | No log | 4.6214 | 476 | 0.1529 | 0.0904 | 0.1529 | 0.3910 |
290
+ | No log | 4.6408 | 478 | 0.1528 | 0.0421 | 0.1528 | 0.3909 |
291
+ | No log | 4.6602 | 480 | 0.1516 | 0.0421 | 0.1516 | 0.3893 |
292
+ | No log | 4.6796 | 482 | 0.1525 | 0.0336 | 0.1525 | 0.3905 |
293
+ | No log | 4.6990 | 484 | 0.1521 | 0.0421 | 0.1521 | 0.3900 |
294
+ | No log | 4.7184 | 486 | 0.1527 | 0.0598 | 0.1527 | 0.3908 |
295
+ | No log | 4.7379 | 488 | 0.1548 | 0.1095 | 0.1548 | 0.3934 |
296
+ | No log | 4.7573 | 490 | 0.1552 | 0.0904 | 0.1552 | 0.3940 |
297
+ | No log | 4.7767 | 492 | 0.1566 | 0.2356 | 0.1566 | 0.3957 |
298
+ | No log | 4.7961 | 494 | 0.1709 | 0.1695 | 0.1709 | 0.4134 |
299
+ | No log | 4.8155 | 496 | 0.1810 | 0.1950 | 0.1810 | 0.4254 |
300
+ | No log | 4.8350 | 498 | 0.1810 | 0.2149 | 0.1810 | 0.4255 |
301
+ | 0.2238 | 4.8544 | 500 | 0.1776 | 0.2097 | 0.1776 | 0.4214 |
302
+ | 0.2238 | 4.8738 | 502 | 0.1633 | 0.2028 | 0.1633 | 0.4040 |
303
+ | 0.2238 | 4.8932 | 504 | 0.1611 | 0.1492 | 0.1611 | 0.4014 |
304
+ | 0.2238 | 4.9126 | 506 | 0.1711 | 0.1499 | 0.1711 | 0.4136 |
305
+ | 0.2238 | 4.9320 | 508 | 0.1855 | 0.0614 | 0.1855 | 0.4307 |
306
+ | 0.2238 | 4.9515 | 510 | 0.1877 | 0.0614 | 0.1877 | 0.4333 |
307
 
308
 
309
  ### Framework versions