Hugging Face's logo

MayBashendy
/
ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k17_task7_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Model card Files
xet
 Community
MayBashendy commited on
Commit
a7168b7
·
verified ·
1 Parent(s): 933fa96

Training in progress, step 500

Browse files
Files changed (3) hide show
  1. README.md +513 -263
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k17_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k17_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: 0.8406
19
- - Qwk: 0.1650
20
- - Mse: 0.8406
21
- - Rmse: 0.9169
22
 
23
  ## Model description
24
 
@@ -47,263 +47,513 @@ 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 | 0.0364 | 2 | 2.3560 | -0.0495 | 2.3560 | 1.5349 |
53
- | No log | 0.0727 | 4 | 1.1488 | 0.1268 | 1.1488 | 1.0718 |
54
- | No log | 0.1091 | 6 | 0.9334 | -0.0841 | 0.9334 | 0.9661 |
55
- | No log | 0.1455 | 8 | 1.0375 | 0.0668 | 1.0375 | 1.0186 |
56
- | No log | 0.1818 | 10 | 0.9544 | 0.1142 | 0.9544 | 0.9769 |
57
- | No log | 0.2182 | 12 | 0.7871 | 0.0 | 0.7871 | 0.8872 |
58
- | No log | 0.2545 | 14 | 0.8264 | 0.0481 | 0.8264 | 0.9091 |
59
- | No log | 0.2909 | 16 | 0.9039 | 0.0509 | 0.9039 | 0.9508 |
60
- | No log | 0.3273 | 18 | 1.0012 | 0.1339 | 1.0012 | 1.0006 |
61
- | No log | 0.3636 | 20 | 0.9224 | 0.0937 | 0.9224 | 0.9604 |
62
- | No log | 0.4 | 22 | 0.8198 | 0.0481 | 0.8198 | 0.9054 |
63
- | No log | 0.4364 | 24 | 0.7455 | 0.0 | 0.7455 | 0.8634 |
64
- | No log | 0.4727 | 26 | 0.7721 | 0.0481 | 0.7721 | 0.8787 |
65
- | No log | 0.5091 | 28 | 0.9045 | 0.1339 | 0.9045 | 0.9511 |
66
- | No log | 0.5455 | 30 | 0.8279 | 0.1729 | 0.8279 | 0.9099 |
67
- | No log | 0.5818 | 32 | 0.7417 | 0.0764 | 0.7417 | 0.8612 |
68
- | No log | 0.6182 | 34 | 0.7645 | 0.2027 | 0.7645 | 0.8743 |
69
- | No log | 0.6545 | 36 | 0.7529 | 0.0804 | 0.7529 | 0.8677 |
70
- | No log | 0.6909 | 38 | 0.7991 | 0.1224 | 0.7991 | 0.8939 |
71
- | No log | 0.7273 | 40 | 0.8522 | 0.1310 | 0.8522 | 0.9231 |
72
- | No log | 0.7636 | 42 | 1.0698 | 0.0982 | 1.0698 | 1.0343 |
73
- | No log | 0.8 | 44 | 1.2537 | 0.0759 | 1.2537 | 1.1197 |
74
- | No log | 0.8364 | 46 | 1.2889 | 0.0759 | 1.2889 | 1.1353 |
75
- | No log | 0.8727 | 48 | 1.1371 | 0.1521 | 1.1371 | 1.0663 |
76
- | No log | 0.9091 | 50 | 0.8800 | 0.1700 | 0.8800 | 0.9381 |
77
- | No log | 0.9455 | 52 | 0.7964 | 0.1179 | 0.7964 | 0.8924 |
78
- | No log | 0.9818 | 54 | 0.8181 | 0.1815 | 0.8181 | 0.9045 |
79
- | No log | 1.0182 | 56 | 0.8690 | 0.2632 | 0.8690 | 0.9322 |
80
- | No log | 1.0545 | 58 | 0.8312 | 0.0478 | 0.8312 | 0.9117 |
81
- | No log | 1.0909 | 60 | 0.8298 | 0.1224 | 0.8298 | 0.9109 |
82
- | No log | 1.1273 | 62 | 0.8938 | 0.2036 | 0.8938 | 0.9454 |
83
- | No log | 1.1636 | 64 | 1.0495 | 0.1869 | 1.0495 | 1.0244 |
84
- | No log | 1.2 | 66 | 1.1878 | 0.1243 | 1.1878 | 1.0899 |
85
- | No log | 1.2364 | 68 | 1.1352 | 0.1470 | 1.1352 | 1.0655 |
86
- | No log | 1.2727 | 70 | 0.9493 | 0.2881 | 0.9493 | 0.9743 |
87
- | No log | 1.3091 | 72 | 0.8018 | 0.2825 | 0.8018 | 0.8954 |
88
- | No log | 1.3455 | 74 | 0.6994 | 0.3187 | 0.6994 | 0.8363 |
89
- | No log | 1.3818 | 76 | 0.7022 | 0.3407 | 0.7022 | 0.8380 |
90
- | No log | 1.4182 | 78 | 0.6672 | 0.2537 | 0.6672 | 0.8168 |
91
- | No log | 1.4545 | 80 | 0.7141 | 0.2692 | 0.7141 | 0.8450 |
92
- | No log | 1.4909 | 82 | 0.8140 | 0.3675 | 0.8140 | 0.9022 |
93
- | No log | 1.5273 | 84 | 0.7764 | 0.3234 | 0.7764 | 0.8811 |
94
- | No log | 1.5636 | 86 | 0.6694 | 0.3387 | 0.6694 | 0.8182 |
95
- | No log | 1.6 | 88 | 0.6914 | 0.3040 | 0.6914 | 0.8315 |
96
- | No log | 1.6364 | 90 | 0.9707 | 0.2394 | 0.9707 | 0.9852 |
97
- | No log | 1.6727 | 92 | 1.0141 | 0.2097 | 1.0141 | 1.0070 |
98
- | No log | 1.7091 | 94 | 0.7911 | 0.2642 | 0.7911 | 0.8894 |
99
- | No log | 1.7455 | 96 | 0.6893 | 0.3029 | 0.6893 | 0.8303 |
100
- | No log | 1.7818 | 98 | 0.8736 | 0.2358 | 0.8736 | 0.9347 |
101
- | No log | 1.8182 | 100 | 0.9162 | 0.2615 | 0.9162 | 0.9572 |
102
- | No log | 1.8545 | 102 | 0.8731 | 0.2193 | 0.8731 | 0.9344 |
103
- | No log | 1.8909 | 104 | 0.7989 | 0.1983 | 0.7989 | 0.8938 |
104
- | No log | 1.9273 | 106 | 0.9082 | 0.1352 | 0.9082 | 0.9530 |
105
- | No log | 1.9636 | 108 | 0.9937 | 0.1697 | 0.9937 | 0.9969 |
106
- | No log | 2.0 | 110 | 1.0153 | 0.1685 | 1.0153 | 1.0076 |
107
- | No log | 2.0364 | 112 | 0.9380 | 0.1697 | 0.9380 | 0.9685 |
108
- | No log | 2.0727 | 114 | 0.8255 | 0.2073 | 0.8255 | 0.9086 |
109
- | No log | 2.1091 | 116 | 0.7767 | 0.2019 | 0.7767 | 0.8813 |
110
- | No log | 2.1455 | 118 | 0.7609 | 0.2019 | 0.7609 | 0.8723 |
111
- | No log | 2.1818 | 120 | 0.7591 | 0.0652 | 0.7591 | 0.8713 |
112
- | No log | 2.2182 | 122 | 0.7629 | 0.1012 | 0.7629 | 0.8734 |
113
- | No log | 2.2545 | 124 | 0.7616 | 0.2205 | 0.7616 | 0.8727 |
114
- | No log | 2.2909 | 126 | 0.8200 | 0.3040 | 0.8200 | 0.9056 |
115
- | No log | 2.3273 | 128 | 0.8998 | 0.1673 | 0.8998 | 0.9486 |
116
- | No log | 2.3636 | 130 | 0.8586 | 0.1697 | 0.8586 | 0.9266 |
117
- | No log | 2.4 | 132 | 0.7893 | 0.2776 | 0.7893 | 0.8884 |
118
- | No log | 2.4364 | 134 | 0.7899 | 0.2743 | 0.7899 | 0.8887 |
119
- | No log | 2.4727 | 136 | 0.8231 | 0.1724 | 0.8231 | 0.9072 |
120
- | No log | 2.5091 | 138 | 0.8082 | 0.1739 | 0.8082 | 0.8990 |
121
- | No log | 2.5455 | 140 | 0.7781 | 0.2073 | 0.7781 | 0.8821 |
122
- | No log | 2.5818 | 142 | 0.7721 | 0.3377 | 0.7721 | 0.8787 |
123
- | No log | 2.6182 | 144 | 0.7910 | 0.3331 | 0.7910 | 0.8894 |
124
- | No log | 2.6545 | 146 | 0.7796 | 0.3118 | 0.7796 | 0.8830 |
125
- | No log | 2.6909 | 148 | 0.7874 | 0.1886 | 0.7874 | 0.8874 |
126
- | No log | 2.7273 | 150 | 0.8048 | 0.2265 | 0.8048 | 0.8971 |
127
- | No log | 2.7636 | 152 | 0.9417 | 0.2183 | 0.9417 | 0.9704 |
128
- | No log | 2.8 | 154 | 1.0097 | 0.1528 | 1.0097 | 1.0049 |
129
- | No log | 2.8364 | 156 | 1.0137 | 0.2080 | 1.0137 | 1.0068 |
130
- | No log | 2.8727 | 158 | 0.8457 | 0.2029 | 0.8457 | 0.9196 |
131
- | No log | 2.9091 | 160 | 0.8589 | 0.3162 | 0.8589 | 0.9268 |
132
- | No log | 2.9455 | 162 | 0.8331 | 0.3162 | 0.8331 | 0.9127 |
133
- | No log | 2.9818 | 164 | 0.7921 | 0.2584 | 0.7921 | 0.8900 |
134
- | No log | 3.0182 | 166 | 0.8492 | 0.3264 | 0.8492 | 0.9215 |
135
- | No log | 3.0545 | 168 | 0.9060 | 0.2920 | 0.9060 | 0.9518 |
136
- | No log | 3.0909 | 170 | 0.8011 | 0.2932 | 0.8011 | 0.8950 |
137
- | No log | 3.1273 | 172 | 0.7264 | 0.3667 | 0.7264 | 0.8523 |
138
- | No log | 3.1636 | 174 | 0.7747 | 0.3754 | 0.7747 | 0.8802 |
139
- | No log | 3.2 | 176 | 0.7723 | 0.4135 | 0.7723 | 0.8788 |
140
- | No log | 3.2364 | 178 | 0.7332 | 0.3578 | 0.7332 | 0.8563 |
141
- | No log | 3.2727 | 180 | 0.8672 | 0.2895 | 0.8672 | 0.9312 |
142
- | No log | 3.3091 | 182 | 0.9812 | 0.1758 | 0.9812 | 0.9905 |
143
- | No log | 3.3455 | 184 | 0.8949 | 0.2097 | 0.8949 | 0.9460 |
144
- | No log | 3.3818 | 186 | 0.7417 | 0.3607 | 0.7417 | 0.8612 |
145
- | No log | 3.4182 | 188 | 0.7378 | 0.2817 | 0.7378 | 0.8589 |
146
- | No log | 3.4545 | 190 | 0.7630 | 0.3099 | 0.7630 | 0.8735 |
147
- | No log | 3.4909 | 192 | 0.7179 | 0.1972 | 0.7179 | 0.8473 |
148
- | No log | 3.5273 | 194 | 0.6998 | 0.0327 | 0.6998 | 0.8365 |
149
- | No log | 3.5636 | 196 | 0.7035 | 0.0679 | 0.7035 | 0.8388 |
150
- | No log | 3.6 | 198 | 0.7145 | 0.1829 | 0.7145 | 0.8453 |
151
- | No log | 3.6364 | 200 | 0.7687 | 0.2341 | 0.7687 | 0.8768 |
152
- | No log | 3.6727 | 202 | 0.9698 | 0.1590 | 0.9698 | 0.9848 |
153
- | No log | 3.7091 | 204 | 0.9883 | 0.0982 | 0.9883 | 0.9942 |
154
- | No log | 3.7455 | 206 | 0.8426 | 0.1941 | 0.8426 | 0.9179 |
155
- | No log | 3.7818 | 208 | 0.7558 | 0.1952 | 0.7558 | 0.8694 |
156
- | No log | 3.8182 | 210 | 0.7814 | 0.1222 | 0.7814 | 0.8840 |
157
- | No log | 3.8545 | 212 | 0.7444 | 0.2958 | 0.7444 | 0.8628 |
158
- | No log | 3.8909 | 214 | 0.7573 | 0.2548 | 0.7573 | 0.8703 |
159
- | No log | 3.9273 | 216 | 0.7709 | 0.3031 | 0.7709 | 0.8780 |
160
- | No log | 3.9636 | 218 | 0.8156 | 0.1444 | 0.8156 | 0.9031 |
161
- | No log | 4.0 | 220 | 0.8533 | 0.2871 | 0.8533 | 0.9237 |
162
- | No log | 4.0364 | 222 | 0.8178 | 0.3506 | 0.8178 | 0.9043 |
163
- | No log | 4.0727 | 224 | 0.7681 | 0.3163 | 0.7681 | 0.8764 |
164
- | No log | 4.1091 | 226 | 0.9080 | 0.2017 | 0.9080 | 0.9529 |
165
- | No log | 4.1455 | 228 | 0.9307 | 0.1775 | 0.9307 | 0.9648 |
166
- | No log | 4.1818 | 230 | 0.8083 | 0.3327 | 0.8083 | 0.8991 |
167
- | No log | 4.2182 | 232 | 0.7262 | 0.3279 | 0.7262 | 0.8522 |
168
- | No log | 4.2545 | 234 | 0.7520 | 0.3574 | 0.7520 | 0.8672 |
169
- | No log | 4.2909 | 236 | 0.7512 | 0.2749 | 0.7512 | 0.8667 |
170
- | No log | 4.3273 | 238 | 0.7268 | 0.4044 | 0.7268 | 0.8526 |
171
- | No log | 4.3636 | 240 | 0.7410 | 0.3417 | 0.7410 | 0.8608 |
172
- | No log | 4.4 | 242 | 0.7589 | 0.2224 | 0.7589 | 0.8711 |
173
- | No log | 4.4364 | 244 | 0.8161 | 0.2012 | 0.8161 | 0.9034 |
174
- | No log | 4.4727 | 246 | 0.8570 | 0.2297 | 0.8570 | 0.9258 |
175
- | No log | 4.5091 | 248 | 0.8133 | 0.2045 | 0.8133 | 0.9018 |
176
- | No log | 4.5455 | 250 | 0.7893 | 0.2365 | 0.7893 | 0.8884 |
177
- | No log | 4.5818 | 252 | 0.7960 | 0.2365 | 0.7960 | 0.8922 |
178
- | No log | 4.6182 | 254 | 0.8311 | 0.2632 | 0.8311 | 0.9116 |
179
- | No log | 4.6545 | 256 | 0.8085 | 0.3525 | 0.8085 | 0.8992 |
180
- | No log | 4.6909 | 258 | 0.7860 | 0.2951 | 0.7860 | 0.8866 |
181
- | No log | 4.7273 | 260 | 0.8197 | 0.3087 | 0.8197 | 0.9054 |
182
- | No log | 4.7636 | 262 | 0.8139 | 0.3087 | 0.8139 | 0.9021 |
183
- | No log | 4.8 | 264 | 0.7827 | 0.3515 | 0.7827 | 0.8847 |
184
- | No log | 4.8364 | 266 | 0.7589 | 0.2951 | 0.7589 | 0.8711 |
185
- | No log | 4.8727 | 268 | 0.7422 | 0.2951 | 0.7422 | 0.8615 |
186
- | No log | 4.9091 | 270 | 0.7470 | 0.2951 | 0.7470 | 0.8643 |
187
- | No log | 4.9455 | 272 | 0.7632 | 0.3489 | 0.7632 | 0.8736 |
188
- | No log | 4.9818 | 274 | 0.8896 | 0.2448 | 0.8896 | 0.9432 |
189
- | No log | 5.0182 | 276 | 0.9433 | 0.2448 | 0.9433 | 0.9712 |
190
- | No log | 5.0545 | 278 | 0.8383 | 0.3087 | 0.8383 | 0.9156 |
191
- | No log | 5.0909 | 280 | 0.7815 | 0.2310 | 0.7815 | 0.8840 |
192
- | No log | 5.1273 | 282 | 0.8178 | 0.2009 | 0.8178 | 0.9043 |
193
- | No log | 5.1636 | 284 | 0.7920 | 0.2256 | 0.7920 | 0.8900 |
194
- | No log | 5.2 | 286 | 0.7969 | 0.3542 | 0.7969 | 0.8927 |
195
- | No log | 5.2364 | 288 | 1.0580 | 0.1815 | 1.0580 | 1.0286 |
196
- | No log | 5.2727 | 290 | 1.2379 | 0.0038 | 1.2379 | 1.1126 |
197
- | No log | 5.3091 | 292 | 1.1923 | 0.0745 | 1.1923 | 1.0919 |
198
- | No log | 5.3455 | 294 | 0.9796 | 0.1568 | 0.9796 | 0.9898 |
199
- | No log | 5.3818 | 296 | 0.7737 | 0.3040 | 0.7737 | 0.8796 |
200
- | No log | 5.4182 | 298 | 0.7692 | 0.1260 | 0.7692 | 0.8770 |
201
- | No log | 5.4545 | 300 | 0.7868 | 0.1815 | 0.7868 | 0.8870 |
202
- | No log | 5.4909 | 302 | 0.7579 | 0.1613 | 0.7579 | 0.8706 |
203
- | No log | 5.5273 | 304 | 0.7631 | 0.2368 | 0.7631 | 0.8735 |
204
- | No log | 5.5636 | 306 | 0.8021 | 0.2349 | 0.8021 | 0.8956 |
205
- | No log | 5.6 | 308 | 0.8767 | 0.2254 | 0.8767 | 0.9363 |
206
- | No log | 5.6364 | 310 | 0.8498 | 0.2300 | 0.8498 | 0.9218 |
207
- | No log | 5.6727 | 312 | 0.8169 | 0.2349 | 0.8169 | 0.9038 |
208
- | No log | 5.7091 | 314 | 0.7313 | 0.2642 | 0.7313 | 0.8552 |
209
- | No log | 5.7455 | 316 | 0.7127 | 0.2608 | 0.7127 | 0.8442 |
210
- | No log | 5.7818 | 318 | 0.7450 | 0.1835 | 0.7450 | 0.8631 |
211
- | No log | 5.8182 | 320 | 0.7719 | 0.1786 | 0.7719 | 0.8786 |
212
- | No log | 5.8545 | 322 | 0.7699 | 0.2718 | 0.7699 | 0.8775 |
213
- | No log | 5.8909 | 324 | 0.7804 | 0.3331 | 0.7804 | 0.8834 |
214
- | No log | 5.9273 | 326 | 0.8254 | 0.3357 | 0.8254 | 0.9085 |
215
- | No log | 5.9636 | 328 | 0.7944 | 0.3399 | 0.7944 | 0.8913 |
216
- | No log | 6.0 | 330 | 0.7760 | 0.3399 | 0.7760 | 0.8809 |
217
- | No log | 6.0364 | 332 | 0.7615 | 0.3399 | 0.7615 | 0.8727 |
218
- | No log | 6.0727 | 334 | 0.7808 | 0.3804 | 0.7808 | 0.8837 |
219
- | No log | 6.1091 | 336 | 0.7817 | 0.3804 | 0.7817 | 0.8841 |
220
- | No log | 6.1455 | 338 | 0.7520 | 0.3146 | 0.7520 | 0.8672 |
221
- | No log | 6.1818 | 340 | 0.7518 | 0.2092 | 0.7518 | 0.8670 |
222
- | No log | 6.2182 | 342 | 0.7648 | 0.2092 | 0.7648 | 0.8745 |
223
- | No log | 6.2545 | 344 | 0.7766 | 0.2072 | 0.7766 | 0.8812 |
224
- | No log | 6.2909 | 346 | 0.7928 | 0.2456 | 0.7928 | 0.8904 |
225
- | No log | 6.3273 | 348 | 0.7898 | 0.2484 | 0.7898 | 0.8887 |
226
- | No log | 6.3636 | 350 | 0.7856 | 0.0899 | 0.7856 | 0.8863 |
227
- | No log | 6.4 | 352 | 0.7770 | 0.0532 | 0.7770 | 0.8815 |
228
- | No log | 6.4364 | 354 | 0.7697 | 0.0860 | 0.7697 | 0.8773 |
229
- | No log | 6.4727 | 356 | 0.7490 | 0.1341 | 0.7490 | 0.8654 |
230
- | No log | 6.5091 | 358 | 0.7304 | 0.2513 | 0.7304 | 0.8546 |
231
- | No log | 6.5455 | 360 | 0.7261 | 0.2216 | 0.7261 | 0.8521 |
232
- | No log | 6.5818 | 362 | 0.7194 | 0.2092 | 0.7194 | 0.8482 |
233
- | No log | 6.6182 | 364 | 0.7258 | 0.1216 | 0.7258 | 0.8520 |
234
- | No log | 6.6545 | 366 | 0.7190 | 0.1986 | 0.7190 | 0.8479 |
235
- | No log | 6.6909 | 368 | 0.7163 | 0.3146 | 0.7163 | 0.8464 |
236
- | No log | 6.7273 | 370 | 0.7413 | 0.3496 | 0.7413 | 0.8610 |
237
- | No log | 6.7636 | 372 | 0.7304 | 0.4083 | 0.7304 | 0.8547 |
238
- | No log | 6.8 | 374 | 0.6971 | 0.3911 | 0.6971 | 0.8349 |
239
- | No log | 6.8364 | 376 | 0.6875 | 0.3100 | 0.6875 | 0.8291 |
240
- | No log | 6.8727 | 378 | 0.6841 | 0.2963 | 0.6841 | 0.8271 |
241
- | No log | 6.9091 | 380 | 0.6801 | 0.2609 | 0.6801 | 0.8247 |
242
- | No log | 6.9455 | 382 | 0.6950 | 0.2706 | 0.6950 | 0.8336 |
243
- | No log | 6.9818 | 384 | 0.7160 | 0.2706 | 0.7160 | 0.8462 |
244
- | No log | 7.0182 | 386 | 0.7596 | 0.2349 | 0.7596 | 0.8716 |
245
- | No log | 7.0545 | 388 | 0.7348 | 0.2642 | 0.7348 | 0.8572 |
246
- | No log | 7.0909 | 390 | 0.7136 | 0.3831 | 0.7136 | 0.8447 |
247
- | No log | 7.1273 | 392 | 0.7060 | 0.2712 | 0.7060 | 0.8402 |
248
- | No log | 7.1636 | 394 | 0.7017 | 0.2712 | 0.7017 | 0.8377 |
249
- | No log | 7.2 | 396 | 0.7211 | 0.3357 | 0.7211 | 0.8492 |
250
- | No log | 7.2364 | 398 | 0.7236 | 0.3033 | 0.7236 | 0.8506 |
251
- | No log | 7.2727 | 400 | 0.7201 | 0.2833 | 0.7201 | 0.8486 |
252
- | No log | 7.3091 | 402 | 0.7274 | 0.3286 | 0.7274 | 0.8529 |
253
- | No log | 7.3455 | 404 | 0.7147 | 0.3040 | 0.7147 | 0.8454 |
254
- | No log | 7.3818 | 406 | 0.6959 | 0.3377 | 0.6959 | 0.8342 |
255
- | No log | 7.4182 | 408 | 0.6838 | 0.2940 | 0.6838 | 0.8269 |
256
- | No log | 7.4545 | 410 | 0.7085 | 0.2800 | 0.7085 | 0.8417 |
257
- | No log | 7.4909 | 412 | 0.7631 | 0.2991 | 0.7631 | 0.8735 |
258
- | No log | 7.5273 | 414 | 0.7591 | 0.3277 | 0.7591 | 0.8712 |
259
- | No log | 7.5636 | 416 | 0.7123 | 0.3291 | 0.7123 | 0.8440 |
260
- | No log | 7.6 | 418 | 0.6968 | 0.3051 | 0.6968 | 0.8348 |
261
- | No log | 7.6364 | 420 | 0.7007 | 0.3146 | 0.7007 | 0.8371 |
262
- | No log | 7.6727 | 422 | 0.7056 | 0.3146 | 0.7056 | 0.8400 |
263
- | No log | 7.7091 | 424 | 0.7273 | 0.3001 | 0.7273 | 0.8528 |
264
- | No log | 7.7455 | 426 | 0.7355 | 0.2031 | 0.7355 | 0.8576 |
265
- | No log | 7.7818 | 428 | 0.7233 | 0.2015 | 0.7233 | 0.8505 |
266
- | No log | 7.8182 | 430 | 0.7306 | 0.3187 | 0.7306 | 0.8548 |
267
- | No log | 7.8545 | 432 | 0.7744 | 0.2012 | 0.7744 | 0.8800 |
268
- | No log | 7.8909 | 434 | 0.8003 | 0.2316 | 0.8003 | 0.8946 |
269
- | No log | 7.9273 | 436 | 0.7585 | 0.2774 | 0.7585 | 0.8709 |
270
- | No log | 7.9636 | 438 | 0.7608 | 0.1379 | 0.7608 | 0.8722 |
271
- | No log | 8.0 | 440 | 0.7597 | 0.0973 | 0.7597 | 0.8716 |
272
- | No log | 8.0364 | 442 | 0.7535 | 0.1386 | 0.7535 | 0.8680 |
273
- | No log | 8.0727 | 444 | 0.7528 | 0.1867 | 0.7528 | 0.8677 |
274
- | No log | 8.1091 | 446 | 0.7757 | 0.2051 | 0.7757 | 0.8808 |
275
- | No log | 8.1455 | 448 | 0.7711 | 0.1304 | 0.7711 | 0.8781 |
276
- | No log | 8.1818 | 450 | 0.7410 | 0.1867 | 0.7410 | 0.8608 |
277
- | No log | 8.2182 | 452 | 0.7479 | 0.1268 | 0.7479 | 0.8648 |
278
- | No log | 8.2545 | 454 | 0.7596 | 0.1268 | 0.7596 | 0.8715 |
279
- | No log | 8.2909 | 456 | 0.7494 | 0.1298 | 0.7494 | 0.8657 |
280
- | No log | 8.3273 | 458 | 0.7774 | 0.3515 | 0.7774 | 0.8817 |
281
- | No log | 8.3636 | 460 | 0.7812 | 0.3515 | 0.7812 | 0.8839 |
282
- | No log | 8.4 | 462 | 0.7528 | 0.2774 | 0.7528 | 0.8676 |
283
- | No log | 8.4364 | 464 | 0.7423 | 0.2398 | 0.7423 | 0.8616 |
284
- | No log | 8.4727 | 466 | 0.7372 | 0.3107 | 0.7372 | 0.8586 |
285
- | No log | 8.5091 | 468 | 0.7433 | 0.3399 | 0.7433 | 0.8621 |
286
- | No log | 8.5455 | 470 | 0.7256 | 0.3399 | 0.7256 | 0.8518 |
287
- | No log | 8.5818 | 472 | 0.7280 | 0.3316 | 0.7280 | 0.8532 |
288
- | No log | 8.6182 | 474 | 0.7796 | 0.2203 | 0.7796 | 0.8829 |
289
- | No log | 8.6545 | 476 | 0.7617 | 0.2224 | 0.7617 | 0.8728 |
290
- | No log | 8.6909 | 478 | 0.7125 | 0.2642 | 0.7125 | 0.8441 |
291
- | No log | 8.7273 | 480 | 0.7104 | 0.2642 | 0.7104 | 0.8428 |
292
- | No log | 8.7636 | 482 | 0.7157 | 0.2642 | 0.7157 | 0.8460 |
293
- | No log | 8.8 | 484 | 0.6928 | 0.2395 | 0.6928 | 0.8324 |
294
- | No log | 8.8364 | 486 | 0.6770 | 0.2395 | 0.6770 | 0.8228 |
295
- | No log | 8.8727 | 488 | 0.6694 | 0.3010 | 0.6694 | 0.8182 |
296
- | No log | 8.9091 | 490 | 0.6672 | 0.3530 | 0.6672 | 0.8168 |
297
- | No log | 8.9455 | 492 | 0.6727 | 0.3435 | 0.6727 | 0.8202 |
298
- | No log | 8.9818 | 494 | 0.6983 | 0.2903 | 0.6983 | 0.8356 |
299
- | No log | 9.0182 | 496 | 0.7335 | 0.2642 | 0.7335 | 0.8565 |
300
- | No log | 9.0545 | 498 | 0.7203 | 0.2434 | 0.7203 | 0.8487 |
301
- | 0.2946 | 9.0909 | 500 | 0.7057 | 0.3347 | 0.7057 | 0.8401 |
302
- | 0.2946 | 9.1273 | 502 | 0.7002 | 0.3160 | 0.7002 | 0.8368 |
303
- | 0.2946 | 9.1636 | 504 | 0.7050 | 0.2216 | 0.7050 | 0.8397 |
304
- | 0.2946 | 9.2 | 506 | 0.7809 | 0.2268 | 0.7809 | 0.8837 |
305
- | 0.2946 | 9.2364 | 508 | 0.8819 | 0.1628 | 0.8819 | 0.9391 |
306
- | 0.2946 | 9.2727 | 510 | 0.8406 | 0.1650 | 0.8406 | 0.9169 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k16_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k16_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: 0.5811
19
+ - Qwk: 0.5518
20
+ - Mse: 0.5811
21
+ - Rmse: 0.7623
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0364 | 2 | 2.4029 | -0.0262 | 2.4029 | 1.5501 |
53
+ | No log | 0.0727 | 4 | 1.1866 | 0.1528 | 1.1866 | 1.0893 |
54
+ | No log | 0.1091 | 6 | 0.8961 | 0.0949 | 0.8961 | 0.9466 |
55
+ | No log | 0.1455 | 8 | 0.7952 | 0.0074 | 0.7952 | 0.8918 |
56
+ | No log | 0.1818 | 10 | 0.8191 | 0.0927 | 0.8191 | 0.9050 |
57
+ | No log | 0.2182 | 12 | 0.8048 | 0.3712 | 0.8048 | 0.8971 |
58
+ | No log | 0.2545 | 14 | 0.7705 | 0.0966 | 0.7705 | 0.8778 |
59
+ | No log | 0.2909 | 16 | 0.7556 | 0.0 | 0.7556 | 0.8692 |
60
+ | No log | 0.3273 | 18 | 0.8559 | 0.0053 | 0.8559 | 0.9252 |
61
+ | No log | 0.3636 | 20 | 0.9626 | 0.1318 | 0.9626 | 0.9811 |
62
+ | No log | 0.4 | 22 | 0.8679 | 0.0570 | 0.8679 | 0.9316 |
63
+ | No log | 0.4364 | 24 | 0.8126 | -0.0831 | 0.8126 | 0.9014 |
64
+ | No log | 0.4727 | 26 | 0.9200 | 0.0392 | 0.9200 | 0.9592 |
65
+ | No log | 0.5091 | 28 | 0.7694 | 0.1498 | 0.7694 | 0.8772 |
66
+ | No log | 0.5455 | 30 | 0.7785 | 0.1863 | 0.7785 | 0.8823 |
67
+ | No log | 0.5818 | 32 | 0.7855 | 0.1561 | 0.7855 | 0.8863 |
68
+ | No log | 0.6182 | 34 | 0.8000 | -0.0027 | 0.8000 | 0.8945 |
69
+ | No log | 0.6545 | 36 | 0.8557 | 0.0 | 0.8557 | 0.9251 |
70
+ | No log | 0.6909 | 38 | 0.9694 | -0.0354 | 0.9694 | 0.9846 |
71
+ | No log | 0.7273 | 40 | 1.0524 | -0.0550 | 1.0524 | 1.0258 |
72
+ | No log | 0.7636 | 42 | 1.0413 | -0.0808 | 1.0413 | 1.0204 |
73
+ | No log | 0.8 | 44 | 0.9551 | -0.1062 | 0.9551 | 0.9773 |
74
+ | No log | 0.8364 | 46 | 0.9150 | -0.0320 | 0.9150 | 0.9565 |
75
+ | No log | 0.8727 | 48 | 0.9714 | -0.0257 | 0.9714 | 0.9856 |
76
+ | No log | 0.9091 | 50 | 0.9809 | -0.0288 | 0.9809 | 0.9904 |
77
+ | No log | 0.9455 | 52 | 0.8902 | 0.0481 | 0.8902 | 0.9435 |
78
+ | No log | 0.9818 | 54 | 0.7840 | -0.0103 | 0.7840 | 0.8854 |
79
+ | No log | 1.0182 | 56 | 0.7440 | 0.0717 | 0.7440 | 0.8625 |
80
+ | No log | 1.0545 | 58 | 0.7668 | -0.0103 | 0.7668 | 0.8757 |
81
+ | No log | 1.0909 | 60 | 0.8196 | -0.0025 | 0.8196 | 0.9053 |
82
+ | No log | 1.1273 | 62 | 0.8268 | -0.0025 | 0.8268 | 0.9093 |
83
+ | No log | 1.1636 | 64 | 0.8332 | 0.0078 | 0.8332 | 0.9128 |
84
+ | No log | 1.2 | 66 | 0.8141 | 0.1352 | 0.8141 | 0.9023 |
85
+ | No log | 1.2364 | 68 | 0.7472 | 0.0902 | 0.7472 | 0.8644 |
86
+ | No log | 1.2727 | 70 | 0.6985 | 0.0851 | 0.6985 | 0.8358 |
87
+ | No log | 1.3091 | 72 | 0.7007 | 0.1092 | 0.7007 | 0.8371 |
88
+ | No log | 1.3455 | 74 | 0.8031 | 0.2476 | 0.8031 | 0.8961 |
89
+ | No log | 1.3818 | 76 | 0.8325 | 0.2815 | 0.8325 | 0.9124 |
90
+ | No log | 1.4182 | 78 | 0.7368 | 0.3092 | 0.7368 | 0.8584 |
91
+ | No log | 1.4545 | 80 | 0.6983 | 0.0679 | 0.6983 | 0.8356 |
92
+ | No log | 1.4909 | 82 | 0.7400 | 0.0846 | 0.7400 | 0.8602 |
93
+ | No log | 1.5273 | 84 | 0.7477 | 0.0846 | 0.7477 | 0.8647 |
94
+ | No log | 1.5636 | 86 | 0.7614 | 0.0410 | 0.7614 | 0.8726 |
95
+ | No log | 1.6 | 88 | 0.7818 | 0.0846 | 0.7818 | 0.8842 |
96
+ | No log | 1.6364 | 90 | 0.8422 | 0.1565 | 0.8422 | 0.9177 |
97
+ | No log | 1.6727 | 92 | 0.9258 | 0.1185 | 0.9258 | 0.9622 |
98
+ | No log | 1.7091 | 94 | 0.9014 | 0.1479 | 0.9014 | 0.9494 |
99
+ | No log | 1.7455 | 96 | 0.8180 | 0.2771 | 0.8180 | 0.9044 |
100
+ | No log | 1.7818 | 98 | 0.7985 | 0.2316 | 0.7985 | 0.8936 |
101
+ | No log | 1.8182 | 100 | 0.7426 | 0.1232 | 0.7426 | 0.8618 |
102
+ | No log | 1.8545 | 102 | 0.7518 | 0.0410 | 0.7518 | 0.8671 |
103
+ | No log | 1.8909 | 104 | 0.7485 | 0.0410 | 0.7485 | 0.8652 |
104
+ | No log | 1.9273 | 106 | 0.6880 | 0.1232 | 0.6880 | 0.8294 |
105
+ | No log | 1.9636 | 108 | 0.6925 | 0.3072 | 0.6925 | 0.8322 |
106
+ | No log | 2.0 | 110 | 0.7218 | 0.2815 | 0.7218 | 0.8496 |
107
+ | No log | 2.0364 | 112 | 0.7389 | 0.2884 | 0.7389 | 0.8596 |
108
+ | No log | 2.0727 | 114 | 0.7517 | 0.1224 | 0.7517 | 0.8670 |
109
+ | No log | 2.1091 | 116 | 0.7445 | 0.1224 | 0.7445 | 0.8629 |
110
+ | No log | 2.1455 | 118 | 0.7222 | 0.0376 | 0.7222 | 0.8498 |
111
+ | No log | 2.1818 | 120 | 0.7296 | 0.0376 | 0.7296 | 0.8542 |
112
+ | No log | 2.2182 | 122 | 0.7194 | 0.0376 | 0.7194 | 0.8482 |
113
+ | No log | 2.2545 | 124 | 0.7179 | -0.0076 | 0.7179 | 0.8473 |
114
+ | No log | 2.2909 | 126 | 0.7579 | 0.1870 | 0.7579 | 0.8706 |
115
+ | No log | 2.3273 | 128 | 0.8457 | 0.1801 | 0.8457 | 0.9196 |
116
+ | No log | 2.3636 | 130 | 0.9778 | 0.2830 | 0.9778 | 0.9888 |
117
+ | No log | 2.4 | 132 | 1.1583 | 0.2428 | 1.1583 | 1.0762 |
118
+ | No log | 2.4364 | 134 | 1.2716 | 0.2382 | 1.2716 | 1.1277 |
119
+ | No log | 2.4727 | 136 | 1.0941 | 0.2471 | 1.0941 | 1.0460 |
120
+ | No log | 2.5091 | 138 | 0.9268 | 0.3105 | 0.9268 | 0.9627 |
121
+ | No log | 2.5455 | 140 | 0.7601 | 0.1221 | 0.7601 | 0.8718 |
122
+ | No log | 2.5818 | 142 | 0.6688 | 0.3050 | 0.6688 | 0.8178 |
123
+ | No log | 2.6182 | 144 | 0.6902 | 0.3817 | 0.6902 | 0.8308 |
124
+ | No log | 2.6545 | 146 | 0.7037 | 0.3471 | 0.7037 | 0.8388 |
125
+ | No log | 2.6909 | 148 | 0.6783 | 0.2857 | 0.6783 | 0.8236 |
126
+ | No log | 2.7273 | 150 | 0.6637 | 0.2270 | 0.6637 | 0.8147 |
127
+ | No log | 2.7636 | 152 | 0.6746 | 0.2405 | 0.6746 | 0.8214 |
128
+ | No log | 2.8 | 154 | 0.6949 | 0.2336 | 0.6949 | 0.8336 |
129
+ | No log | 2.8364 | 156 | 0.6933 | 0.2405 | 0.6933 | 0.8327 |
130
+ | No log | 2.8727 | 158 | 0.7088 | 0.2405 | 0.7088 | 0.8419 |
131
+ | No log | 2.9091 | 160 | 0.6796 | 0.2405 | 0.6796 | 0.8244 |
132
+ | No log | 2.9455 | 162 | 0.6841 | 0.2751 | 0.6841 | 0.8271 |
133
+ | No log | 2.9818 | 164 | 0.7368 | 0.1580 | 0.7368 | 0.8584 |
134
+ | No log | 3.0182 | 166 | 0.8747 | 0.2552 | 0.8747 | 0.9353 |
135
+ | No log | 3.0545 | 168 | 0.8862 | 0.2172 | 0.8862 | 0.9414 |
136
+ | No log | 3.0909 | 170 | 0.7898 | 0.2609 | 0.7898 | 0.8887 |
137
+ | No log | 3.1273 | 172 | 0.7607 | 0.2419 | 0.7607 | 0.8722 |
138
+ | No log | 3.1636 | 174 | 0.7146 | 0.2813 | 0.7146 | 0.8453 |
139
+ | No log | 3.2 | 176 | 0.6641 | 0.3081 | 0.6641 | 0.8149 |
140
+ | No log | 3.2364 | 178 | 0.6369 | 0.4224 | 0.6369 | 0.7981 |
141
+ | No log | 3.2727 | 180 | 0.6671 | 0.3462 | 0.6671 | 0.8168 |
142
+ | No log | 3.3091 | 182 | 0.7001 | 0.4821 | 0.7001 | 0.8367 |
143
+ | No log | 3.3455 | 184 | 0.6711 | 0.4349 | 0.6711 | 0.8192 |
144
+ | No log | 3.3818 | 186 | 0.6714 | 0.4635 | 0.6714 | 0.8194 |
145
+ | No log | 3.4182 | 188 | 0.6506 | 0.3861 | 0.6506 | 0.8066 |
146
+ | No log | 3.4545 | 190 | 0.6658 | 0.4644 | 0.6658 | 0.8160 |
147
+ | No log | 3.4909 | 192 | 0.6971 | 0.4702 | 0.6971 | 0.8349 |
148
+ | No log | 3.5273 | 194 | 0.6718 | 0.4093 | 0.6718 | 0.8197 |
149
+ | No log | 3.5636 | 196 | 0.6675 | 0.3914 | 0.6675 | 0.8170 |
150
+ | No log | 3.6 | 198 | 0.6221 | 0.4100 | 0.6221 | 0.7887 |
151
+ | No log | 3.6364 | 200 | 0.6024 | 0.3523 | 0.6024 | 0.7761 |
152
+ | No log | 3.6727 | 202 | 0.6008 | 0.3675 | 0.6008 | 0.7751 |
153
+ | No log | 3.7091 | 204 | 0.5985 | 0.3945 | 0.5985 | 0.7736 |
154
+ | No log | 3.7455 | 206 | 0.6014 | 0.4234 | 0.6014 | 0.7755 |
155
+ | No log | 3.7818 | 208 | 0.6143 | 0.4260 | 0.6143 | 0.7838 |
156
+ | No log | 3.8182 | 210 | 0.6454 | 0.4625 | 0.6454 | 0.8034 |
157
+ | No log | 3.8545 | 212 | 0.6316 | 0.4408 | 0.6316 | 0.7947 |
158
+ | No log | 3.8909 | 214 | 0.6014 | 0.4356 | 0.6014 | 0.7755 |
159
+ | No log | 3.9273 | 216 | 0.6157 | 0.4211 | 0.6157 | 0.7847 |
160
+ | No log | 3.9636 | 218 | 0.6583 | 0.4997 | 0.6583 | 0.8114 |
161
+ | No log | 4.0 | 220 | 0.6423 | 0.5127 | 0.6423 | 0.8014 |
162
+ | No log | 4.0364 | 222 | 0.6046 | 0.4504 | 0.6046 | 0.7776 |
163
+ | No log | 4.0727 | 224 | 0.6127 | 0.4845 | 0.6127 | 0.7827 |
164
+ | No log | 4.1091 | 226 | 0.6889 | 0.4646 | 0.6889 | 0.8300 |
165
+ | No log | 4.1455 | 228 | 0.6812 | 0.4665 | 0.6812 | 0.8253 |
166
+ | No log | 4.1818 | 230 | 0.6088 | 0.4292 | 0.6088 | 0.7803 |
167
+ | No log | 4.2182 | 232 | 0.5865 | 0.4217 | 0.5865 | 0.7658 |
168
+ | No log | 4.2545 | 234 | 0.5889 | 0.4337 | 0.5889 | 0.7674 |
169
+ | No log | 4.2909 | 236 | 0.6161 | 0.4534 | 0.6161 | 0.7849 |
170
+ | No log | 4.3273 | 238 | 0.6220 | 0.4534 | 0.6220 | 0.7887 |
171
+ | No log | 4.3636 | 240 | 0.6335 | 0.4157 | 0.6335 | 0.7959 |
172
+ | No log | 4.4 | 242 | 0.6565 | 0.4186 | 0.6565 | 0.8102 |
173
+ | No log | 4.4364 | 244 | 0.6517 | 0.4662 | 0.6517 | 0.8072 |
174
+ | No log | 4.4727 | 246 | 0.6345 | 0.5050 | 0.6345 | 0.7965 |
175
+ | No log | 4.5091 | 248 | 0.6448 | 0.4692 | 0.6448 | 0.8030 |
176
+ | No log | 4.5455 | 250 | 0.7356 | 0.4585 | 0.7356 | 0.8577 |
177
+ | No log | 4.5818 | 252 | 0.7362 | 0.4470 | 0.7362 | 0.8580 |
178
+ | No log | 4.6182 | 254 | 0.6529 | 0.4939 | 0.6529 | 0.8080 |
179
+ | No log | 4.6545 | 256 | 0.6093 | 0.4955 | 0.6093 | 0.7806 |
180
+ | No log | 4.6909 | 258 | 0.6379 | 0.3775 | 0.6379 | 0.7987 |
181
+ | No log | 4.7273 | 260 | 0.6827 | 0.4887 | 0.6827 | 0.8262 |
182
+ | No log | 4.7636 | 262 | 0.6270 | 0.4135 | 0.6270 | 0.7918 |
183
+ | No log | 4.8 | 264 | 0.5952 | 0.4581 | 0.5952 | 0.7715 |
184
+ | No log | 4.8364 | 266 | 0.6395 | 0.5513 | 0.6395 | 0.7997 |
185
+ | No log | 4.8727 | 268 | 0.6243 | 0.5779 | 0.6243 | 0.7901 |
186
+ | No log | 4.9091 | 270 | 0.5559 | 0.4866 | 0.5559 | 0.7456 |
187
+ | No log | 4.9455 | 272 | 0.5771 | 0.4448 | 0.5771 | 0.7597 |
188
+ | No log | 4.9818 | 274 | 0.5863 | 0.4186 | 0.5863 | 0.7657 |
189
+ | No log | 5.0182 | 276 | 0.5543 | 0.4953 | 0.5543 | 0.7445 |
190
+ | No log | 5.0545 | 278 | 0.5814 | 0.4595 | 0.5814 | 0.7625 |
191
+ | No log | 5.0909 | 280 | 0.5915 | 0.5065 | 0.5915 | 0.7691 |
192
+ | No log | 5.1273 | 282 | 0.5741 | 0.4869 | 0.5741 | 0.7577 |
193
+ | No log | 5.1636 | 284 | 0.5623 | 0.3964 | 0.5623 | 0.7499 |
194
+ | No log | 5.2 | 286 | 0.5797 | 0.4413 | 0.5797 | 0.7614 |
195
+ | No log | 5.2364 | 288 | 0.5806 | 0.4864 | 0.5806 | 0.7619 |
196
+ | No log | 5.2727 | 290 | 0.5912 | 0.4928 | 0.5912 | 0.7689 |
197
+ | No log | 5.3091 | 292 | 0.6112 | 0.4824 | 0.6112 | 0.7818 |
198
+ | No log | 5.3455 | 294 | 0.6258 | 0.5144 | 0.6258 | 0.7911 |
199
+ | No log | 5.3818 | 296 | 0.5925 | 0.4756 | 0.5925 | 0.7697 |
200
+ | No log | 5.4182 | 298 | 0.5678 | 0.4471 | 0.5678 | 0.7535 |
201
+ | No log | 5.4545 | 300 | 0.5942 | 0.3183 | 0.5942 | 0.7708 |
202
+ | No log | 5.4909 | 302 | 0.6219 | 0.2558 | 0.6219 | 0.7886 |
203
+ | No log | 5.5273 | 304 | 0.6014 | 0.3324 | 0.6014 | 0.7755 |
204
+ | No log | 5.5636 | 306 | 0.5879 | 0.4161 | 0.5879 | 0.7667 |
205
+ | No log | 5.6 | 308 | 0.5775 | 0.4338 | 0.5775 | 0.7599 |
206
+ | No log | 5.6364 | 310 | 0.5700 | 0.4878 | 0.5700 | 0.7550 |
207
+ | No log | 5.6727 | 312 | 0.5641 | 0.4059 | 0.5641 | 0.7511 |
208
+ | No log | 5.7091 | 314 | 0.5648 | 0.4059 | 0.5648 | 0.7515 |
209
+ | No log | 5.7455 | 316 | 0.5793 | 0.5075 | 0.5793 | 0.7611 |
210
+ | No log | 5.7818 | 318 | 0.5998 | 0.5483 | 0.5998 | 0.7745 |
211
+ | No log | 5.8182 | 320 | 0.6726 | 0.4477 | 0.6726 | 0.8201 |
212
+ | No log | 5.8545 | 322 | 0.7038 | 0.4444 | 0.7038 | 0.8389 |
213
+ | No log | 5.8909 | 324 | 0.6705 | 0.4778 | 0.6705 | 0.8188 |
214
+ | No log | 5.9273 | 326 | 0.6069 | 0.5649 | 0.6069 | 0.7791 |
215
+ | No log | 5.9636 | 328 | 0.5822 | 0.4838 | 0.5822 | 0.7630 |
216
+ | No log | 6.0 | 330 | 0.6088 | 0.5157 | 0.6088 | 0.7802 |
217
+ | No log | 6.0364 | 332 | 0.6226 | 0.5157 | 0.6226 | 0.7891 |
218
+ | No log | 6.0727 | 334 | 0.6106 | 0.4662 | 0.6106 | 0.7814 |
219
+ | No log | 6.1091 | 336 | 0.6001 | 0.4601 | 0.6001 | 0.7747 |
220
+ | No log | 6.1455 | 338 | 0.5766 | 0.4377 | 0.5766 | 0.7593 |
221
+ | No log | 6.1818 | 340 | 0.5768 | 0.4300 | 0.5768 | 0.7595 |
222
+ | No log | 6.2182 | 342 | 0.5776 | 0.4397 | 0.5776 | 0.7600 |
223
+ | No log | 6.2545 | 344 | 0.5824 | 0.4838 | 0.5824 | 0.7632 |
224
+ | No log | 6.2909 | 346 | 0.6155 | 0.4336 | 0.6155 | 0.7845 |
225
+ | No log | 6.3273 | 348 | 0.6231 | 0.4234 | 0.6231 | 0.7893 |
226
+ | No log | 6.3636 | 350 | 0.6042 | 0.4639 | 0.6042 | 0.7773 |
227
+ | No log | 6.4 | 352 | 0.6034 | 0.4703 | 0.6034 | 0.7768 |
228
+ | No log | 6.4364 | 354 | 0.6040 | 0.4703 | 0.6040 | 0.7772 |
229
+ | No log | 6.4727 | 356 | 0.5919 | 0.4949 | 0.5919 | 0.7693 |
230
+ | No log | 6.5091 | 358 | 0.5874 | 0.4819 | 0.5874 | 0.7664 |
231
+ | No log | 6.5455 | 360 | 0.6274 | 0.5561 | 0.6274 | 0.7921 |
232
+ | No log | 6.5818 | 362 | 0.6855 | 0.5208 | 0.6855 | 0.8280 |
233
+ | No log | 6.6182 | 364 | 0.6475 | 0.5595 | 0.6475 | 0.8047 |
234
+ | No log | 6.6545 | 366 | 0.5852 | 0.5477 | 0.5852 | 0.7650 |
235
+ | No log | 6.6909 | 368 | 0.5753 | 0.5840 | 0.5753 | 0.7585 |
236
+ | No log | 6.7273 | 370 | 0.5612 | 0.6210 | 0.5612 | 0.7491 |
237
+ | No log | 6.7636 | 372 | 0.5475 | 0.5549 | 0.5475 | 0.7399 |
238
+ | No log | 6.8 | 374 | 0.5515 | 0.5428 | 0.5515 | 0.7426 |
239
+ | No log | 6.8364 | 376 | 0.5748 | 0.4951 | 0.5748 | 0.7582 |
240
+ | No log | 6.8727 | 378 | 0.5785 | 0.5395 | 0.5785 | 0.7606 |
241
+ | No log | 6.9091 | 380 | 0.5447 | 0.4866 | 0.5447 | 0.7381 |
242
+ | No log | 6.9455 | 382 | 0.5744 | 0.5144 | 0.5744 | 0.7579 |
243
+ | No log | 6.9818 | 384 | 0.5994 | 0.4952 | 0.5994 | 0.7742 |
244
+ | No log | 7.0182 | 386 | 0.6426 | 0.4952 | 0.6426 | 0.8017 |
245
+ | No log | 7.0545 | 388 | 0.6215 | 0.4952 | 0.6215 | 0.7884 |
246
+ | No log | 7.0909 | 390 | 0.5787 | 0.4677 | 0.5787 | 0.7607 |
247
+ | No log | 7.1273 | 392 | 0.5636 | 0.5061 | 0.5636 | 0.7507 |
248
+ | No log | 7.1636 | 394 | 0.5613 | 0.4504 | 0.5613 | 0.7492 |
249
+ | No log | 7.2 | 396 | 0.5844 | 0.4562 | 0.5844 | 0.7645 |
250
+ | No log | 7.2364 | 398 | 0.5796 | 0.4644 | 0.5796 | 0.7613 |
251
+ | No log | 7.2727 | 400 | 0.5571 | 0.5050 | 0.5571 | 0.7464 |
252
+ | No log | 7.3091 | 402 | 0.5615 | 0.5109 | 0.5615 | 0.7494 |
253
+ | No log | 7.3455 | 404 | 0.5571 | 0.4924 | 0.5571 | 0.7464 |
254
+ | No log | 7.3818 | 406 | 0.5730 | 0.5009 | 0.5730 | 0.7569 |
255
+ | No log | 7.4182 | 408 | 0.6481 | 0.4459 | 0.6481 | 0.8050 |
256
+ | No log | 7.4545 | 410 | 0.6648 | 0.4926 | 0.6648 | 0.8153 |
257
+ | No log | 7.4909 | 412 | 0.6598 | 0.4986 | 0.6598 | 0.8123 |
258
+ | No log | 7.5273 | 414 | 0.5982 | 0.5357 | 0.5982 | 0.7734 |
259
+ | No log | 7.5636 | 416 | 0.5822 | 0.4719 | 0.5822 | 0.7630 |
260
+ | No log | 7.6 | 418 | 0.5805 | 0.4719 | 0.5805 | 0.7619 |
261
+ | No log | 7.6364 | 420 | 0.6093 | 0.4517 | 0.6093 | 0.7806 |
262
+ | No log | 7.6727 | 422 | 0.6613 | 0.4892 | 0.6613 | 0.8132 |
263
+ | No log | 7.7091 | 424 | 0.6596 | 0.4892 | 0.6596 | 0.8121 |
264
+ | No log | 7.7455 | 426 | 0.6195 | 0.4813 | 0.6195 | 0.7871 |
265
+ | No log | 7.7818 | 428 | 0.6260 | 0.5237 | 0.6260 | 0.7912 |
266
+ | No log | 7.8182 | 430 | 0.6521 | 0.5237 | 0.6521 | 0.8075 |
267
+ | No log | 7.8545 | 432 | 0.6580 | 0.5120 | 0.6580 | 0.8111 |
268
+ | No log | 7.8909 | 434 | 0.6651 | 0.5090 | 0.6651 | 0.8155 |
269
+ | No log | 7.9273 | 436 | 0.5995 | 0.4710 | 0.5995 | 0.7742 |
270
+ | No log | 7.9636 | 438 | 0.5681 | 0.5357 | 0.5681 | 0.7537 |
271
+ | No log | 8.0 | 440 | 0.5611 | 0.5021 | 0.5611 | 0.7491 |
272
+ | No log | 8.0364 | 442 | 0.5624 | 0.5089 | 0.5624 | 0.7499 |
273
+ | No log | 8.0727 | 444 | 0.5638 | 0.5089 | 0.5638 | 0.7509 |
274
+ | No log | 8.1091 | 446 | 0.5660 | 0.5323 | 0.5660 | 0.7524 |
275
+ | No log | 8.1455 | 448 | 0.5761 | 0.5517 | 0.5761 | 0.7590 |
276
+ | No log | 8.1818 | 450 | 0.5830 | 0.5272 | 0.5830 | 0.7635 |
277
+ | No log | 8.2182 | 452 | 0.5870 | 0.5272 | 0.5870 | 0.7661 |
278
+ | No log | 8.2545 | 454 | 0.5938 | 0.4458 | 0.5938 | 0.7706 |
279
+ | No log | 8.2909 | 456 | 0.5904 | 0.4848 | 0.5904 | 0.7684 |
280
+ | No log | 8.3273 | 458 | 0.5780 | 0.4898 | 0.5780 | 0.7603 |
281
+ | No log | 8.3636 | 460 | 0.5739 | 0.5353 | 0.5739 | 0.7575 |
282
+ | No log | 8.4 | 462 | 0.5685 | 0.5288 | 0.5685 | 0.7540 |
283
+ | No log | 8.4364 | 464 | 0.5693 | 0.4932 | 0.5693 | 0.7545 |
284
+ | No log | 8.4727 | 466 | 0.5889 | 0.5055 | 0.5889 | 0.7674 |
285
+ | No log | 8.5091 | 468 | 0.5858 | 0.5055 | 0.5858 | 0.7654 |
286
+ | No log | 8.5455 | 470 | 0.5632 | 0.5054 | 0.5632 | 0.7505 |
287
+ | No log | 8.5818 | 472 | 0.5663 | 0.5134 | 0.5663 | 0.7525 |
288
+ | No log | 8.6182 | 474 | 0.5816 | 0.5368 | 0.5816 | 0.7626 |
289
+ | No log | 8.6545 | 476 | 0.5726 | 0.5244 | 0.5726 | 0.7567 |
290
+ | No log | 8.6909 | 478 | 0.5827 | 0.5563 | 0.5827 | 0.7633 |
291
+ | No log | 8.7273 | 480 | 0.6348 | 0.4933 | 0.6348 | 0.7967 |
292
+ | No log | 8.7636 | 482 | 0.7713 | 0.5242 | 0.7713 | 0.8783 |
293
+ | No log | 8.8 | 484 | 0.8418 | 0.4023 | 0.8418 | 0.9175 |
294
+ | No log | 8.8364 | 486 | 0.7576 | 0.4809 | 0.7576 | 0.8704 |
295
+ | No log | 8.8727 | 488 | 0.6150 | 0.5421 | 0.6150 | 0.7842 |
296
+ | No log | 8.9091 | 490 | 0.5690 | 0.4681 | 0.5690 | 0.7543 |
297
+ | No log | 8.9455 | 492 | 0.6172 | 0.3918 | 0.6172 | 0.7856 |
298
+ | No log | 8.9818 | 494 | 0.6527 | 0.3789 | 0.6527 | 0.8079 |
299
+ | No log | 9.0182 | 496 | 0.6587 | 0.3789 | 0.6587 | 0.8116 |
300
+ | No log | 9.0545 | 498 | 0.6443 | 0.3629 | 0.6443 | 0.8027 |
301
+ | 0.3485 | 9.0909 | 500 | 0.6309 | 0.2852 | 0.6309 | 0.7943 |
302
+ | 0.3485 | 9.1273 | 502 | 0.6162 | 0.3502 | 0.6162 | 0.7850 |
303
+ | 0.3485 | 9.1636 | 504 | 0.6088 | 0.4596 | 0.6088 | 0.7802 |
304
+ | 0.3485 | 9.2 | 506 | 0.6026 | 0.4788 | 0.6026 | 0.7763 |
305
+ | 0.3485 | 9.2364 | 508 | 0.6478 | 0.4652 | 0.6478 | 0.8049 |
306
+ | 0.3485 | 9.2727 | 510 | 0.6865 | 0.4545 | 0.6865 | 0.8286 |
307
+ | 0.3485 | 9.3091 | 512 | 0.6881 | 0.4756 | 0.6881 | 0.8295 |
308
+ | 0.3485 | 9.3455 | 514 | 0.6451 | 0.5106 | 0.6451 | 0.8032 |
309
+ | 0.3485 | 9.3818 | 516 | 0.5930 | 0.4972 | 0.5930 | 0.7700 |
310
+ | 0.3485 | 9.4182 | 518 | 0.5874 | 0.5003 | 0.5874 | 0.7664 |
311
+ | 0.3485 | 9.4545 | 520 | 0.6158 | 0.4356 | 0.6158 | 0.7847 |
312
+ | 0.3485 | 9.4909 | 522 | 0.6151 | 0.3425 | 0.6151 | 0.7843 |
313
+ | 0.3485 | 9.5273 | 524 | 0.5975 | 0.3425 | 0.5975 | 0.7730 |
314
+ | 0.3485 | 9.5636 | 526 | 0.5910 | 0.2717 | 0.5910 | 0.7688 |
315
+ | 0.3485 | 9.6 | 528 | 0.5727 | 0.3183 | 0.5727 | 0.7568 |
316
+ | 0.3485 | 9.6364 | 530 | 0.5614 | 0.3964 | 0.5614 | 0.7493 |
317
+ | 0.3485 | 9.6727 | 532 | 0.5673 | 0.4918 | 0.5673 | 0.7532 |
318
+ | 0.3485 | 9.7091 | 534 | 0.5875 | 0.4960 | 0.5875 | 0.7665 |
319
+ | 0.3485 | 9.7455 | 536 | 0.6255 | 0.5106 | 0.6255 | 0.7909 |
320
+ | 0.3485 | 9.7818 | 538 | 0.6595 | 0.4477 | 0.6595 | 0.8121 |
321
+ | 0.3485 | 9.8182 | 540 | 0.6450 | 0.4723 | 0.6450 | 0.8031 |
322
+ | 0.3485 | 9.8545 | 542 | 0.5973 | 0.5074 | 0.5973 | 0.7729 |
323
+ | 0.3485 | 9.8909 | 544 | 0.5632 | 0.4942 | 0.5632 | 0.7505 |
324
+ | 0.3485 | 9.9273 | 546 | 0.5502 | 0.4809 | 0.5502 | 0.7418 |
325
+ | 0.3485 | 9.9636 | 548 | 0.5480 | 0.4809 | 0.5480 | 0.7402 |
326
+ | 0.3485 | 10.0 | 550 | 0.5476 | 0.4809 | 0.5476 | 0.7400 |
327
+ | 0.3485 | 10.0364 | 552 | 0.5513 | 0.4547 | 0.5513 | 0.7425 |
328
+ | 0.3485 | 10.0727 | 554 | 0.5578 | 0.4809 | 0.5578 | 0.7469 |
329
+ | 0.3485 | 10.1091 | 556 | 0.5661 | 0.4809 | 0.5661 | 0.7524 |
330
+ | 0.3485 | 10.1455 | 558 | 0.5812 | 0.5171 | 0.5812 | 0.7624 |
331
+ | 0.3485 | 10.1818 | 560 | 0.6137 | 0.5195 | 0.6137 | 0.7834 |
332
+ | 0.3485 | 10.2182 | 562 | 0.6193 | 0.5195 | 0.6193 | 0.7870 |
333
+ | 0.3485 | 10.2545 | 564 | 0.6154 | 0.4697 | 0.6154 | 0.7845 |
334
+ | 0.3485 | 10.2909 | 566 | 0.6588 | 0.4879 | 0.6588 | 0.8116 |
335
+ | 0.3485 | 10.3273 | 568 | 0.7272 | 0.4952 | 0.7272 | 0.8528 |
336
+ | 0.3485 | 10.3636 | 570 | 0.7038 | 0.4436 | 0.7038 | 0.8390 |
337
+ | 0.3485 | 10.4 | 572 | 0.6244 | 0.5050 | 0.6244 | 0.7902 |
338
+ | 0.3485 | 10.4364 | 574 | 0.5926 | 0.5143 | 0.5926 | 0.7698 |
339
+ | 0.3485 | 10.4727 | 576 | 0.6291 | 0.5571 | 0.6291 | 0.7932 |
340
+ | 0.3485 | 10.5091 | 578 | 0.6417 | 0.4507 | 0.6417 | 0.8011 |
341
+ | 0.3485 | 10.5455 | 580 | 0.6127 | 0.5397 | 0.6127 | 0.7828 |
342
+ | 0.3485 | 10.5818 | 582 | 0.6065 | 0.3915 | 0.6065 | 0.7788 |
343
+ | 0.3485 | 10.6182 | 584 | 0.6540 | 0.4007 | 0.6540 | 0.8087 |
344
+ | 0.3485 | 10.6545 | 586 | 0.7172 | 0.3822 | 0.7172 | 0.8469 |
345
+ | 0.3485 | 10.6909 | 588 | 0.7118 | 0.4444 | 0.7118 | 0.8437 |
346
+ | 0.3485 | 10.7273 | 590 | 0.6796 | 0.3746 | 0.6796 | 0.8244 |
347
+ | 0.3485 | 10.7636 | 592 | 0.6354 | 0.3441 | 0.6354 | 0.7971 |
348
+ | 0.3485 | 10.8 | 594 | 0.6094 | 0.3504 | 0.6094 | 0.7807 |
349
+ | 0.3485 | 10.8364 | 596 | 0.6082 | 0.3862 | 0.6082 | 0.7798 |
350
+ | 0.3485 | 10.8727 | 598 | 0.6113 | 0.5171 | 0.6113 | 0.7818 |
351
+ | 0.3485 | 10.9091 | 600 | 0.6132 | 0.5171 | 0.6132 | 0.7831 |
352
+ | 0.3485 | 10.9455 | 602 | 0.6022 | 0.4762 | 0.6022 | 0.7760 |
353
+ | 0.3485 | 10.9818 | 604 | 0.5982 | 0.5171 | 0.5982 | 0.7735 |
354
+ | 0.3485 | 11.0182 | 606 | 0.5962 | 0.3886 | 0.5962 | 0.7722 |
355
+ | 0.3485 | 11.0545 | 608 | 0.6060 | 0.4077 | 0.6060 | 0.7785 |
356
+ | 0.3485 | 11.0909 | 610 | 0.6209 | 0.3041 | 0.6209 | 0.7880 |
357
+ | 0.3485 | 11.1273 | 612 | 0.6342 | 0.3445 | 0.6342 | 0.7964 |
358
+ | 0.3485 | 11.1636 | 614 | 0.6442 | 0.4124 | 0.6442 | 0.8026 |
359
+ | 0.3485 | 11.2 | 616 | 0.6843 | 0.3368 | 0.6843 | 0.8272 |
360
+ | 0.3485 | 11.2364 | 618 | 0.7393 | 0.4057 | 0.7393 | 0.8598 |
361
+ | 0.3485 | 11.2727 | 620 | 0.7146 | 0.5339 | 0.7146 | 0.8454 |
362
+ | 0.3485 | 11.3091 | 622 | 0.6406 | 0.4254 | 0.6406 | 0.8004 |
363
+ | 0.3485 | 11.3455 | 624 | 0.5996 | 0.3658 | 0.5996 | 0.7743 |
364
+ | 0.3485 | 11.3818 | 626 | 0.5975 | 0.4915 | 0.5975 | 0.7730 |
365
+ | 0.3485 | 11.4182 | 628 | 0.6313 | 0.5090 | 0.6313 | 0.7945 |
366
+ | 0.3485 | 11.4545 | 630 | 0.6512 | 0.5106 | 0.6512 | 0.8070 |
367
+ | 0.3485 | 11.4909 | 632 | 0.6421 | 0.4952 | 0.6421 | 0.8013 |
368
+ | 0.3485 | 11.5273 | 634 | 0.6123 | 0.4960 | 0.6123 | 0.7825 |
369
+ | 0.3485 | 11.5636 | 636 | 0.5988 | 0.4190 | 0.5988 | 0.7738 |
370
+ | 0.3485 | 11.6 | 638 | 0.5992 | 0.4657 | 0.5992 | 0.7741 |
371
+ | 0.3485 | 11.6364 | 640 | 0.5998 | 0.4287 | 0.5998 | 0.7744 |
372
+ | 0.3485 | 11.6727 | 642 | 0.5983 | 0.4205 | 0.5983 | 0.7735 |
373
+ | 0.3485 | 11.7091 | 644 | 0.5961 | 0.4205 | 0.5961 | 0.7721 |
374
+ | 0.3485 | 11.7455 | 646 | 0.5986 | 0.3862 | 0.5986 | 0.7737 |
375
+ | 0.3485 | 11.7818 | 648 | 0.6510 | 0.4759 | 0.6510 | 0.8068 |
376
+ | 0.3485 | 11.8182 | 650 | 0.6907 | 0.4369 | 0.6907 | 0.8311 |
377
+ | 0.3485 | 11.8545 | 652 | 0.6667 | 0.4920 | 0.6667 | 0.8165 |
378
+ | 0.3485 | 11.8909 | 654 | 0.6277 | 0.4336 | 0.6277 | 0.7923 |
379
+ | 0.3485 | 11.9273 | 656 | 0.6173 | 0.3970 | 0.6173 | 0.7857 |
380
+ | 0.3485 | 11.9636 | 658 | 0.6248 | 0.3970 | 0.6248 | 0.7904 |
381
+ | 0.3485 | 12.0 | 660 | 0.6375 | 0.3675 | 0.6375 | 0.7985 |
382
+ | 0.3485 | 12.0364 | 662 | 0.6510 | 0.3945 | 0.6510 | 0.8069 |
383
+ | 0.3485 | 12.0727 | 664 | 0.6688 | 0.3976 | 0.6688 | 0.8178 |
384
+ | 0.3485 | 12.1091 | 666 | 0.6734 | 0.4076 | 0.6734 | 0.8206 |
385
+ | 0.3485 | 12.1455 | 668 | 0.6560 | 0.4081 | 0.6560 | 0.8099 |
386
+ | 0.3485 | 12.1818 | 670 | 0.6232 | 0.3864 | 0.6232 | 0.7895 |
387
+ | 0.3485 | 12.2182 | 672 | 0.5940 | 0.4419 | 0.5940 | 0.7707 |
388
+ | 0.3485 | 12.2545 | 674 | 0.5915 | 0.4934 | 0.5915 | 0.7691 |
389
+ | 0.3485 | 12.2909 | 676 | 0.5943 | 0.5413 | 0.5943 | 0.7709 |
390
+ | 0.3485 | 12.3273 | 678 | 0.6035 | 0.4883 | 0.6035 | 0.7768 |
391
+ | 0.3485 | 12.3636 | 680 | 0.5955 | 0.5143 | 0.5955 | 0.7717 |
392
+ | 0.3485 | 12.4 | 682 | 0.5845 | 0.4463 | 0.5845 | 0.7646 |
393
+ | 0.3485 | 12.4364 | 684 | 0.6006 | 0.4514 | 0.6006 | 0.7750 |
394
+ | 0.3485 | 12.4727 | 686 | 0.6081 | 0.4257 | 0.6081 | 0.7798 |
395
+ | 0.3485 | 12.5091 | 688 | 0.6127 | 0.4013 | 0.6127 | 0.7828 |
396
+ | 0.3485 | 12.5455 | 690 | 0.6005 | 0.4535 | 0.6005 | 0.7749 |
397
+ | 0.3485 | 12.5818 | 692 | 0.5942 | 0.4722 | 0.5942 | 0.7709 |
398
+ | 0.3485 | 12.6182 | 694 | 0.5977 | 0.5373 | 0.5977 | 0.7731 |
399
+ | 0.3485 | 12.6545 | 696 | 0.5947 | 0.4973 | 0.5947 | 0.7712 |
400
+ | 0.3485 | 12.6909 | 698 | 0.6049 | 0.4830 | 0.6049 | 0.7778 |
401
+ | 0.3485 | 12.7273 | 700 | 0.6247 | 0.4374 | 0.6247 | 0.7904 |
402
+ | 0.3485 | 12.7636 | 702 | 0.6217 | 0.4605 | 0.6217 | 0.7885 |
403
+ | 0.3485 | 12.8 | 704 | 0.6083 | 0.5047 | 0.6083 | 0.7799 |
404
+ | 0.3485 | 12.8364 | 706 | 0.5927 | 0.4495 | 0.5927 | 0.7699 |
405
+ | 0.3485 | 12.8727 | 708 | 0.5969 | 0.4928 | 0.5969 | 0.7726 |
406
+ | 0.3485 | 12.9091 | 710 | 0.5928 | 0.5201 | 0.5928 | 0.7699 |
407
+ | 0.3485 | 12.9455 | 712 | 0.5999 | 0.5047 | 0.5999 | 0.7745 |
408
+ | 0.3485 | 12.9818 | 714 | 0.6447 | 0.4845 | 0.6447 | 0.8029 |
409
+ | 0.3485 | 13.0182 | 716 | 0.6549 | 0.4845 | 0.6549 | 0.8093 |
410
+ | 0.3485 | 13.0545 | 718 | 0.6222 | 0.5072 | 0.6222 | 0.7888 |
411
+ | 0.3485 | 13.0909 | 720 | 0.5916 | 0.4640 | 0.5916 | 0.7692 |
412
+ | 0.3485 | 13.1273 | 722 | 0.5963 | 0.4343 | 0.5963 | 0.7722 |
413
+ | 0.3485 | 13.1636 | 724 | 0.6041 | 0.4486 | 0.6041 | 0.7773 |
414
+ | 0.3485 | 13.2 | 726 | 0.6283 | 0.4806 | 0.6283 | 0.7927 |
415
+ | 0.3485 | 13.2364 | 728 | 0.6436 | 0.4522 | 0.6436 | 0.8023 |
416
+ | 0.3485 | 13.2727 | 730 | 0.6264 | 0.4592 | 0.6264 | 0.7914 |
417
+ | 0.3485 | 13.3091 | 732 | 0.5928 | 0.4125 | 0.5928 | 0.7699 |
418
+ | 0.3485 | 13.3455 | 734 | 0.5836 | 0.4013 | 0.5836 | 0.7639 |
419
+ | 0.3485 | 13.3818 | 736 | 0.6087 | 0.4854 | 0.6087 | 0.7802 |
420
+ | 0.3485 | 13.4182 | 738 | 0.6600 | 0.4759 | 0.6600 | 0.8124 |
421
+ | 0.3485 | 13.4545 | 740 | 0.6433 | 0.4389 | 0.6433 | 0.8021 |
422
+ | 0.3485 | 13.4909 | 742 | 0.6002 | 0.3713 | 0.6002 | 0.7747 |
423
+ | 0.3485 | 13.5273 | 744 | 0.5735 | 0.3837 | 0.5735 | 0.7573 |
424
+ | 0.3485 | 13.5636 | 746 | 0.5758 | 0.4634 | 0.5758 | 0.7588 |
425
+ | 0.3485 | 13.6 | 748 | 0.5752 | 0.3577 | 0.5752 | 0.7584 |
426
+ | 0.3485 | 13.6364 | 750 | 0.5792 | 0.3577 | 0.5792 | 0.7611 |
427
+ | 0.3485 | 13.6727 | 752 | 0.5995 | 0.3482 | 0.5995 | 0.7743 |
428
+ | 0.3485 | 13.7091 | 754 | 0.6016 | 0.3482 | 0.6016 | 0.7756 |
429
+ | 0.3485 | 13.7455 | 756 | 0.5846 | 0.2907 | 0.5846 | 0.7646 |
430
+ | 0.3485 | 13.7818 | 758 | 0.5788 | 0.3324 | 0.5788 | 0.7608 |
431
+ | 0.3485 | 13.8182 | 760 | 0.5822 | 0.2907 | 0.5822 | 0.7630 |
432
+ | 0.3485 | 13.8545 | 762 | 0.5886 | 0.3340 | 0.5886 | 0.7672 |
433
+ | 0.3485 | 13.8909 | 764 | 0.5911 | 0.3340 | 0.5911 | 0.7688 |
434
+ | 0.3485 | 13.9273 | 766 | 0.6001 | 0.3723 | 0.6001 | 0.7747 |
435
+ | 0.3485 | 13.9636 | 768 | 0.6108 | 0.3950 | 0.6108 | 0.7816 |
436
+ | 0.3485 | 14.0 | 770 | 0.6001 | 0.3723 | 0.6001 | 0.7746 |
437
+ | 0.3485 | 14.0364 | 772 | 0.5860 | 0.3340 | 0.5860 | 0.7655 |
438
+ | 0.3485 | 14.0727 | 774 | 0.5871 | 0.3625 | 0.5871 | 0.7662 |
439
+ | 0.3485 | 14.1091 | 776 | 0.5834 | 0.3625 | 0.5834 | 0.7638 |
440
+ | 0.3485 | 14.1455 | 778 | 0.5797 | 0.3478 | 0.5797 | 0.7614 |
441
+ | 0.3485 | 14.1818 | 780 | 0.5872 | 0.3864 | 0.5872 | 0.7663 |
442
+ | 0.3485 | 14.2182 | 782 | 0.5991 | 0.4302 | 0.5991 | 0.7740 |
443
+ | 0.3485 | 14.2545 | 784 | 0.5902 | 0.4302 | 0.5902 | 0.7683 |
444
+ | 0.3485 | 14.2909 | 786 | 0.5728 | 0.4300 | 0.5728 | 0.7568 |
445
+ | 0.3485 | 14.3273 | 788 | 0.5824 | 0.5373 | 0.5824 | 0.7631 |
446
+ | 0.3485 | 14.3636 | 790 | 0.5858 | 0.5373 | 0.5858 | 0.7654 |
447
+ | 0.3485 | 14.4 | 792 | 0.5812 | 0.4738 | 0.5812 | 0.7624 |
448
+ | 0.3485 | 14.4364 | 794 | 0.6014 | 0.4532 | 0.6014 | 0.7755 |
449
+ | 0.3485 | 14.4727 | 796 | 0.6278 | 0.4065 | 0.6278 | 0.7924 |
450
+ | 0.3485 | 14.5091 | 798 | 0.6459 | 0.3930 | 0.6459 | 0.8037 |
451
+ | 0.3485 | 14.5455 | 800 | 0.6810 | 0.3930 | 0.6810 | 0.8252 |
452
+ | 0.3485 | 14.5818 | 802 | 0.7525 | 0.4556 | 0.7525 | 0.8674 |
453
+ | 0.3485 | 14.6182 | 804 | 0.7437 | 0.4556 | 0.7437 | 0.8624 |
454
+ | 0.3485 | 14.6545 | 806 | 0.6910 | 0.3930 | 0.6910 | 0.8313 |
455
+ | 0.3485 | 14.6909 | 808 | 0.6337 | 0.3656 | 0.6337 | 0.7960 |
456
+ | 0.3485 | 14.7273 | 810 | 0.6023 | 0.3762 | 0.6023 | 0.7761 |
457
+ | 0.3485 | 14.7636 | 812 | 0.6010 | 0.4137 | 0.6010 | 0.7752 |
458
+ | 0.3485 | 14.8 | 814 | 0.6006 | 0.4423 | 0.6006 | 0.7750 |
459
+ | 0.3485 | 14.8364 | 816 | 0.6041 | 0.4615 | 0.6041 | 0.7772 |
460
+ | 0.3485 | 14.8727 | 818 | 0.6110 | 0.4615 | 0.6110 | 0.7816 |
461
+ | 0.3485 | 14.9091 | 820 | 0.6099 | 0.4757 | 0.6099 | 0.7810 |
462
+ | 0.3485 | 14.9455 | 822 | 0.6163 | 0.4789 | 0.6163 | 0.7850 |
463
+ | 0.3485 | 14.9818 | 824 | 0.6237 | 0.4822 | 0.6237 | 0.7897 |
464
+ | 0.3485 | 15.0182 | 826 | 0.6382 | 0.4609 | 0.6382 | 0.7989 |
465
+ | 0.3485 | 15.0545 | 828 | 0.6256 | 0.4017 | 0.6256 | 0.7909 |
466
+ | 0.3485 | 15.0909 | 830 | 0.6037 | 0.4715 | 0.6037 | 0.7770 |
467
+ | 0.3485 | 15.1273 | 832 | 0.5948 | 0.4661 | 0.5948 | 0.7712 |
468
+ | 0.3485 | 15.1636 | 834 | 0.5966 | 0.4848 | 0.5966 | 0.7724 |
469
+ | 0.3485 | 15.2 | 836 | 0.5996 | 0.4696 | 0.5996 | 0.7744 |
470
+ | 0.3485 | 15.2364 | 838 | 0.6041 | 0.4221 | 0.6041 | 0.7772 |
471
+ | 0.3485 | 15.2727 | 840 | 0.6179 | 0.3971 | 0.6179 | 0.7861 |
472
+ | 0.3485 | 15.3091 | 842 | 0.6264 | 0.3971 | 0.6264 | 0.7915 |
473
+ | 0.3485 | 15.3455 | 844 | 0.6195 | 0.3991 | 0.6195 | 0.7871 |
474
+ | 0.3485 | 15.3818 | 846 | 0.6169 | 0.4625 | 0.6169 | 0.7854 |
475
+ | 0.3485 | 15.4182 | 848 | 0.6301 | 0.4880 | 0.6301 | 0.7938 |
476
+ | 0.3485 | 15.4545 | 850 | 0.6286 | 0.5383 | 0.6286 | 0.7928 |
477
+ | 0.3485 | 15.4909 | 852 | 0.6040 | 0.4991 | 0.6040 | 0.7772 |
478
+ | 0.3485 | 15.5273 | 854 | 0.5931 | 0.4719 | 0.5931 | 0.7701 |
479
+ | 0.3485 | 15.5636 | 856 | 0.6196 | 0.4017 | 0.6196 | 0.7872 |
480
+ | 0.3485 | 15.6 | 858 | 0.6644 | 0.3754 | 0.6644 | 0.8151 |
481
+ | 0.3485 | 15.6364 | 860 | 0.6842 | 0.3754 | 0.6842 | 0.8272 |
482
+ | 0.3485 | 15.6727 | 862 | 0.6564 | 0.3526 | 0.6564 | 0.8102 |
483
+ | 0.3485 | 15.7091 | 864 | 0.6196 | 0.3713 | 0.6196 | 0.7872 |
484
+ | 0.3485 | 15.7455 | 866 | 0.6156 | 0.4103 | 0.6156 | 0.7846 |
485
+ | 0.3485 | 15.7818 | 868 | 0.6393 | 0.3775 | 0.6393 | 0.7996 |
486
+ | 0.3485 | 15.8182 | 870 | 0.6695 | 0.3526 | 0.6695 | 0.8182 |
487
+ | 0.3485 | 15.8545 | 872 | 0.6982 | 0.4144 | 0.6982 | 0.8356 |
488
+ | 0.3485 | 15.8909 | 874 | 0.6722 | 0.3526 | 0.6722 | 0.8199 |
489
+ | 0.3485 | 15.9273 | 876 | 0.6508 | 0.4135 | 0.6508 | 0.8067 |
490
+ | 0.3485 | 15.9636 | 878 | 0.6311 | 0.3885 | 0.6311 | 0.7944 |
491
+ | 0.3485 | 16.0 | 880 | 0.6224 | 0.4475 | 0.6224 | 0.7889 |
492
+ | 0.3485 | 16.0364 | 882 | 0.6223 | 0.3837 | 0.6223 | 0.7889 |
493
+ | 0.3485 | 16.0727 | 884 | 0.6180 | 0.3144 | 0.6180 | 0.7862 |
494
+ | 0.3485 | 16.1091 | 886 | 0.6153 | 0.3677 | 0.6153 | 0.7844 |
495
+ | 0.3485 | 16.1455 | 888 | 0.6188 | 0.3677 | 0.6188 | 0.7866 |
496
+ | 0.3485 | 16.1818 | 890 | 0.6238 | 0.4505 | 0.6238 | 0.7898 |
497
+ | 0.3485 | 16.2182 | 892 | 0.6304 | 0.4240 | 0.6304 | 0.7940 |
498
+ | 0.3485 | 16.2545 | 894 | 0.6351 | 0.4402 | 0.6351 | 0.7969 |
499
+ | 0.3485 | 16.2909 | 896 | 0.6485 | 0.3762 | 0.6485 | 0.8053 |
500
+ | 0.3485 | 16.3273 | 898 | 0.6730 | 0.4251 | 0.6730 | 0.8204 |
501
+ | 0.3485 | 16.3636 | 900 | 0.6735 | 0.4539 | 0.6735 | 0.8206 |
502
+ | 0.3485 | 16.4 | 902 | 0.6516 | 0.4036 | 0.6516 | 0.8072 |
503
+ | 0.3485 | 16.4364 | 904 | 0.6391 | 0.4300 | 0.6391 | 0.7994 |
504
+ | 0.3485 | 16.4727 | 906 | 0.6323 | 0.4278 | 0.6323 | 0.7952 |
505
+ | 0.3485 | 16.5091 | 908 | 0.6320 | 0.3618 | 0.6320 | 0.7950 |
506
+ | 0.3485 | 16.5455 | 910 | 0.6376 | 0.4428 | 0.6376 | 0.7985 |
507
+ | 0.3485 | 16.5818 | 912 | 0.6285 | 0.4315 | 0.6285 | 0.7928 |
508
+ | 0.3485 | 16.6182 | 914 | 0.6135 | 0.4234 | 0.6135 | 0.7833 |
509
+ | 0.3485 | 16.6545 | 916 | 0.5874 | 0.3618 | 0.5874 | 0.7664 |
510
+ | 0.3485 | 16.6909 | 918 | 0.5749 | 0.4701 | 0.5749 | 0.7582 |
511
+ | 0.3485 | 16.7273 | 920 | 0.5677 | 0.5734 | 0.5677 | 0.7535 |
512
+ | 0.3485 | 16.7636 | 922 | 0.5667 | 0.5184 | 0.5667 | 0.7528 |
513
+ | 0.3485 | 16.8 | 924 | 0.5659 | 0.5368 | 0.5659 | 0.7523 |
514
+ | 0.3485 | 16.8364 | 926 | 0.5649 | 0.5551 | 0.5649 | 0.7516 |
515
+ | 0.3485 | 16.8727 | 928 | 0.5742 | 0.5363 | 0.5742 | 0.7577 |
516
+ | 0.3485 | 16.9091 | 930 | 0.5983 | 0.5363 | 0.5983 | 0.7735 |
517
+ | 0.3485 | 16.9455 | 932 | 0.5933 | 0.5551 | 0.5933 | 0.7703 |
518
+ | 0.3485 | 16.9818 | 934 | 0.5839 | 0.5947 | 0.5839 | 0.7641 |
519
+ | 0.3485 | 17.0182 | 936 | 0.5903 | 0.5860 | 0.5903 | 0.7683 |
520
+ | 0.3485 | 17.0545 | 938 | 0.5899 | 0.5524 | 0.5899 | 0.7680 |
521
+ | 0.3485 | 17.0909 | 940 | 0.5840 | 0.5841 | 0.5840 | 0.7642 |
522
+ | 0.3485 | 17.1273 | 942 | 0.5669 | 0.5831 | 0.5669 | 0.7529 |
523
+ | 0.3485 | 17.1636 | 944 | 0.5568 | 0.5340 | 0.5568 | 0.7462 |
524
+ | 0.3485 | 17.2 | 946 | 0.5625 | 0.4278 | 0.5625 | 0.7500 |
525
+ | 0.3485 | 17.2364 | 948 | 0.5675 | 0.4278 | 0.5675 | 0.7533 |
526
+ | 0.3485 | 17.2727 | 950 | 0.5735 | 0.4278 | 0.5735 | 0.7573 |
527
+ | 0.3485 | 17.3091 | 952 | 0.5709 | 0.4278 | 0.5709 | 0.7556 |
528
+ | 0.3485 | 17.3455 | 954 | 0.5693 | 0.5286 | 0.5693 | 0.7545 |
529
+ | 0.3485 | 17.3818 | 956 | 0.5811 | 0.5446 | 0.5811 | 0.7623 |
530
+ | 0.3485 | 17.4182 | 958 | 0.5925 | 0.5231 | 0.5925 | 0.7697 |
531
+ | 0.3485 | 17.4545 | 960 | 0.6035 | 0.5414 | 0.6035 | 0.7768 |
532
+ | 0.3485 | 17.4909 | 962 | 0.5988 | 0.4656 | 0.5988 | 0.7738 |
533
+ | 0.3485 | 17.5273 | 964 | 0.5971 | 0.4742 | 0.5971 | 0.7727 |
534
+ | 0.3485 | 17.5636 | 966 | 0.5921 | 0.4617 | 0.5921 | 0.7695 |
535
+ | 0.3485 | 17.6 | 968 | 0.5984 | 0.4278 | 0.5984 | 0.7736 |
536
+ | 0.3485 | 17.6364 | 970 | 0.5968 | 0.4377 | 0.5968 | 0.7725 |
537
+ | 0.3485 | 17.6727 | 972 | 0.5871 | 0.4278 | 0.5871 | 0.7662 |
538
+ | 0.3485 | 17.7091 | 974 | 0.5789 | 0.4475 | 0.5789 | 0.7608 |
539
+ | 0.3485 | 17.7455 | 976 | 0.5752 | 0.4801 | 0.5752 | 0.7584 |
540
+ | 0.3485 | 17.7818 | 978 | 0.5708 | 0.4866 | 0.5708 | 0.7555 |
541
+ | 0.3485 | 17.8182 | 980 | 0.5732 | 0.4535 | 0.5732 | 0.7571 |
542
+ | 0.3485 | 17.8545 | 982 | 0.5715 | 0.5107 | 0.5715 | 0.7560 |
543
+ | 0.3485 | 17.8909 | 984 | 0.5768 | 0.4885 | 0.5768 | 0.7595 |
544
+ | 0.3485 | 17.9273 | 986 | 0.5848 | 0.5244 | 0.5848 | 0.7647 |
545
+ | 0.3485 | 17.9636 | 988 | 0.5767 | 0.5334 | 0.5767 | 0.7594 |
546
+ | 0.3485 | 18.0 | 990 | 0.5699 | 0.5479 | 0.5699 | 0.7549 |
547
+ | 0.3485 | 18.0364 | 992 | 0.5692 | 0.5586 | 0.5692 | 0.7545 |
548
+ | 0.3485 | 18.0727 | 994 | 0.5668 | 0.5840 | 0.5668 | 0.7528 |
549
+ | 0.3485 | 18.1091 | 996 | 0.5679 | 0.6057 | 0.5679 | 0.7536 |
550
+ | 0.3485 | 18.1455 | 998 | 0.5693 | 0.6057 | 0.5693 | 0.7545 |
551
+ | 0.0727 | 18.1818 | 1000 | 0.5763 | 0.5692 | 0.5763 | 0.7591 |
552
+ | 0.0727 | 18.2182 | 1002 | 0.5881 | 0.5156 | 0.5881 | 0.7669 |
553
+ | 0.0727 | 18.2545 | 1004 | 0.5846 | 0.5433 | 0.5846 | 0.7646 |
554
+ | 0.0727 | 18.2909 | 1006 | 0.5725 | 0.5476 | 0.5725 | 0.7567 |
555
+ | 0.0727 | 18.3273 | 1008 | 0.5738 | 0.5269 | 0.5738 | 0.7575 |
556
+ | 0.0727 | 18.3636 | 1010 | 0.5811 | 0.5518 | 0.5811 | 0.7623 |
557
 
558
 
559
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a4a354ea6a4fcf4452af7493336d568f38ebbff6d658f3e70792eaff071d0a49
3
  size 540799996
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:aed22ae1e2610aa16c7878615dd08d6065fe249dcbc4b787b2f47acf4283d99f
3
  size 540799996
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:890cc28416815a00820facad6007067e0a16607d38690ebcfc8c00d0a0b8bd28
3
  size 5304
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6c795ce170fefde9b812d461c4a90ebde8e52aff78747249eac7cb7abae66210
3
  size 5304