Hugging Face's logo

mnavas
/
beto-finetuned-token-reqadjzar

Token Classification
Transformers
PyTorch
TensorBoard
bert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
María Navas Loro commited on
Commit
f42ec53
•
1 Parent(s): 3c92f4c

update model card README.md

Browse files
Files changed (1) hide show
  1. README.md +206 -206
README.md CHANGED
@@ -18,11 +18,11 @@ should probably proofread and complete it, then remove this comment. -->
18
 
19
  This model is a fine-tuned version of [dccuchile/bert-base-spanish-wwm-cased](https://huggingface.co/dccuchile/bert-base-spanish-wwm-cased) on an unknown dataset.
20
  It achieves the following results on the evaluation set:
21
- - Loss: 1.9170
22
- - Precision: 0.1525
23
- - Recall: 0.45
24
- - F1: 0.2278
25
- - Accuracy: 0.7971
26
 
27
  ## Model description
28
 
@@ -53,211 +53,211 @@ The following hyperparameters were used during training:
53
 
54
  | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
55
  |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
56
- | 0.8289 | 1.0 | 14 | 0.5344 | 0.0 | 0.0 | 0.0 | 0.7428 |
57
- | 0.4847 | 2.0 | 28 | 0.4436 | 0.0 | 0.0 | 0.0 | 0.7546 |
58
- | 0.3512 | 3.0 | 42 | 0.5584 | 0.0 | 0.0 | 0.0 | 0.7643 |
59
- | 0.2789 | 4.0 | 56 | 0.5861 | 0.0 | 0.0 | 0.0 | 0.8250 |
60
- | 0.185 | 5.0 | 70 | 0.7569 | 0.0606 | 0.2 | 0.0930 | 0.7602 |
61
- | 0.1408 | 6.0 | 84 | 0.9035 | 0.0678 | 0.2 | 0.1013 | 0.7775 |
62
- | 0.1417 | 7.0 | 98 | 0.6097 | 0.0755 | 0.2 | 0.1096 | 0.8311 |
63
- | 0.0693 | 8.0 | 112 | 0.9226 | 0.1061 | 0.35 | 0.1628 | 0.7727 |
64
- | 0.0571 | 9.0 | 126 | 0.6895 | 0.0769 | 0.2 | 0.1111 | 0.8 |
65
- | 0.0414 | 10.0 | 140 | 1.0235 | 0.1698 | 0.45 | 0.2466 | 0.8131 |
66
- | 0.0276 | 11.0 | 154 | 0.9588 | 0.1628 | 0.35 | 0.2222 | 0.8054 |
67
- | 0.0265 | 12.0 | 168 | 1.1193 | 0.0882 | 0.3 | 0.1364 | 0.7751 |
68
- | 0.0277 | 13.0 | 182 | 1.3907 | 0.1579 | 0.45 | 0.2338 | 0.7878 |
69
- | 0.0216 | 14.0 | 196 | 1.2417 | 0.1311 | 0.4 | 0.1975 | 0.7825 |
70
- | 0.0261 | 15.0 | 210 | 1.1495 | 0.1429 | 0.4 | 0.2105 | 0.8071 |
71
- | 0.019 | 16.0 | 224 | 1.5922 | 0.1475 | 0.45 | 0.2222 | 0.7508 |
72
- | 0.0274 | 17.0 | 238 | 1.1795 | 0.1176 | 0.4 | 0.1818 | 0.8045 |
73
- | 0.0198 | 18.0 | 252 | 1.2508 | 0.1053 | 0.4 | 0.1667 | 0.7848 |
74
- | 0.0136 | 19.0 | 266 | 1.1545 | 0.1695 | 0.5 | 0.2532 | 0.7899 |
75
- | 0.0084 | 20.0 | 280 | 1.4068 | 0.2051 | 0.4 | 0.2712 | 0.8276 |
76
- | 0.0051 | 21.0 | 294 | 1.5559 | 0.1667 | 0.4 | 0.2353 | 0.8170 |
77
- | 0.0064 | 22.0 | 308 | 1.7301 | 0.1220 | 0.5 | 0.1961 | 0.7875 |
78
- | 0.0032 | 23.0 | 322 | 1.5436 | 0.1957 | 0.45 | 0.2727 | 0.8198 |
79
- | 0.0023 | 24.0 | 336 | 1.7796 | 0.1364 | 0.45 | 0.2093 | 0.7846 |
80
- | 0.0076 | 25.0 | 350 | 1.7765 | 0.1923 | 0.5 | 0.2778 | 0.7943 |
81
- | 0.0056 | 26.0 | 364 | 1.6022 | 0.2759 | 0.4 | 0.3265 | 0.8211 |
82
- | 0.0194 | 27.0 | 378 | 1.1911 | 0.1346 | 0.35 | 0.1944 | 0.8394 |
83
- | 0.0286 | 28.0 | 392 | 1.2321 | 0.1739 | 0.4 | 0.2424 | 0.7839 |
84
- | 0.0095 | 29.0 | 406 | 1.3354 | 0.1695 | 0.5 | 0.2532 | 0.7623 |
85
- | 0.0031 | 30.0 | 420 | 1.6826 | 0.1724 | 0.5 | 0.2564 | 0.7543 |
86
- | 0.0017 | 31.0 | 434 | 1.7094 | 0.1607 | 0.45 | 0.2368 | 0.7834 |
87
- | 0.0023 | 32.0 | 448 | 1.7899 | 0.1538 | 0.4 | 0.2222 | 0.7694 |
88
- | 0.0016 | 33.0 | 462 | 1.7496 | 0.1698 | 0.45 | 0.2466 | 0.7766 |
89
- | 0.0017 | 34.0 | 476 | 1.8328 | 0.1818 | 0.5 | 0.2667 | 0.7677 |
90
- | 0.0026 | 35.0 | 490 | 2.0814 | 0.1875 | 0.45 | 0.2647 | 0.7594 |
91
- | 0.0088 | 36.0 | 504 | 1.5723 | 0.12 | 0.45 | 0.1895 | 0.7570 |
92
- | 0.0031 | 37.0 | 518 | 1.4726 | 0.1569 | 0.4 | 0.2254 | 0.8006 |
93
- | 0.0064 | 38.0 | 532 | 2.4796 | 0.2759 | 0.4 | 0.3265 | 0.7287 |
94
- | 0.0032 | 39.0 | 546 | 2.0958 | 0.1186 | 0.35 | 0.1772 | 0.7339 |
95
- | 0.0024 | 40.0 | 560 | 2.1926 | 0.2162 | 0.4 | 0.2807 | 0.7487 |
96
- | 0.0117 | 41.0 | 574 | 1.9346 | 0.1961 | 0.5 | 0.2817 | 0.7213 |
97
- | 0.053 | 42.0 | 588 | 2.4844 | 0.2333 | 0.35 | 0.28 | 0.7317 |
98
- | 0.0172 | 43.0 | 602 | 1.1900 | 0.1148 | 0.35 | 0.1728 | 0.8118 |
99
- | 0.0084 | 44.0 | 616 | 1.3718 | 0.1515 | 0.5 | 0.2326 | 0.8115 |
100
- | 0.0141 | 45.0 | 630 | 1.3623 | 0.1356 | 0.4 | 0.2025 | 0.7938 |
101
- | 0.0044 | 46.0 | 644 | 1.2805 | 0.1552 | 0.45 | 0.2308 | 0.8080 |
102
- | 0.0031 | 47.0 | 658 | 1.8072 | 0.1636 | 0.45 | 0.24 | 0.7946 |
103
- | 0.0066 | 48.0 | 672 | 2.3164 | 0.1892 | 0.35 | 0.2456 | 0.7154 |
104
- | 0.002 | 49.0 | 686 | 2.2669 | 0.175 | 0.35 | 0.2333 | 0.7380 |
105
- | 0.0033 | 50.0 | 700 | 1.5042 | 0.1385 | 0.45 | 0.2118 | 0.7997 |
106
- | 0.0027 | 51.0 | 714 | 1.3601 | 0.1515 | 0.5 | 0.2326 | 0.8225 |
107
- | 0.0025 | 52.0 | 728 | 1.4208 | 0.1698 | 0.45 | 0.2466 | 0.8018 |
108
- | 0.0048 | 53.0 | 742 | 1.5204 | 0.1636 | 0.45 | 0.24 | 0.8030 |
109
- | 0.0046 | 54.0 | 756 | 1.6875 | 0.1429 | 0.45 | 0.2169 | 0.7842 |
110
- | 0.0052 | 55.0 | 770 | 1.4927 | 0.1739 | 0.4 | 0.2424 | 0.8201 |
111
- | 0.0055 | 56.0 | 784 | 1.3876 | 0.1731 | 0.45 | 0.25 | 0.8084 |
112
- | 0.0027 | 57.0 | 798 | 1.4384 | 0.1702 | 0.4 | 0.2388 | 0.8163 |
113
- | 0.0019 | 58.0 | 812 | 1.6044 | 0.1569 | 0.4 | 0.2254 | 0.8205 |
114
- | 0.0012 | 59.0 | 826 | 1.6617 | 0.1538 | 0.4 | 0.2222 | 0.8208 |
115
- | 0.0009 | 60.0 | 840 | 1.6607 | 0.225 | 0.45 | 0.3 | 0.8164 |
116
- | 0.0012 | 61.0 | 854 | 1.5158 | 0.1818 | 0.4 | 0.2500 | 0.8195 |
117
- | 0.0011 | 62.0 | 868 | 1.5161 | 0.2 | 0.45 | 0.2769 | 0.8225 |
118
- | 0.0009 | 63.0 | 882 | 1.5669 | 0.2045 | 0.45 | 0.2813 | 0.8232 |
119
- | 0.0008 | 64.0 | 896 | 1.5988 | 0.2045 | 0.45 | 0.2813 | 0.8237 |
120
- | 0.0011 | 65.0 | 910 | 1.5689 | 0.2195 | 0.45 | 0.2951 | 0.8243 |
121
- | 0.0008 | 66.0 | 924 | 1.5746 | 0.225 | 0.45 | 0.3 | 0.8243 |
122
- | 0.0009 | 67.0 | 938 | 1.5815 | 0.2045 | 0.45 | 0.2813 | 0.8235 |
123
- | 0.0007 | 68.0 | 952 | 1.5532 | 0.1739 | 0.4 | 0.2424 | 0.8232 |
124
- | 0.0009 | 69.0 | 966 | 1.5724 | 0.1702 | 0.4 | 0.2388 | 0.8238 |
125
- | 0.0008 | 70.0 | 980 | 1.6021 | 0.1778 | 0.4 | 0.2462 | 0.8238 |
126
- | 0.0008 | 71.0 | 994 | 1.6159 | 0.1778 | 0.4 | 0.2462 | 0.8238 |
127
- | 0.0007 | 72.0 | 1008 | 1.6047 | 0.1702 | 0.4 | 0.2388 | 0.8232 |
128
- | 0.0007 | 73.0 | 1022 | 1.6468 | 0.2 | 0.45 | 0.2769 | 0.8217 |
129
- | 0.0007 | 74.0 | 1036 | 1.6592 | 0.2093 | 0.45 | 0.2857 | 0.8222 |
130
- | 0.0008 | 75.0 | 1050 | 1.6642 | 0.2143 | 0.45 | 0.2903 | 0.8220 |
131
- | 0.0008 | 76.0 | 1064 | 1.6042 | 0.2195 | 0.45 | 0.2951 | 0.8244 |
132
- | 0.0007 | 77.0 | 1078 | 1.5905 | 0.225 | 0.45 | 0.3 | 0.8247 |
133
- | 0.001 | 78.0 | 1092 | 1.6081 | 0.225 | 0.45 | 0.3 | 0.8249 |
134
- | 0.0007 | 79.0 | 1106 | 1.6255 | 0.225 | 0.45 | 0.3 | 0.8249 |
135
- | 0.0007 | 80.0 | 1120 | 1.6583 | 0.2093 | 0.45 | 0.2857 | 0.8270 |
136
- | 0.0009 | 81.0 | 1134 | 1.5953 | 0.2308 | 0.45 | 0.3051 | 0.8261 |
137
- | 0.0012 | 82.0 | 1148 | 1.9475 | 0.1216 | 0.45 | 0.1915 | 0.7919 |
138
- | 0.0025 | 83.0 | 1162 | 1.8182 | 0.1098 | 0.45 | 0.1765 | 0.7929 |
139
- | 0.01 | 84.0 | 1176 | 1.7011 | 0.2051 | 0.4 | 0.2712 | 0.8033 |
140
- | 0.0025 | 85.0 | 1190 | 1.6036 | 0.1493 | 0.5 | 0.2299 | 0.7790 |
141
- | 0.0099 | 86.0 | 1204 | 1.9946 | 0.25 | 0.4 | 0.3077 | 0.7787 |
142
- | 0.0037 | 87.0 | 1218 | 1.4567 | 0.1356 | 0.4 | 0.2025 | 0.7821 |
143
- | 0.0044 | 88.0 | 1232 | 1.4056 | 0.1778 | 0.4 | 0.2462 | 0.8109 |
144
- | 0.0025 | 89.0 | 1246 | 1.5609 | 0.1628 | 0.35 | 0.2222 | 0.7573 |
145
- | 0.0026 | 90.0 | 1260 | 1.5755 | 0.1739 | 0.4 | 0.2424 | 0.7732 |
146
- | 0.003 | 91.0 | 1274 | 1.5189 | 0.2812 | 0.45 | 0.3462 | 0.7831 |
147
- | 0.0015 | 92.0 | 1288 | 1.5804 | 0.1169 | 0.45 | 0.1856 | 0.7707 |
148
- | 0.0012 | 93.0 | 1302 | 1.4188 | 0.2195 | 0.45 | 0.2951 | 0.8054 |
149
- | 0.0047 | 94.0 | 1316 | 1.4388 | 0.2174 | 0.5 | 0.3030 | 0.7992 |
150
- | 0.0009 | 95.0 | 1330 | 1.5773 | 0.1667 | 0.45 | 0.2432 | 0.7958 |
151
- | 0.0011 | 96.0 | 1344 | 1.5059 | 0.1837 | 0.45 | 0.2609 | 0.8 |
152
- | 0.001 | 97.0 | 1358 | 1.5438 | 0.1731 | 0.45 | 0.25 | 0.7891 |
153
- | 0.0007 | 98.0 | 1372 | 1.6020 | 0.1552 | 0.45 | 0.2308 | 0.7947 |
154
- | 0.0009 | 99.0 | 1386 | 1.6698 | 0.2 | 0.45 | 0.2769 | 0.7881 |
155
- | 0.001 | 100.0 | 1400 | 1.7616 | 0.1875 | 0.45 | 0.2647 | 0.7554 |
156
- | 0.0007 | 101.0 | 1414 | 1.8242 | 0.2 | 0.45 | 0.2769 | 0.7554 |
157
- | 0.0007 | 102.0 | 1428 | 1.8466 | 0.2 | 0.45 | 0.2769 | 0.7555 |
158
- | 0.0008 | 103.0 | 1442 | 1.8634 | 0.2045 | 0.45 | 0.2813 | 0.7555 |
159
- | 0.0007 | 104.0 | 1456 | 1.9182 | 0.2045 | 0.45 | 0.2813 | 0.7555 |
160
- | 0.0007 | 105.0 | 1470 | 1.9461 | 0.2093 | 0.45 | 0.2857 | 0.7552 |
161
- | 0.0007 | 106.0 | 1484 | 1.9311 | 0.2143 | 0.45 | 0.2903 | 0.7558 |
162
- | 0.0009 | 107.0 | 1498 | 1.9476 | 0.2143 | 0.45 | 0.2903 | 0.7558 |
163
- | 0.0006 | 108.0 | 1512 | 1.9806 | 0.2195 | 0.45 | 0.2951 | 0.7548 |
164
- | 0.0007 | 109.0 | 1526 | 2.0085 | 0.2045 | 0.45 | 0.2813 | 0.7543 |
165
- | 0.0008 | 110.0 | 1540 | 2.0216 | 0.2 | 0.45 | 0.2769 | 0.7540 |
166
- | 0.0008 | 111.0 | 1554 | 2.0290 | 0.2 | 0.45 | 0.2769 | 0.7544 |
167
- | 0.0007 | 112.0 | 1568 | 2.0131 | 0.2 | 0.45 | 0.2769 | 0.7537 |
168
- | 0.0007 | 113.0 | 1582 | 2.0182 | 0.2 | 0.45 | 0.2769 | 0.7537 |
169
- | 0.0007 | 114.0 | 1596 | 2.0345 | 0.1957 | 0.45 | 0.2727 | 0.7534 |
170
- | 0.0006 | 115.0 | 1610 | 2.0338 | 0.2 | 0.45 | 0.2769 | 0.7532 |
171
- | 0.0007 | 116.0 | 1624 | 2.0445 | 0.2 | 0.45 | 0.2769 | 0.7531 |
172
- | 0.0007 | 117.0 | 1638 | 2.0688 | 0.2143 | 0.45 | 0.2903 | 0.7526 |
173
- | 0.0008 | 118.0 | 1652 | 2.0920 | 0.225 | 0.45 | 0.3 | 0.7541 |
174
- | 0.0009 | 119.0 | 1666 | 2.1148 | 0.225 | 0.45 | 0.3 | 0.7540 |
175
- | 0.0008 | 120.0 | 1680 | 2.0795 | 0.18 | 0.45 | 0.2571 | 0.7534 |
176
- | 0.001 | 121.0 | 1694 | 2.0217 | 0.2 | 0.45 | 0.2769 | 0.7548 |
177
- | 0.0013 | 122.0 | 1708 | 1.9480 | 0.1698 | 0.45 | 0.2466 | 0.7615 |
178
- | 0.0009 | 123.0 | 1722 | 1.8774 | 0.2 | 0.45 | 0.2769 | 0.7677 |
179
- | 0.0009 | 124.0 | 1736 | 1.7994 | 0.1304 | 0.45 | 0.2022 | 0.7837 |
180
- | 0.0007 | 125.0 | 1750 | 1.7864 | 0.18 | 0.45 | 0.2571 | 0.7967 |
181
- | 0.0007 | 126.0 | 1764 | 1.7911 | 0.1837 | 0.45 | 0.2609 | 0.7971 |
182
- | 0.0006 | 127.0 | 1778 | 1.8000 | 0.2 | 0.45 | 0.2769 | 0.7980 |
183
- | 0.0007 | 128.0 | 1792 | 1.8162 | 0.2143 | 0.45 | 0.2903 | 0.7991 |
184
- | 0.0007 | 129.0 | 1806 | 1.8334 | 0.2045 | 0.45 | 0.2813 | 0.7980 |
185
- | 0.0007 | 130.0 | 1820 | 1.8374 | 0.2195 | 0.45 | 0.2951 | 0.7985 |
186
- | 0.0007 | 131.0 | 1834 | 1.8494 | 0.2093 | 0.45 | 0.2857 | 0.7977 |
187
- | 0.0006 | 132.0 | 1848 | 1.8593 | 0.2045 | 0.45 | 0.2813 | 0.7977 |
188
- | 0.0007 | 133.0 | 1862 | 1.8704 | 0.2045 | 0.45 | 0.2813 | 0.7977 |
189
- | 0.0007 | 134.0 | 1876 | 1.8739 | 0.1957 | 0.45 | 0.2727 | 0.7979 |
190
- | 0.0006 | 135.0 | 1890 | 1.8806 | 0.1875 | 0.45 | 0.2647 | 0.7974 |
191
- | 0.0007 | 136.0 | 1904 | 1.8789 | 0.1636 | 0.45 | 0.24 | 0.7961 |
192
- | 0.0006 | 137.0 | 1918 | 1.8813 | 0.1579 | 0.45 | 0.2338 | 0.7962 |
193
- | 0.0008 | 138.0 | 1932 | 1.8820 | 0.1667 | 0.45 | 0.2432 | 0.7944 |
194
- | 0.0006 | 139.0 | 1946 | 1.8804 | 0.1579 | 0.45 | 0.2338 | 0.7937 |
195
- | 0.0006 | 140.0 | 1960 | 1.8876 | 0.1552 | 0.45 | 0.2308 | 0.7919 |
196
- | 0.0007 | 141.0 | 1974 | 1.8992 | 0.1343 | 0.45 | 0.2069 | 0.7867 |
197
- | 0.0005 | 142.0 | 1988 | 1.9085 | 0.1579 | 0.45 | 0.2338 | 0.7922 |
198
- | 0.0006 | 143.0 | 2002 | 1.9147 | 0.1607 | 0.45 | 0.2368 | 0.7922 |
199
- | 0.0008 | 144.0 | 2016 | 1.9129 | 0.125 | 0.45 | 0.1957 | 0.7808 |
200
- | 0.0007 | 145.0 | 2030 | 1.9075 | 0.1765 | 0.45 | 0.2535 | 0.7735 |
201
- | 0.0007 | 146.0 | 2044 | 1.8986 | 0.15 | 0.45 | 0.2250 | 0.7885 |
202
- | 0.0009 | 147.0 | 2058 | 1.8767 | 0.1579 | 0.45 | 0.2338 | 0.7911 |
203
- | 0.0007 | 148.0 | 2072 | 1.8709 | 0.1385 | 0.45 | 0.2118 | 0.7875 |
204
- | 0.0007 | 149.0 | 2086 | 1.8730 | 0.1364 | 0.45 | 0.2093 | 0.7885 |
205
- | 0.0006 | 150.0 | 2100 | 1.8813 | 0.1406 | 0.45 | 0.2143 | 0.7879 |
206
- | 0.0006 | 151.0 | 2114 | 1.8908 | 0.1607 | 0.45 | 0.2368 | 0.7899 |
207
- | 0.0006 | 152.0 | 2128 | 1.9017 | 0.1636 | 0.45 | 0.24 | 0.7923 |
208
- | 0.0007 | 153.0 | 2142 | 1.9101 | 0.1552 | 0.45 | 0.2308 | 0.7934 |
209
- | 0.0007 | 154.0 | 2156 | 1.9167 | 0.1552 | 0.45 | 0.2308 | 0.7946 |
210
- | 0.0006 | 155.0 | 2170 | 1.9177 | 0.1636 | 0.45 | 0.24 | 0.7917 |
211
- | 0.0007 | 156.0 | 2184 | 1.9276 | 0.1552 | 0.45 | 0.2308 | 0.7893 |
212
- | 0.0006 | 157.0 | 2198 | 1.9363 | 0.1429 | 0.45 | 0.2169 | 0.7878 |
213
- | 0.0007 | 158.0 | 2212 | 1.9429 | 0.1324 | 0.45 | 0.2045 | 0.7866 |
214
- | 0.0006 | 159.0 | 2226 | 1.9495 | 0.1525 | 0.45 | 0.2278 | 0.7891 |
215
- | 0.0007 | 160.0 | 2240 | 1.9488 | 0.1364 | 0.45 | 0.2093 | 0.7866 |
216
- | 0.0007 | 161.0 | 2254 | 1.9265 | 0.1667 | 0.45 | 0.2432 | 0.7914 |
217
- | 0.0006 | 162.0 | 2268 | 1.9189 | 0.1698 | 0.45 | 0.2466 | 0.7928 |
218
- | 0.0008 | 163.0 | 2282 | 1.9099 | 0.1579 | 0.45 | 0.2338 | 0.7941 |
219
- | 0.0006 | 164.0 | 2296 | 1.9073 | 0.1607 | 0.45 | 0.2368 | 0.7941 |
220
- | 0.0009 | 165.0 | 2310 | 1.8991 | 0.1698 | 0.45 | 0.2466 | 0.7929 |
221
- | 0.0008 | 166.0 | 2324 | 1.8790 | 0.15 | 0.45 | 0.2250 | 0.7958 |
222
- | 0.0006 | 167.0 | 2338 | 1.8819 | 0.1525 | 0.45 | 0.2278 | 0.7959 |
223
- | 0.0007 | 168.0 | 2352 | 1.8877 | 0.1636 | 0.45 | 0.24 | 0.7955 |
224
- | 0.0007 | 169.0 | 2366 | 1.8934 | 0.1731 | 0.45 | 0.25 | 0.7941 |
225
- | 0.0007 | 170.0 | 2380 | 1.8959 | 0.18 | 0.45 | 0.2571 | 0.7935 |
226
- | 0.0006 | 171.0 | 2394 | 1.9012 | 0.1765 | 0.45 | 0.2535 | 0.7934 |
227
- | 0.0007 | 172.0 | 2408 | 1.9044 | 0.1837 | 0.45 | 0.2609 | 0.7928 |
228
- | 0.0006 | 173.0 | 2422 | 1.9071 | 0.1765 | 0.45 | 0.2535 | 0.7931 |
229
- | 0.0009 | 174.0 | 2436 | 1.9091 | 0.1837 | 0.45 | 0.2609 | 0.7923 |
230
- | 0.0008 | 175.0 | 2450 | 1.9089 | 0.18 | 0.45 | 0.2571 | 0.7920 |
231
- | 0.0006 | 176.0 | 2464 | 1.9076 | 0.1698 | 0.45 | 0.2466 | 0.7926 |
232
- | 0.0007 | 177.0 | 2478 | 1.9079 | 0.1636 | 0.45 | 0.24 | 0.7920 |
233
- | 0.0006 | 178.0 | 2492 | 1.9132 | 0.1765 | 0.45 | 0.2535 | 0.7922 |
234
- | 0.0006 | 179.0 | 2506 | 1.9180 | 0.1698 | 0.45 | 0.2466 | 0.7917 |
235
- | 0.0006 | 180.0 | 2520 | 1.9217 | 0.18 | 0.45 | 0.2571 | 0.7922 |
236
- | 0.0006 | 181.0 | 2534 | 1.9161 | 0.1607 | 0.45 | 0.2368 | 0.7962 |
237
- | 0.0006 | 182.0 | 2548 | 1.9178 | 0.1731 | 0.45 | 0.25 | 0.7997 |
238
- | 0.0006 | 183.0 | 2562 | 1.9218 | 0.1765 | 0.45 | 0.2535 | 0.7998 |
239
- | 0.0006 | 184.0 | 2576 | 1.9233 | 0.1765 | 0.45 | 0.2535 | 0.7998 |
240
- | 0.0007 | 185.0 | 2590 | 1.9214 | 0.15 | 0.45 | 0.2250 | 0.7974 |
241
- | 0.0007 | 186.0 | 2604 | 1.9203 | 0.1579 | 0.45 | 0.2338 | 0.7968 |
242
- | 0.0007 | 187.0 | 2618 | 1.9115 | 0.15 | 0.45 | 0.2250 | 0.7988 |
243
- | 0.0006 | 188.0 | 2632 | 1.9104 | 0.15 | 0.45 | 0.2250 | 0.7989 |
244
- | 0.0006 | 189.0 | 2646 | 1.9120 | 0.15 | 0.45 | 0.2250 | 0.7989 |
245
- | 0.0006 | 190.0 | 2660 | 1.9133 | 0.1552 | 0.45 | 0.2308 | 0.7992 |
246
- | 0.0006 | 191.0 | 2674 | 1.9149 | 0.15 | 0.45 | 0.2250 | 0.7989 |
247
- | 0.0007 | 192.0 | 2688 | 1.9145 | 0.15 | 0.45 | 0.2250 | 0.7989 |
248
- | 0.0006 | 193.0 | 2702 | 1.9148 | 0.15 | 0.45 | 0.2250 | 0.7989 |
249
- | 0.0006 | 194.0 | 2716 | 1.9147 | 0.1525 | 0.45 | 0.2278 | 0.7980 |
250
- | 0.0006 | 195.0 | 2730 | 1.9144 | 0.1525 | 0.45 | 0.2278 | 0.7980 |
251
- | 0.0006 | 196.0 | 2744 | 1.9157 | 0.15 | 0.45 | 0.2250 | 0.7979 |
252
- | 0.0006 | 197.0 | 2758 | 1.9158 | 0.15 | 0.45 | 0.2250 | 0.7979 |
253
- | 0.0006 | 198.0 | 2772 | 1.9167 | 0.1525 | 0.45 | 0.2278 | 0.7971 |
254
- | 0.0007 | 199.0 | 2786 | 1.9166 | 0.1552 | 0.45 | 0.2308 | 0.7973 |
255
- | 0.0006 | 200.0 | 2800 | 1.9170 | 0.1525 | 0.45 | 0.2278 | 0.7971 |
256
 
257
 
258
  ### Framework versions
259
 
260
- - Transformers 4.30.0.dev0
261
  - Pytorch 2.0.0
262
  - Datasets 2.1.0
263
  - Tokenizers 0.13.3
 
18
 
19
  This model is a fine-tuned version of [dccuchile/bert-base-spanish-wwm-cased](https://huggingface.co/dccuchile/bert-base-spanish-wwm-cased) on an unknown dataset.
20
  It achieves the following results on the evaluation set:
21
+ - Loss: 1.1061
22
+ - Precision: 0.2533
23
+ - Recall: 0.3333
24
+ - F1: 0.2879
25
+ - Accuracy: 0.8498
26
 
27
  ## Model description
28
 
 
53
 
54
  | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
55
  |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
56
+ | 0.7331 | 1.0 | 24 | 0.5920 | 0.0 | 0.0 | 0.0 | 0.7532 |
57
+ | 0.4759 | 2.0 | 48 | 0.3954 | 0.0085 | 0.0175 | 0.0115 | 0.8321 |
58
+ | 0.3186 | 3.0 | 72 | 0.5127 | 0.0188 | 0.0702 | 0.0296 | 0.8159 |
59
+ | 0.1906 | 4.0 | 96 | 0.4865 | 0.1190 | 0.2632 | 0.1639 | 0.8509 |
60
+ | 0.145 | 5.0 | 120 | 0.4650 | 0.1597 | 0.3333 | 0.2159 | 0.8760 |
61
+ | 0.1107 | 6.0 | 144 | 0.5465 | 0.1062 | 0.2105 | 0.1412 | 0.8514 |
62
+ | 0.0903 | 7.0 | 168 | 0.5441 | 0.1359 | 0.2456 | 0.175 | 0.8796 |
63
+ | 0.0698 | 8.0 | 192 | 0.4353 | 0.1204 | 0.2281 | 0.1576 | 0.8842 |
64
+ | 0.0505 | 9.0 | 216 | 0.7170 | 0.19 | 0.3333 | 0.2420 | 0.8432 |
65
+ | 0.0687 | 10.0 | 240 | 0.5893 | 0.1963 | 0.3684 | 0.2561 | 0.8860 |
66
+ | 0.039 | 11.0 | 264 | 0.5877 | 0.1951 | 0.4211 | 0.2667 | 0.8780 |
67
+ | 0.0278 | 12.0 | 288 | 0.5715 | 0.2237 | 0.2982 | 0.2556 | 0.8577 |
68
+ | 0.0354 | 13.0 | 312 | 0.9535 | 0.2283 | 0.3684 | 0.2819 | 0.8532 |
69
+ | 0.024 | 14.0 | 336 | 0.6500 | 0.2169 | 0.3158 | 0.2571 | 0.8674 |
70
+ | 0.0223 | 15.0 | 360 | 0.7513 | 0.1855 | 0.4035 | 0.2541 | 0.8722 |
71
+ | 0.0156 | 16.0 | 384 | 0.6566 | 0.3 | 0.4737 | 0.3673 | 0.9012 |
72
+ | 0.0156 | 17.0 | 408 | 0.8436 | 0.2292 | 0.3860 | 0.2876 | 0.8696 |
73
+ | 0.0189 | 18.0 | 432 | 0.8043 | 0.1711 | 0.2281 | 0.1955 | 0.8181 |
74
+ | 0.0128 | 19.0 | 456 | 0.6518 | 0.1619 | 0.2982 | 0.2099 | 0.8814 |
75
+ | 0.0122 | 20.0 | 480 | 0.8418 | 0.2347 | 0.4035 | 0.2968 | 0.8793 |
76
+ | 0.0242 | 21.0 | 504 | 0.7948 | 0.2292 | 0.3860 | 0.2876 | 0.8814 |
77
+ | 0.0124 | 22.0 | 528 | 0.8059 | 0.2037 | 0.3860 | 0.2667 | 0.8842 |
78
+ | 0.0098 | 23.0 | 552 | 0.9458 | 0.1765 | 0.2632 | 0.2113 | 0.8584 |
79
+ | 0.0287 | 24.0 | 576 | 0.7110 | 0.1488 | 0.3158 | 0.2022 | 0.8825 |
80
+ | 0.0253 | 25.0 | 600 | 0.6823 | 0.2021 | 0.3333 | 0.2517 | 0.8781 |
81
+ | 0.0151 | 26.0 | 624 | 0.7382 | 0.2022 | 0.3158 | 0.2466 | 0.8791 |
82
+ | 0.0118 | 27.0 | 648 | 0.6036 | 0.2360 | 0.3684 | 0.2877 | 0.8965 |
83
+ | 0.0102 | 28.0 | 672 | 0.9152 | 0.1765 | 0.3158 | 0.2264 | 0.8446 |
84
+ | 0.0229 | 29.0 | 696 | 0.6878 | 0.2584 | 0.4035 | 0.3151 | 0.8982 |
85
+ | 0.0168 | 30.0 | 720 | 0.7333 | 0.2784 | 0.4737 | 0.3506 | 0.8937 |
86
+ | 0.0145 | 31.0 | 744 | 0.6051 | 0.1864 | 0.3860 | 0.2514 | 0.9 |
87
+ | 0.0207 | 32.0 | 768 | 0.9083 | 0.3279 | 0.3509 | 0.3390 | 0.8894 |
88
+ | 0.0191 | 33.0 | 792 | 0.6983 | 0.2222 | 0.3509 | 0.2721 | 0.8884 |
89
+ | 0.0103 | 34.0 | 816 | 0.7287 | 0.2449 | 0.4211 | 0.3097 | 0.8840 |
90
+ | 0.0091 | 35.0 | 840 | 0.5929 | 0.2184 | 0.3333 | 0.2639 | 0.8851 |
91
+ | 0.0059 | 36.0 | 864 | 0.7604 | 0.2421 | 0.4035 | 0.3026 | 0.8810 |
92
+ | 0.0035 | 37.0 | 888 | 0.9380 | 0.2143 | 0.3684 | 0.2710 | 0.8622 |
93
+ | 0.0025 | 38.0 | 912 | 0.9824 | 0.2 | 0.3509 | 0.2548 | 0.8704 |
94
+ | 0.0059 | 39.0 | 936 | 1.0658 | 0.2796 | 0.4561 | 0.3467 | 0.8669 |
95
+ | 0.0199 | 40.0 | 960 | 0.9755 | 0.1705 | 0.3860 | 0.2366 | 0.8449 |
96
+ | 0.0034 | 41.0 | 984 | 0.9697 | 0.2619 | 0.3860 | 0.3121 | 0.8656 |
97
+ | 0.0035 | 42.0 | 1008 | 1.0582 | 0.1959 | 0.3333 | 0.2468 | 0.8461 |
98
+ | 0.0088 | 43.0 | 1032 | 0.8500 | 0.1849 | 0.3860 | 0.25 | 0.8515 |
99
+ | 0.0263 | 44.0 | 1056 | 1.2832 | 0.2 | 0.3509 | 0.2548 | 0.8255 |
100
+ | 0.0088 | 45.0 | 1080 | 0.9282 | 0.2308 | 0.4211 | 0.2981 | 0.8534 |
101
+ | 0.0343 | 46.0 | 1104 | 0.7165 | 0.2222 | 0.3158 | 0.2609 | 0.8594 |
102
+ | 0.0024 | 47.0 | 1128 | 0.7355 | 0.2308 | 0.4737 | 0.3103 | 0.8782 |
103
+ | 0.0019 | 48.0 | 1152 | 0.6493 | 0.2165 | 0.3684 | 0.2727 | 0.8779 |
104
+ | 0.0009 | 49.0 | 1176 | 0.6999 | 0.1964 | 0.3860 | 0.2604 | 0.8766 |
105
+ | 0.0008 | 50.0 | 1200 | 0.7496 | 0.2062 | 0.3509 | 0.2597 | 0.8709 |
106
+ | 0.0009 | 51.0 | 1224 | 0.7670 | 0.2019 | 0.3684 | 0.2609 | 0.8750 |
107
+ | 0.0006 | 52.0 | 1248 | 0.7549 | 0.24 | 0.4211 | 0.3057 | 0.8832 |
108
+ | 0.0007 | 53.0 | 1272 | 0.7556 | 0.2706 | 0.4035 | 0.3239 | 0.8870 |
109
+ | 0.0007 | 54.0 | 1296 | 0.7188 | 0.1695 | 0.3509 | 0.2286 | 0.8833 |
110
+ | 0.0005 | 55.0 | 1320 | 0.7120 | 0.1927 | 0.3684 | 0.2530 | 0.8822 |
111
+ | 0.0009 | 56.0 | 1344 | 0.7377 | 0.2245 | 0.3860 | 0.2839 | 0.8819 |
112
+ | 0.0008 | 57.0 | 1368 | 0.7295 | 0.2277 | 0.4035 | 0.2911 | 0.8859 |
113
+ | 0.0009 | 58.0 | 1392 | 0.7158 | 0.2340 | 0.3860 | 0.2914 | 0.8900 |
114
+ | 0.0013 | 59.0 | 1416 | 0.6715 | 0.1897 | 0.3860 | 0.2543 | 0.8941 |
115
+ | 0.0006 | 60.0 | 1440 | 0.6787 | 0.21 | 0.3684 | 0.2675 | 0.8861 |
116
+ | 0.0007 | 61.0 | 1464 | 0.6794 | 0.2584 | 0.4035 | 0.3151 | 0.8940 |
117
+ | 0.0012 | 62.0 | 1488 | 0.6823 | 0.2273 | 0.3509 | 0.2759 | 0.8778 |
118
+ | 0.0008 | 63.0 | 1512 | 0.7189 | 0.2588 | 0.3860 | 0.3099 | 0.8791 |
119
+ | 0.0008 | 64.0 | 1536 | 0.7077 | 0.2371 | 0.4035 | 0.2987 | 0.8905 |
120
+ | 0.0007 | 65.0 | 1560 | 0.7201 | 0.2738 | 0.4035 | 0.3262 | 0.8860 |
121
+ | 0.0005 | 66.0 | 1584 | 0.7339 | 0.2584 | 0.4035 | 0.3151 | 0.8894 |
122
+ | 0.0005 | 67.0 | 1608 | 0.7490 | 0.2157 | 0.3860 | 0.2767 | 0.8845 |
123
+ | 0.0006 | 68.0 | 1632 | 0.7342 | 0.2162 | 0.4211 | 0.2857 | 0.8833 |
124
+ | 0.0012 | 69.0 | 1656 | 0.7287 | 0.3108 | 0.4035 | 0.3511 | 0.8895 |
125
+ | 0.0012 | 70.0 | 1680 | 0.8877 | 0.2079 | 0.3684 | 0.2658 | 0.8615 |
126
+ | 0.0007 | 71.0 | 1704 | 0.9370 | 0.2095 | 0.3860 | 0.2716 | 0.8644 |
127
+ | 0.002 | 72.0 | 1728 | 0.7715 | 0.2391 | 0.3860 | 0.2953 | 0.8677 |
128
+ | 0.0007 | 73.0 | 1752 | 0.8765 | 0.22 | 0.3860 | 0.2803 | 0.8628 |
129
+ | 0.0006 | 74.0 | 1776 | 0.8515 | 0.2371 | 0.4035 | 0.2987 | 0.8639 |
130
+ | 0.0007 | 75.0 | 1800 | 0.8448 | 0.2286 | 0.4211 | 0.2963 | 0.8633 |
131
+ | 0.0009 | 76.0 | 1824 | 0.8501 | 0.2232 | 0.4386 | 0.2959 | 0.8650 |
132
+ | 0.0007 | 77.0 | 1848 | 0.8550 | 0.2198 | 0.3509 | 0.2703 | 0.8657 |
133
+ | 0.0005 | 78.0 | 1872 | 0.7445 | 0.25 | 0.4035 | 0.3087 | 0.8780 |
134
+ | 0.0007 | 79.0 | 1896 | 0.8889 | 0.26 | 0.4561 | 0.3312 | 0.8630 |
135
+ | 0.0005 | 80.0 | 1920 | 0.8930 | 0.2812 | 0.4737 | 0.3529 | 0.8650 |
136
+ | 0.0004 | 81.0 | 1944 | 0.8678 | 0.26 | 0.4561 | 0.3312 | 0.8745 |
137
+ | 0.0005 | 82.0 | 1968 | 0.8747 | 0.2784 | 0.4737 | 0.3506 | 0.8746 |
138
+ | 0.0005 | 83.0 | 1992 | 0.8726 | 0.2872 | 0.4737 | 0.3576 | 0.8687 |
139
+ | 0.001 | 84.0 | 2016 | 0.8887 | 0.2857 | 0.4211 | 0.3404 | 0.8693 |
140
+ | 0.0006 | 85.0 | 2040 | 0.7915 | 0.2963 | 0.4211 | 0.3478 | 0.8821 |
141
+ | 0.0007 | 86.0 | 2064 | 1.0194 | 0.2857 | 0.4211 | 0.3404 | 0.8606 |
142
+ | 0.0009 | 87.0 | 2088 | 0.7594 | 0.2366 | 0.3860 | 0.2933 | 0.8777 |
143
+ | 0.0021 | 88.0 | 2112 | 0.9788 | 0.25 | 0.3333 | 0.2857 | 0.8539 |
144
+ | 0.0012 | 89.0 | 2136 | 0.8719 | 0.2093 | 0.3158 | 0.2517 | 0.8697 |
145
+ | 0.0019 | 90.0 | 2160 | 1.1859 | 0.1810 | 0.3684 | 0.2428 | 0.8111 |
146
+ | 0.001 | 91.0 | 2184 | 0.9690 | 0.2118 | 0.3158 | 0.2535 | 0.8421 |
147
+ | 0.0007 | 92.0 | 2208 | 0.9863 | 0.1880 | 0.3860 | 0.2529 | 0.8495 |
148
+ | 0.0006 | 93.0 | 2232 | 0.9942 | 0.1868 | 0.2982 | 0.2297 | 0.8641 |
149
+ | 0.0007 | 94.0 | 2256 | 1.0118 | 0.2159 | 0.3333 | 0.2621 | 0.8637 |
150
+ | 0.0007 | 95.0 | 2280 | 1.0435 | 0.2754 | 0.3333 | 0.3016 | 0.8615 |
151
+ | 0.0008 | 96.0 | 2304 | 0.9795 | 0.2471 | 0.3684 | 0.2958 | 0.8657 |
152
+ | 0.0007 | 97.0 | 2328 | 0.9189 | 0.2020 | 0.3509 | 0.2564 | 0.8807 |
153
+ | 0.0009 | 98.0 | 2352 | 0.9240 | 0.2273 | 0.3509 | 0.2759 | 0.8762 |
154
+ | 0.0005 | 99.0 | 2376 | 0.8891 | 0.2561 | 0.3684 | 0.3022 | 0.8821 |
155
+ | 0.0004 | 100.0 | 2400 | 0.9028 | 0.2469 | 0.3509 | 0.2899 | 0.8818 |
156
+ | 0.0004 | 101.0 | 2424 | 0.9228 | 0.2410 | 0.3509 | 0.2857 | 0.8830 |
157
+ | 0.0004 | 102.0 | 2448 | 0.9409 | 0.2278 | 0.3158 | 0.2647 | 0.8795 |
158
+ | 0.0006 | 103.0 | 2472 | 0.9777 | 0.24 | 0.3158 | 0.2727 | 0.8796 |
159
+ | 0.0005 | 104.0 | 2496 | 0.9872 | 0.2432 | 0.3158 | 0.2748 | 0.8791 |
160
+ | 0.0006 | 105.0 | 2520 | 0.9820 | 0.2329 | 0.2982 | 0.2615 | 0.8746 |
161
+ | 0.0006 | 106.0 | 2544 | 1.0301 | 0.2879 | 0.3333 | 0.3089 | 0.8702 |
162
+ | 0.0006 | 107.0 | 2568 | 1.0468 | 0.3226 | 0.3509 | 0.3361 | 0.8637 |
163
+ | 0.0004 | 108.0 | 2592 | 1.0155 | 0.2941 | 0.3509 | 0.3200 | 0.8683 |
164
+ | 0.0005 | 109.0 | 2616 | 0.9970 | 0.2821 | 0.3860 | 0.3259 | 0.8678 |
165
+ | 0.0004 | 110.0 | 2640 | 1.0453 | 0.28 | 0.3684 | 0.3182 | 0.8687 |
166
+ | 0.0009 | 111.0 | 2664 | 0.9247 | 0.2278 | 0.3158 | 0.2647 | 0.8747 |
167
+ | 0.0006 | 112.0 | 2688 | 0.8811 | 0.2785 | 0.3860 | 0.3235 | 0.8921 |
168
+ | 0.0005 | 113.0 | 2712 | 0.9462 | 0.1905 | 0.2807 | 0.2270 | 0.8817 |
169
+ | 0.0005 | 114.0 | 2736 | 0.9685 | 0.2078 | 0.2807 | 0.2388 | 0.8792 |
170
+ | 0.0006 | 115.0 | 2760 | 1.0339 | 0.2712 | 0.2807 | 0.2759 | 0.8672 |
171
+ | 0.0004 | 116.0 | 2784 | 1.0155 | 0.2571 | 0.3158 | 0.2835 | 0.8687 |
172
+ | 0.0005 | 117.0 | 2808 | 0.9998 | 0.25 | 0.3509 | 0.2920 | 0.8768 |
173
+ | 0.0006 | 118.0 | 2832 | 0.9849 | 0.2473 | 0.4035 | 0.3067 | 0.8715 |
174
+ | 0.0033 | 119.0 | 2856 | 0.7929 | 0.2376 | 0.4211 | 0.3038 | 0.8832 |
175
+ | 0.0485 | 120.0 | 2880 | 0.9585 | 0.2 | 0.2807 | 0.2336 | 0.8585 |
176
+ | 0.0114 | 121.0 | 2904 | 0.7619 | 0.2472 | 0.3860 | 0.3014 | 0.8831 |
177
+ | 0.0177 | 122.0 | 2928 | 0.7737 | 0.2881 | 0.2982 | 0.2931 | 0.8688 |
178
+ | 0.02 | 123.0 | 2952 | 1.1362 | 0.1959 | 0.3333 | 0.2468 | 0.8214 |
179
+ | 0.0056 | 124.0 | 2976 | 1.2073 | 0.3659 | 0.2632 | 0.3061 | 0.8277 |
180
+ | 0.0208 | 125.0 | 3000 | 0.8549 | 0.2162 | 0.2807 | 0.2443 | 0.8430 |
181
+ | 0.0066 | 126.0 | 3024 | 0.9482 | 0.2667 | 0.2807 | 0.2735 | 0.8383 |
182
+ | 0.0155 | 127.0 | 3048 | 0.7532 | 0.2289 | 0.3333 | 0.2714 | 0.8629 |
183
+ | 0.0091 | 128.0 | 3072 | 0.7973 | 0.2368 | 0.3158 | 0.2707 | 0.8524 |
184
+ | 0.0029 | 129.0 | 3096 | 0.8988 | 0.25 | 0.3684 | 0.2979 | 0.8621 |
185
+ | 0.0054 | 130.0 | 3120 | 0.9882 | 0.2299 | 0.3509 | 0.2778 | 0.8362 |
186
+ | 0.0037 | 131.0 | 3144 | 1.0792 | 0.2093 | 0.3158 | 0.2517 | 0.8468 |
187
+ | 0.0012 | 132.0 | 3168 | 0.9729 | 0.2632 | 0.3509 | 0.3008 | 0.8427 |
188
+ | 0.0009 | 133.0 | 3192 | 0.9521 | 0.2043 | 0.3333 | 0.2533 | 0.8416 |
189
+ | 0.0011 | 134.0 | 3216 | 0.9539 | 0.1978 | 0.3158 | 0.2432 | 0.8401 |
190
+ | 0.0006 | 135.0 | 3240 | 0.9692 | 0.2754 | 0.3333 | 0.3016 | 0.8504 |
191
+ | 0.0007 | 136.0 | 3264 | 0.9811 | 0.2603 | 0.3333 | 0.2923 | 0.8526 |
192
+ | 0.0007 | 137.0 | 3288 | 0.9732 | 0.25 | 0.3333 | 0.2857 | 0.8444 |
193
+ | 0.0004 | 138.0 | 3312 | 0.9955 | 0.2278 | 0.3158 | 0.2647 | 0.8373 |
194
+ | 0.0005 | 139.0 | 3336 | 0.9939 | 0.2466 | 0.3158 | 0.2769 | 0.8389 |
195
+ | 0.001 | 140.0 | 3360 | 1.0081 | 0.2432 | 0.3158 | 0.2748 | 0.8377 |
196
+ | 0.0006 | 141.0 | 3384 | 1.0216 | 0.2308 | 0.3158 | 0.2667 | 0.8404 |
197
+ | 0.0005 | 142.0 | 3408 | 1.0364 | 0.25 | 0.3158 | 0.2791 | 0.8332 |
198
+ | 0.0004 | 143.0 | 3432 | 1.0185 | 0.2571 | 0.3158 | 0.2835 | 0.8426 |
199
+ | 0.0006 | 144.0 | 3456 | 1.0168 | 0.2603 | 0.3333 | 0.2923 | 0.8458 |
200
+ | 0.0005 | 145.0 | 3480 | 1.0079 | 0.2754 | 0.3333 | 0.3016 | 0.8476 |
201
+ | 0.0006 | 146.0 | 3504 | 1.0080 | 0.25 | 0.3333 | 0.2857 | 0.8438 |
202
+ | 0.0004 | 147.0 | 3528 | 1.0194 | 0.2346 | 0.3333 | 0.2754 | 0.8396 |
203
+ | 0.0004 | 148.0 | 3552 | 1.0299 | 0.2262 | 0.3333 | 0.2695 | 0.8373 |
204
+ | 0.0005 | 149.0 | 3576 | 1.0331 | 0.2289 | 0.3333 | 0.2714 | 0.8387 |
205
+ | 0.0004 | 150.0 | 3600 | 1.0294 | 0.2436 | 0.3333 | 0.2815 | 0.8412 |
206
+ | 0.0004 | 151.0 | 3624 | 1.0366 | 0.2405 | 0.3333 | 0.2794 | 0.8410 |
207
+ | 0.0004 | 152.0 | 3648 | 1.0533 | 0.2468 | 0.3333 | 0.2836 | 0.8448 |
208
+ | 0.0005 | 153.0 | 3672 | 1.0379 | 0.2879 | 0.3333 | 0.3089 | 0.8458 |
209
+ | 0.0005 | 154.0 | 3696 | 1.0395 | 0.2836 | 0.3333 | 0.3065 | 0.8454 |
210
+ | 0.0004 | 155.0 | 3720 | 1.0438 | 0.2836 | 0.3333 | 0.3065 | 0.8453 |
211
+ | 0.0004 | 156.0 | 3744 | 1.0475 | 0.2879 | 0.3333 | 0.3089 | 0.8453 |
212
+ | 0.0004 | 157.0 | 3768 | 1.0558 | 0.2794 | 0.3333 | 0.304 | 0.8450 |
213
+ | 0.0004 | 158.0 | 3792 | 1.0596 | 0.2754 | 0.3333 | 0.3016 | 0.8444 |
214
+ | 0.0004 | 159.0 | 3816 | 1.0633 | 0.2836 | 0.3333 | 0.3065 | 0.8445 |
215
+ | 0.0004 | 160.0 | 3840 | 1.0653 | 0.2836 | 0.3333 | 0.3065 | 0.8445 |
216
+ | 0.0004 | 161.0 | 3864 | 1.0687 | 0.2754 | 0.3333 | 0.3016 | 0.8446 |
217
+ | 0.0004 | 162.0 | 3888 | 1.0732 | 0.2714 | 0.3333 | 0.2992 | 0.8448 |
218
+ | 0.0005 | 163.0 | 3912 | 1.0729 | 0.2568 | 0.3333 | 0.2901 | 0.8444 |
219
+ | 0.0004 | 164.0 | 3936 | 1.0764 | 0.2533 | 0.3333 | 0.2879 | 0.8436 |
220
+ | 0.0005 | 165.0 | 3960 | 1.0737 | 0.2794 | 0.3333 | 0.304 | 0.8465 |
221
+ | 0.0005 | 166.0 | 3984 | 1.0700 | 0.2754 | 0.3333 | 0.3016 | 0.8482 |
222
+ | 0.0004 | 167.0 | 4008 | 1.0679 | 0.2794 | 0.3333 | 0.304 | 0.8496 |
223
+ | 0.0005 | 168.0 | 4032 | 1.0695 | 0.2676 | 0.3333 | 0.2969 | 0.8498 |
224
+ | 0.0004 | 169.0 | 4056 | 1.0704 | 0.2714 | 0.3333 | 0.2992 | 0.8498 |
225
+ | 0.0005 | 170.0 | 4080 | 1.0716 | 0.2794 | 0.3333 | 0.304 | 0.8495 |
226
+ | 0.0004 | 171.0 | 4104 | 1.0702 | 0.2639 | 0.3333 | 0.2946 | 0.8498 |
227
+ | 0.0005 | 172.0 | 4128 | 1.0713 | 0.25 | 0.3333 | 0.2857 | 0.8491 |
228
+ | 0.0004 | 173.0 | 4152 | 1.0736 | 0.2436 | 0.3333 | 0.2815 | 0.8491 |
229
+ | 0.0005 | 174.0 | 4176 | 1.0808 | 0.2568 | 0.3333 | 0.2901 | 0.8486 |
230
+ | 0.0004 | 175.0 | 4200 | 1.0867 | 0.2639 | 0.3333 | 0.2946 | 0.8486 |
231
+ | 0.0004 | 176.0 | 4224 | 1.0899 | 0.2754 | 0.3333 | 0.3016 | 0.8486 |
232
+ | 0.0004 | 177.0 | 4248 | 1.0900 | 0.2603 | 0.3333 | 0.2923 | 0.8486 |
233
+ | 0.0005 | 178.0 | 4272 | 1.0871 | 0.2754 | 0.3333 | 0.3016 | 0.8489 |
234
+ | 0.0004 | 179.0 | 4296 | 1.0863 | 0.2794 | 0.3333 | 0.304 | 0.8492 |
235
+ | 0.0004 | 180.0 | 4320 | 1.0892 | 0.2754 | 0.3333 | 0.3016 | 0.8493 |
236
+ | 0.0004 | 181.0 | 4344 | 1.0919 | 0.2639 | 0.3333 | 0.2946 | 0.8489 |
237
+ | 0.0004 | 182.0 | 4368 | 1.0933 | 0.2639 | 0.3333 | 0.2946 | 0.8490 |
238
+ | 0.0004 | 183.0 | 4392 | 1.0949 | 0.2639 | 0.3333 | 0.2946 | 0.8489 |
239
+ | 0.0004 | 184.0 | 4416 | 1.0953 | 0.2639 | 0.3333 | 0.2946 | 0.8489 |
240
+ | 0.0004 | 185.0 | 4440 | 1.1031 | 0.2714 | 0.3333 | 0.2992 | 0.8496 |
241
+ | 0.0004 | 186.0 | 4464 | 1.1049 | 0.2639 | 0.3333 | 0.2946 | 0.8494 |
242
+ | 0.0004 | 187.0 | 4488 | 1.1082 | 0.2676 | 0.3333 | 0.2969 | 0.8495 |
243
+ | 0.0004 | 188.0 | 4512 | 1.1091 | 0.2639 | 0.3333 | 0.2946 | 0.8494 |
244
+ | 0.0004 | 189.0 | 4536 | 1.1109 | 0.2639 | 0.3333 | 0.2946 | 0.8494 |
245
+ | 0.0004 | 190.0 | 4560 | 1.1119 | 0.2639 | 0.3333 | 0.2946 | 0.8494 |
246
+ | 0.0004 | 191.0 | 4584 | 1.1129 | 0.2603 | 0.3333 | 0.2923 | 0.8494 |
247
+ | 0.0004 | 192.0 | 4608 | 1.1139 | 0.2639 | 0.3333 | 0.2946 | 0.8494 |
248
+ | 0.0005 | 193.0 | 4632 | 1.1051 | 0.2676 | 0.3333 | 0.2969 | 0.8497 |
249
+ | 0.0004 | 194.0 | 4656 | 1.1037 | 0.2639 | 0.3333 | 0.2946 | 0.8495 |
250
+ | 0.0004 | 195.0 | 4680 | 1.1045 | 0.2568 | 0.3333 | 0.2901 | 0.8496 |
251
+ | 0.0004 | 196.0 | 4704 | 1.1052 | 0.2568 | 0.3333 | 0.2901 | 0.8496 |
252
+ | 0.0004 | 197.0 | 4728 | 1.1057 | 0.2568 | 0.3333 | 0.2901 | 0.8496 |
253
+ | 0.0004 | 198.0 | 4752 | 1.1057 | 0.2533 | 0.3333 | 0.2879 | 0.8497 |
254
+ | 0.0004 | 199.0 | 4776 | 1.1061 | 0.2533 | 0.3333 | 0.2879 | 0.8497 |
255
+ | 0.0004 | 200.0 | 4800 | 1.1061 | 0.2533 | 0.3333 | 0.2879 | 0.8498 |
256
 
257
 
258
  ### Framework versions
259
 
260
+ - Transformers 4.31.0.dev0
261
  - Pytorch 2.0.0
262
  - Datasets 2.1.0
263
  - Tokenizers 0.13.3