--- license: cc-by-4.0 base_model: deepset/roberta-base-squad2 tags: - generated_from_trainer model-index: - name: bankstatementmodelver8 results: [] --- # bankstatementmodelver8 This model is a fine-tuned version of [deepset/roberta-base-squad2](https://huggingface.co./deepset/roberta-base-squad2) on an unknown dataset. It achieves the following results on the evaluation set: - Loss: 0.0 ## Model description More information needed ## Intended uses & limitations More information needed ## Training and evaluation data More information needed ## Training procedure ### Training hyperparameters The following hyperparameters were used during training: - learning_rate: 2e-05 - train_batch_size: 16 - eval_batch_size: 11 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - num_epochs: 150 ### Training results | Training Loss | Epoch | Step | Validation Loss | |:-------------:|:-----:|:------:|:---------------:| | 0.1067 | 1.0 | 981 | 0.0322 | | 0.0357 | 2.0 | 1962 | 0.0228 | | 0.0239 | 3.0 | 2943 | 0.0172 | | 0.0253 | 4.0 | 3924 | 0.0158 | | 0.0206 | 5.0 | 4905 | 0.0127 | | 0.0168 | 6.0 | 5886 | 0.0160 | | 0.0158 | 7.0 | 6867 | 0.0154 | | 0.0169 | 8.0 | 7848 | 0.0134 | | 0.0162 | 9.0 | 8829 | 0.0081 | | 0.0162 | 10.0 | 9810 | 0.0101 | | 0.0126 | 11.0 | 10791 | 0.0082 | | 0.0128 | 12.0 | 11772 | 0.0080 | | 0.013 | 13.0 | 12753 | 0.0119 | | 0.0117 | 14.0 | 13734 | 0.0105 | | 0.0117 | 15.0 | 14715 | 0.0106 | | 0.0112 | 16.0 | 15696 | 0.0100 | | 0.0103 | 17.0 | 16677 | 0.0078 | | 0.0075 | 18.0 | 17658 | 0.0060 | | 0.0057 | 19.0 | 18639 | 0.0088 | | 0.0077 | 20.0 | 19620 | 0.0076 | | 0.006 | 21.0 | 20601 | 0.0149 | | 0.0065 | 22.0 | 21582 | 0.0062 | | 0.0093 | 23.0 | 22563 | 0.0081 | | 0.0045 | 24.0 | 23544 | 0.0054 | | 0.005 | 25.0 | 24525 | 0.0048 | | 0.0068 | 26.0 | 25506 | 0.0122 | | 0.0063 | 27.0 | 26487 | 0.0038 | | 0.0043 | 28.0 | 27468 | 0.0063 | | 0.0055 | 29.0 | 28449 | 0.0096 | | 0.0034 | 30.0 | 29430 | 0.0045 | | 0.0033 | 31.0 | 30411 | 0.0025 | | 0.0027 | 32.0 | 31392 | 0.0047 | | 0.002 | 33.0 | 32373 | 0.0053 | | 0.0055 | 34.0 | 33354 | 0.0026 | | 0.0044 | 35.0 | 34335 | 0.0010 | | 0.0047 | 36.0 | 35316 | 0.0008 | | 0.0019 | 37.0 | 36297 | 0.0011 | | 0.0006 | 38.0 | 37278 | 0.0030 | | 0.0015 | 39.0 | 38259 | 0.0010 | | 0.0005 | 40.0 | 39240 | 0.0008 | | 0.0018 | 41.0 | 40221 | 0.0001 | | 0.0026 | 42.0 | 41202 | 0.0017 | | 0.0 | 43.0 | 42183 | 0.0002 | | 0.002 | 44.0 | 43164 | 0.0009 | | 0.0012 | 45.0 | 44145 | 0.0000 | | 0.0018 | 46.0 | 45126 | 0.0110 | | 0.0006 | 47.0 | 46107 | 0.0018 | | 0.0016 | 48.0 | 47088 | 0.0000 | | 0.0017 | 49.0 | 48069 | 0.0000 | | 0.0014 | 50.0 | 49050 | 0.0000 | | 0.0001 | 51.0 | 50031 | 0.0000 | | 0.0018 | 52.0 | 51012 | 0.0020 | | 0.0001 | 53.0 | 51993 | 0.0001 | | 0.0009 | 54.0 | 52974 | 0.0040 | | 0.0021 | 55.0 | 53955 | 0.0000 | | 0.0018 | 56.0 | 54936 | 0.0000 | | 0.0005 | 57.0 | 55917 | 0.0000 | | 0.0 | 58.0 | 56898 | 0.0000 | | 0.0014 | 59.0 | 57879 | 0.0000 | | 0.0008 | 60.0 | 58860 | 0.0000 | | 0.0002 | 61.0 | 59841 | 0.0000 | | 0.0018 | 62.0 | 60822 | 0.0000 | | 0.0016 | 63.0 | 61803 | 0.0003 | | 0.0 | 64.0 | 62784 | 0.0000 | | 0.0001 | 65.0 | 63765 | 0.0000 | | 0.0014 | 66.0 | 64746 | 0.0004 | | 0.0006 | 67.0 | 65727 | 0.0000 | | 0.0 | 68.0 | 66708 | 0.0000 | | 0.0 | 69.0 | 67689 | 0.0000 | | 0.0002 | 70.0 | 68670 | 0.0000 | | 0.0001 | 71.0 | 69651 | 0.0000 | | 0.0 | 72.0 | 70632 | 0.0000 | | 0.0005 | 73.0 | 71613 | 0.0000 | | 0.0009 | 74.0 | 72594 | 0.0000 | | 0.0007 | 75.0 | 73575 | 0.0000 | | 0.0 | 76.0 | 74556 | 0.0005 | | 0.0 | 77.0 | 75537 | 0.0000 | | 0.0 | 78.0 | 76518 | 0.0000 | | 0.0004 | 79.0 | 77499 | 0.0000 | | 0.0001 | 80.0 | 78480 | 0.0000 | | 0.0 | 81.0 | 79461 | 0.0000 | | 0.0013 | 82.0 | 80442 | 0.0000 | | 0.0 | 83.0 | 81423 | 0.0000 | | 0.0 | 84.0 | 82404 | 0.0000 | | 0.0 | 85.0 | 83385 | 0.0000 | | 0.0001 | 86.0 | 84366 | 0.0000 | | 0.001 | 87.0 | 85347 | 0.0000 | | 0.0 | 88.0 | 86328 | 0.0000 | | 0.0001 | 89.0 | 87309 | 0.0000 | | 0.0004 | 90.0 | 88290 | 0.0000 | | 0.0 | 91.0 | 89271 | 0.0000 | | 0.0 | 92.0 | 90252 | 0.0000 | | 0.0 | 93.0 | 91233 | 0.0000 | | 0.001 | 94.0 | 92214 | 0.0000 | | 0.0 | 95.0 | 93195 | 0.0000 | | 0.0 | 96.0 | 94176 | 0.0000 | | 0.0 | 97.0 | 95157 | 0.0000 | | 0.0007 | 98.0 | 96138 | 0.0000 | | 0.0 | 99.0 | 97119 | 0.0000 | | 0.0 | 100.0 | 98100 | 0.0000 | | 0.0 | 101.0 | 99081 | 0.0000 | | 0.0 | 102.0 | 100062 | 0.0000 | | 0.0 | 103.0 | 101043 | 0.0 | | 0.0 | 104.0 | 102024 | 0.0000 | | 0.0 | 105.0 | 103005 | 0.0000 | | 0.0 | 106.0 | 103986 | 0.0000 | | 0.0 | 107.0 | 104967 | 0.0 | | 0.0 | 108.0 | 105948 | 0.0000 | | 0.0006 | 109.0 | 106929 | 0.0000 | | 0.0 | 110.0 | 107910 | 0.0000 | | 0.0 | 111.0 | 108891 | 0.0 | | 0.0 | 112.0 | 109872 | 0.0 | | 0.0 | 113.0 | 110853 | 0.0 | | 0.0 | 114.0 | 111834 | 0.0 | | 0.0 | 115.0 | 112815 | 0.0000 | | 0.0 | 116.0 | 113796 | 0.0000 | | 0.0 | 117.0 | 114777 | 0.0000 | | 0.0 | 118.0 | 115758 | 0.0000 | | 0.0 | 119.0 | 116739 | 0.0000 | | 0.0 | 120.0 | 117720 | 0.0 | | 0.0 | 121.0 | 118701 | 0.0 | | 0.0 | 122.0 | 119682 | 0.0 | | 0.0 | 123.0 | 120663 | 0.0 | | 0.0013 | 124.0 | 121644 | 0.0000 | | 0.0 | 125.0 | 122625 | 0.0000 | | 0.0 | 126.0 | 123606 | 0.0000 | | 0.0 | 127.0 | 124587 | 0.0000 | | 0.0 | 128.0 | 125568 | 0.0000 | | 0.0 | 129.0 | 126549 | 0.0000 | | 0.0 | 130.0 | 127530 | 0.0 | | 0.0 | 131.0 | 128511 | 0.0 | | 0.0 | 132.0 | 129492 | 0.0 | | 0.0 | 133.0 | 130473 | 0.0 | | 0.0 | 134.0 | 131454 | 0.0 | | 0.0 | 135.0 | 132435 | 0.0 | | 0.0 | 136.0 | 133416 | 0.0 | | 0.0 | 137.0 | 134397 | 0.0 | | 0.0 | 138.0 | 135378 | 0.0 | | 0.0 | 139.0 | 136359 | 0.0 | | 0.0 | 140.0 | 137340 | 0.0 | | 0.0 | 141.0 | 138321 | 0.0 | | 0.0 | 142.0 | 139302 | 0.0 | | 0.0 | 143.0 | 140283 | 0.0 | | 0.0 | 144.0 | 141264 | 0.0 | | 0.0 | 145.0 | 142245 | 0.0 | | 0.0 | 146.0 | 143226 | 0.0 | | 0.0 | 147.0 | 144207 | 0.0 | | 0.0 | 148.0 | 145188 | 0.0 | | 0.0 | 149.0 | 146169 | 0.0 | | 0.0 | 150.0 | 147150 | 0.0 | ### Framework versions - Transformers 4.33.2 - Pytorch 2.0.1+cu118 - Tokenizers 0.13.3