| --- |
| license: apache-2.0 |
| base_model: distilbert-base-uncased-distilled-squad |
| tags: |
| - generated_from_trainer |
| model-index: |
| - name: bankstatementmodelver2 |
| results: [] |
| --- |
| |
| <!-- This model card has been generated automatically according to the information the Trainer had access to. You |
| should probably proofread and complete it, then remove this comment. --> |
|
|
| # bankstatementmodelver2 |
|
|
| This model is a fine-tuned version of [distilbert-base-uncased-distilled-squad](https://huggingface.co/distilbert-base-uncased-distilled-squad) on the None dataset. |
| It achieves the following results on the evaluation set: |
| - Loss: 5.9506 |
|
|
| ## 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: 0.01 |
| - 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: 10 |
|
|
| ### Training results |
|
|
| | Training Loss | Epoch | Step | Validation Loss | |
| |:-------------:|:-----:|:----:|:---------------:| |
| | 5.9985 | 1.0 | 981 | 5.9506 | |
| | 5.9666 | 2.0 | 1962 | 5.9506 | |
| | 5.9623 | 3.0 | 2943 | 5.9506 | |
| | 5.9592 | 4.0 | 3924 | 5.9506 | |
| | 5.9577 | 5.0 | 4905 | 5.9506 | |
| | 5.956 | 6.0 | 5886 | 5.9506 | |
| | 5.9565 | 7.0 | 6867 | 5.9506 | |
| | 5.9543 | 8.0 | 7848 | 5.9506 | |
| | 5.9535 | 9.0 | 8829 | 5.9506 | |
| | 5.9519 | 10.0 | 9810 | 5.9506 | |
|
|
|
|
| ### Framework versions |
|
|
| - Transformers 4.33.1 |
| - Pytorch 2.0.1+cu118 |
| - Datasets 2.14.5 |
| - Tokenizers 0.13.3 |
|
|
