| --- |
| license: apache-2.0 |
| tags: |
| - generated_from_trainer |
| model-index: |
| - name: tiny-mlm-squad-plain_text |
| 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. --> |
|
|
| # tiny-mlm-squad-plain_text |
| |
| This model is a fine-tuned version of [google/bert_uncased_L-2_H-128_A-2](https://huggingface.co/google/bert_uncased_L-2_H-128_A-2) on the None dataset. |
| It achieves the following results on the evaluation set: |
| - Loss: 4.0170 |
| |
| ## 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: 3e-05 |
| - train_batch_size: 32 |
| - eval_batch_size: 32 |
| - seed: 42 |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
| - lr_scheduler_type: constant |
| - num_epochs: 200 |
| |
| ### Training results |
| |
| | Training Loss | Epoch | Step | Validation Loss | |
| |:-------------:|:-----:|:----:|:---------------:| |
| | 4.4628 | 0.4 | 500 | 3.9931 | |
| | 4.0687 | 0.8 | 1000 | 3.9571 | |
| | 3.9256 | 1.2 | 1500 | 3.9381 | |
| | 3.7901 | 1.6 | 2000 | 3.9680 | |
| | 3.715 | 2.0 | 2500 | 3.9487 | |
| | 3.6632 | 2.4 | 3000 | 4.0170 | |
| |
| |
| ### Framework versions |
| |
| - Transformers 4.26.0.dev0 |
| - Pytorch 1.13.0+cu116 |
| - Datasets 2.8.1.dev0 |
| - Tokenizers 0.13.2 |
| |
