---
license: apache-2.0
base_model: bert-base-cased
tags:
- generated_from_trainer
model-index:
- name: bert_C_2
  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. -->

# bert_C_2

This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 6722.5049
- Mae: 52.1614

## 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: 2.5e-05
- train_batch_size: 72
- eval_batch_size: 72
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 20

### Training results

| Training Loss | Epoch | Step | Validation Loss | Mae     |
|:-------------:|:-----:|:----:|:---------------:|:-------:|
| No log        | 1.0   | 51   | 8283.7012       | 62.4105 |
| No log        | 2.0   | 102  | 7761.8237       | 58.8175 |
| No log        | 3.0   | 153  | 7552.2861       | 57.4051 |
| No log        | 4.0   | 204  | 7422.1416       | 56.5480 |
| No log        | 5.0   | 255  | 7319.2437       | 55.8786 |
| No log        | 6.0   | 306  | 7231.1514       | 55.3173 |
| No log        | 7.0   | 357  | 7153.9229       | 54.8313 |
| No log        | 8.0   | 408  | 7085.3296       | 54.4032 |
| No log        | 9.0   | 459  | 7023.9609       | 54.0201 |
| 8468.761      | 10.0  | 510  | 6969.4009       | 53.6830 |
| 8468.761      | 11.0  | 561  | 6920.9131       | 53.3808 |
| 8468.761      | 12.0  | 612  | 6878.1675       | 53.1132 |
| 8468.761      | 13.0  | 663  | 6841.0210       | 52.8787 |
| 8468.761      | 14.0  | 714  | 6809.2080       | 52.6846 |
| 8468.761      | 15.0  | 765  | 6782.4966       | 52.5224 |
| 8468.761      | 16.0  | 816  | 6760.8091       | 52.3901 |
| 8468.761      | 17.0  | 867  | 6744.0356       | 52.2873 |
| 8468.761      | 18.0  | 918  | 6732.0830       | 52.2164 |
| 8468.761      | 19.0  | 969  | 6724.9185       | 52.1753 |
| 7734.004      | 20.0  | 1020 | 6722.5049       | 52.1614 |


### Framework versions

- Transformers 4.37.1
- Pytorch 2.1.2+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1