---
library_name: transformers
tags:
- generated_from_trainer
metrics:
- accuracy
- f1
- precision
- recall
model-index:
- name: bert-clf-biencoder-kl_divergence
  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-clf-biencoder-kl_divergence

This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.9469
- Accuracy: 0.6828
- F1: 0.6844
- Precision: 0.6937
- Recall: 0.6828

## 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: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- num_epochs: 7

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     | Precision | Recall |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
| 1.1449        | 1.0   | 78   | 1.0565          | 0.5987   | 0.5820 | 0.6068    | 0.5987 |
| 0.8672        | 2.0   | 156  | 0.8471          | 0.6505   | 0.6449 | 0.6611    | 0.6505 |
| 0.6288        | 3.0   | 234  | 0.8003          | 0.6828   | 0.6858 | 0.6933    | 0.6828 |
| 0.5023        | 4.0   | 312  | 0.8179          | 0.6893   | 0.6911 | 0.7008    | 0.6893 |
| 0.332         | 5.0   | 390  | 0.8610          | 0.6861   | 0.6866 | 0.6907    | 0.6861 |
| 0.2637        | 6.0   | 468  | 0.9075          | 0.6861   | 0.6870 | 0.6890    | 0.6861 |
| 0.1895        | 7.0   | 546  | 0.9469          | 0.6828   | 0.6844 | 0.6937    | 0.6828 |


### Framework versions

- Transformers 4.45.1
- Pytorch 2.4.0
- Datasets 3.0.1
- Tokenizers 0.20.0