---
license: apache-2.0
tags:
- generated_from_trainer
metrics:
- accuracy
- f1
model-index:
- name: unsupervised-fine-tune-bert-exist-5
  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. -->

# unsupervised-fine-tune-bert-exist-5

This model is a fine-tuned version of [nouman-10/unsupervised-exist](https://huggingface.co/nouman-10/unsupervised-exist) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 1.8920
- Accuracy: 0.6337
- F1: 0.6337

## 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: 16
- 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 | Accuracy | F1     |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
| No log        | 1.0   | 194  | 0.9582          | 0.6337   | 0.6337 |
| No log        | 2.0   | 388  | 0.9158          | 0.6657   | 0.6657 |
| 0.9283        | 3.0   | 582  | 1.0225          | 0.6453   | 0.6453 |
| 0.9283        | 4.0   | 776  | 1.1757          | 0.6453   | 0.6453 |
| 0.9283        | 5.0   | 970  | 1.4833          | 0.6541   | 0.6541 |
| 0.3           | 6.0   | 1164 | 1.5788          | 0.6424   | 0.6424 |
| 0.3           | 7.0   | 1358 | 1.7086          | 0.6424   | 0.6424 |
| 0.0837        | 8.0   | 1552 | 1.7899          | 0.625    | 0.625  |
| 0.0837        | 9.0   | 1746 | 1.8782          | 0.6366   | 0.6366 |
| 0.0837        | 10.0  | 1940 | 1.8920          | 0.6337   | 0.6337 |


### Framework versions

- Transformers 4.26.1
- Pytorch 1.13.1+cu116
- Datasets 2.10.1
- Tokenizers 0.13.2