---
tags:
- generated_from_trainer
model-index:
- name: toxicbert-hatexplain-label-all-tokens-False-3epoch
  results: []
---

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# toxicbert-hatexplain-label-all-tokens-False-3epoch

This model is a fine-tuned version of [unitary/toxic-bert](https://huggingface.co/unitary/toxic-bert) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1779

## 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: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| No log        | 1.0   | 174  | 0.1816          |
| No log        | 2.0   | 348  | 0.1751          |
| 0.1869        | 3.0   | 522  | 0.1779          |


### Framework versions

- Transformers 4.23.1
- Pytorch 1.12.1+cu113
- Datasets 2.5.2
- Tokenizers 0.13.1