---
library_name: transformers
license: mit
base_model: FacebookAI/xlm-roberta-base
tags:
- generated_from_trainer
metrics:
- accuracy
model-index:
- name: ToxicClassification2.0
  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. -->

# ToxicClassification2.0

This model is a fine-tuned version of [FacebookAI/xlm-roberta-base](https://huggingface.co/FacebookAI/xlm-roberta-base) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.7477
- Accuracy: 0.8677

## 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: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 10

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 0.4987        | 1.0   | 970  | 0.3175          | 0.8598   |
| 0.3342        | 2.0   | 1940 | 0.3325          | 0.8692   |
| 0.2808        | 3.0   | 2910 | 0.3273          | 0.8675   |
| 0.2514        | 4.0   | 3880 | 0.3878          | 0.8652   |
| 0.2075        | 5.0   | 4850 | 0.4068          | 0.8611   |
| 0.1887        | 6.0   | 5820 | 0.5277          | 0.8692   |
| 0.1641        | 7.0   | 6790 | 0.6208          | 0.8662   |
| 0.1419        | 8.0   | 7760 | 0.6979          | 0.8698   |
| 0.1150        | 9.0   | 8730 | 0.7489          | 0.8673   |
| 0.1005        | 10.0  | 9700 | 0.7477          | 0.8677   |


### Framework versions

- Transformers 5.13.1
- Pytorch 2.11.0+cu128
- Datasets 4.0.0
- Tokenizers 0.22.2