---
base_model: apanc/russian-inappropriate-messages
tags:
- generated_from_trainer
metrics:
- accuracy
model-index:
- name: dnd2
  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. -->

# dnd2

This model is a fine-tuned version of [apanc/russian-inappropriate-messages](https://huggingface.co/apanc/russian-inappropriate-messages) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1599
- Accuracy: 0.9298

## 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-06
- 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: 12

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| No log        | 1.0   | 15   | 0.9829          | 0.6316   |
| No log        | 2.0   | 30   | 0.5511          | 0.7193   |
| No log        | 3.0   | 45   | 0.3689          | 0.8421   |
| No log        | 4.0   | 60   | 0.2890          | 0.9123   |
| No log        | 5.0   | 75   | 0.2439          | 0.8947   |
| No log        | 6.0   | 90   | 0.2130          | 0.8947   |
| No log        | 7.0   | 105  | 0.1932          | 0.8947   |
| No log        | 8.0   | 120  | 0.1789          | 0.9123   |
| No log        | 9.0   | 135  | 0.1702          | 0.9123   |
| No log        | 10.0  | 150  | 0.1643          | 0.9123   |
| No log        | 11.0  | 165  | 0.1610          | 0.9123   |
| No log        | 12.0  | 180  | 0.1599          | 0.9298   |


### Framework versions

- Transformers 4.32.1
- Pytorch 2.3.0+cu121
- Datasets 2.20.0
- Tokenizers 0.13.2