---
license: cc-by-nc-4.0
datasets:
- benzlokzik/russian-spam-fork
language:
- ru
base_model:
- cointegrated/rubert-tiny2
library_name: transformers
tags:
- spam-detection
- text-classification
- russian
pipeline_tag: text-classification
---

**English** | [Русский](./README_RU.md)

# BERT Spam Detector

Fine-tuned [rubert-tiny2](https://huggingface.co/cointegrated/rubert-tiny2) for Russian chat spam classification.

## Usage

```python
from transformers import pipeline

classifier = pipeline("text-classification", model="benzlokzik/spam-detector-bert")
classifier("Удалённая работа! Доход от 150 000₽. Без опыта. Пиши + в личку")
```

## Training Data

[benzlokzik/russian-spam-fork](https://huggingface.co/datasets/benzlokzik/russian-spam-fork)

## Links

- [Training code](https://github.com/benzlokzik/spam-detector)
- [spam-detection collection](https://huggingface.co/collections/benzlokzik/spam-detection)