Commit
·
fe97844
1
Parent(s):
e611fbc
add info to READMEs
Browse files- README.md +29 -0
- README_RU.md +23 -0
README.md
CHANGED
|
@@ -7,4 +7,33 @@ language:
|
|
| 7 |
base_model:
|
| 8 |
- cointegrated/rubert-tiny2
|
| 9 |
library_name: transformers
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 10 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 7 |
base_model:
|
| 8 |
- cointegrated/rubert-tiny2
|
| 9 |
library_name: transformers
|
| 10 |
+
tags:
|
| 11 |
+
- spam-detection
|
| 12 |
+
- text-classification
|
| 13 |
+
- russian
|
| 14 |
+
pipeline_tag: text-classification
|
| 15 |
---
|
| 16 |
+
|
| 17 |
+
**English** | [Русский](./README_RU.md)
|
| 18 |
+
|
| 19 |
+
# BERT Spam Detector
|
| 20 |
+
|
| 21 |
+
Fine-tuned [rubert-tiny2](https://huggingface.co/cointegrated/rubert-tiny2) for Russian chat spam classification.
|
| 22 |
+
|
| 23 |
+
## Usage
|
| 24 |
+
|
| 25 |
+
```python
|
| 26 |
+
from transformers import pipeline
|
| 27 |
+
|
| 28 |
+
classifier = pipeline("text-classification", model="benzlokzik/spam-detector-bert")
|
| 29 |
+
classifier("Удалённая работа! Доход от 150 000₽. Без опыта. Пиши + в личку")
|
| 30 |
+
```
|
| 31 |
+
|
| 32 |
+
## Training Data
|
| 33 |
+
|
| 34 |
+
[benzlokzik/russian-spam-fork](https://huggingface.co/datasets/benzlokzik/russian-spam-fork)
|
| 35 |
+
|
| 36 |
+
## Links
|
| 37 |
+
|
| 38 |
+
- [Training code](https://github.com/benzlokzik/spam-detector)
|
| 39 |
+
- [spam-detection collection](https://huggingface.co/collections/benzlokzik/spam-detection)
|
README_RU.md
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[English](./README.md) | **Русский**
|
| 2 |
+
|
| 3 |
+
# BERT Детектор спама
|
| 4 |
+
|
| 5 |
+
Дообученный [rubert-tiny2](https://huggingface.co/cointegrated/rubert-tiny2) для классификации спама в русскоязычных чатах.
|
| 6 |
+
|
| 7 |
+
## Использование
|
| 8 |
+
|
| 9 |
+
```python
|
| 10 |
+
from transformers import pipeline
|
| 11 |
+
|
| 12 |
+
classifier = pipeline("text-classification", model="benzlokzik/spam-detector-bert")
|
| 13 |
+
classifier("Удалённая работа! Доход от 150 000₽. Без опыта. Пиши + в личку")
|
| 14 |
+
```
|
| 15 |
+
|
| 16 |
+
## Данные для обучения
|
| 17 |
+
|
| 18 |
+
[benzlokzik/russian-spam-fork](https://huggingface.co/datasets/benzlokzik/russian-spam-fork)
|
| 19 |
+
|
| 20 |
+
## Ссылки
|
| 21 |
+
|
| 22 |
+
- [Код обучения](https://github.com/benzlokzik/spam-detector)
|
| 23 |
+
- [Коллекция spam-detection](https://huggingface.co/collections/benzlokzik/spam-detection)
|