benzlokzik commited on
Commit
fe97844
·
1 Parent(s): e611fbc

add info to READMEs

Browse files
Files changed (2) hide show
  1. README.md +29 -0
  2. 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)