SAR (सार) in Hindi means summary. This is my work on Hindi Text Summarization on news articles using state-of-the-art transformer models.
Hindi News Summarizer
SAR (सार) - State-of-the-art Summarization for Hindi
Overview
Models
Inference results are on 2k sample data:
| Model | Checkpoint | Rouge-2 [f_score] | Inference Time |
|---|---|---|---|
| BART | ai4bharat/IndicBART | 21.48 | 20min 27s |
| T5 | csebuetnlp/mT5_multilingual_XLSum | 20.21 | 45min 54s |
API Usage
You can summarize any Hindi news article in just 5 lines of code:
import requests
api_endpoint = "https://hf.space/embed/d0r1h/Hindi_News_Summarizer/+/api/predict/"
news_url = "https://www.amarujala.com/uttar-pradesh/shamli/..."
r = requests.post(url=api_endpoint, json={"data": [news_url, "BART"]})
print(r.json()['data'][0])