Text Summarization Transformers Transformer Models

Tools for condensing text documents into shorter summaries using transformer models (both extractive and abstractive methods). Does NOT include general document processing, translation, or tools primarily focused on other NLP tasks like question-answering or content detection.

There are 100 text summarization transformers models tracked. The highest-rated is abelriboulot/onnxt5 at 49/100 with 256 stars and 134 monthly downloads.

Get all 100 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=text-summarization-transformers&limit=20"

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#	Model	Score	Tier	Stars	Language
1	abelriboulot/onnxt5 Summarization, translation, sentiment-analysis, text-generation and more at...	49	Emerging	256	Python
2	pszemraj/textsum CLI & Python API to easily summarize text-based files with transformers	44	Emerging	132	Python
3	rojagtap/transformer-abstractive-summarization Abstractive Text Summarization using Transformer	41	Emerging	168	Jupyter Notebook
4	abhilash1910/LongPegasus LongPegasus package is used for inducing longformer self attention over base...	36	Emerging	4	Jupyter Notebook
5	Active-Matrix/proximity Proximity is an AI-powered news aggregator and TL;DR summarizer with a...	34	Emerging	3	TypeScript
6	HHousen/DocSum A tool to automatically summarize documents abstractively using the BART or...	34	Emerging	69	Python
7	praj2408/Text-Summarizer-Project The text summarizer project is an innovative tool designed to condense...	32	Emerging	16	Jupyter Notebook
8	singhsidhukuldeep/Text-Summarizer Comparing state of the art models for text summary generation	31	Emerging	19	Jupyter Notebook
9	InflixOP/ContentSnap ContentSnap is a powerful browser extension that leverages cutting-edge NLP...	28	Experimental	8	JavaScript
10	aj-naik/Text-Summarization Abstractive and Extractive Text summarization using Transformers.	28	Experimental	86	Jupyter Notebook
11	linydub/azureml-greenai-txtsum Samples for fine-tuning HuggingFace models with AzureML	28	Experimental	10	—
12	JessicaLopezEspejel/HazPi HazPi is a modified Transformer(Vaswani et al., 2017) neural network...	27	Experimental	3	Python
13	aaronbriel/absum Abstractive Summarization for Data Augmentation	26	Experimental	3	Python
14	siwei-li/NLP_summarization Summarization of lecture video transcripts using BERT.	26	Experimental	3	Jupyter Notebook
15	saloni-1919/biosum-reliable AI-powered biomedical text summarization using extractive NLP, biomedical...	25	Experimental	3	Python
16	nsi319/Finetune-Transformers Abstractive text summarization by fine-tuning seq2seq models.	25	Experimental	39	Python
17	fajri91/sum_liputan6 The first large-scale summarization corpus for the Indonesian language. AACL 2020.	25	Experimental	38	Python
18	m3hrdadfi/news-headline-generation A Bert2Bert model which able to generate headlines!	25	Experimental	12	Python
19	NC0DER/GreekT5 A series of Greek News Summarization Sequence-to-Sequence Models built with...	24	Experimental	2	Python
20	MehnaazAsad/NLP_summarization_bart NLP summarization task with the Bart LLM	23	Experimental	2	Jupyter Notebook
21	RohitMacherla3/wikiHow_text_summarization_llms The project aims to utilize pre-trained Large Language Models (LLMs) for...	23	Experimental	1	Jupyter Notebook
22	NC0DER/GreekWikipedia A Greek abstractive summarization dataset based on Wikipedia.	23	Experimental	2	Python
23	Mechres/text-summarize Flask-based API that provides a user-friendly interface to summarize text in...	23	Experimental	2	Python
24	jsuryanm/text-summarization-system End-to-End text summarization system built with bart-base using HuggingFace...	21	Experimental	—	Jupyter Notebook
25	gersongerardcruz/extractive_and_abstractive_text_summarization A combination of extractive and abstractive text summarization for...	20	Experimental	15	Jupyter Notebook
26	Deven1902/MailSensei Email summarizer project for the GenAI hackathon organzied by the Peerlist	19	Experimental	7	Python
27	tezansahu/Janus-AI Janus AI is an Edge extension for text paraphrasing, powered by SoTA NLP...	19	Experimental	9	JavaScript
28	arnaudstdr/resume_news Automated AI monitoring pipeline generating a structured summary each week...	19	Experimental	—	Python
29	AmoghPradeep/abstractive-text-summarizer Abstractive text summarization using BART.	18	Experimental	7	Python
30	Navya0203/Abstractive-Text-Summarization-Using-RNN-and-Transformers This repository contains implementations of abstractive text summarization...	17	Experimental	3	Jupyter Notebook
31	m3hrdadfi/wiki-summary A Bert2Bert model which able to summarize articles!	16	Experimental	28	Python
32	TonmoyTalukder/Rank-Your-Summaries-Enhancing-Bengali-Text-Summarization-via-Ranking-based-Approach Enhancinng Bengali Text Summarization via Ranking based Approach	16	Experimental	2	Jupyter Notebook
33	Anmol25/NewsDigest An AI-powered full-stack news platform delivering personalized...	16	Experimental	1	Python
34	AlanC12138/summarizer-api AI-powered document summarization API built with FastAPI, Hugging Face...	16	Experimental	1	Python
35	SwethaMagesh/sankshepika-mlpro NLP based Legal document summariser. Takes large documents with complex...	16	Experimental	1	Jupyter Notebook
36	QuantLet/Encode-the-Qode Towards Code Summarization for Scientific Domain Experts on Scarce Data...	16	Experimental	1	Jupyter Notebook
37	Mohit1053/text-summarizer-nlp Text summarization tool using NLP techniques (extractive + abstractive)	15	Experimental	—	Jupyter Notebook
38	perlathebian/multilingual-ai-news-summarizer AI-powered web app for multilingual news summarization. Processes...	15	Experimental	1	Python
39	tommasofacchin/text-summarization-transformer Text summarization using a Transformer-based model built from scratch.	15	Experimental	1	Jupyter Notebook
40	ArnavAg21/SummarizePaper AI-powered web application that summarizes academic research papers using...	15	Experimental	—	Python
41	PaschalisAg/SummarizationModelT5 A lightweight, modular Transformer-based text summarization system built by...	15	Experimental	—	Python
42	Nanduu-10/summerizer-cli A simple CLI tool for summarizing text using Hugging Face Transformers	15	Experimental	—	Python
43	anitaxokojie/Multilingual-extractive-summarization Domain-aware semantic summarizer using BERT and Pagerank. Features bias...	15	Experimental	—	Jupyter Notebook
44	kalenmcmillan/quickread Summarize any news article instantly using AI	15	Experimental	—	HTML
45	Aqib121201/BurgerBot LLM dashboard for German policy documents—translation, summarization, visualization	14	Experimental	3	Python
46	SC4RECOIN/BERT-summarizer Text Summarization with Pretrained Encoders	14	Experimental	9	Python
47	ertosns/wiki-summary wikipedia summarizer transformer	14	Experimental	1	Python
48	mkreager/nlp-summarization Automated Lecture Video Summarization	14	Experimental	1	HTML
49	Thatimmorsit/llm-document-summarizer A Python-based tool for summarizing long documents using state-of-the-art...	14	Experimental	—	Python
50	sghosh-04/notes_generator End-to-end AI pipeline — speech-to-text, NLP summarization, topic...	14	Experimental	—	Python
51	GoJo-Rika/Text-Summarizer-Using-HuggingFace-Transformers An end-to-end MLOps project for text summarization using the HuggingFace...	14	Experimental	—	Jupyter Notebook
52	ManoharVit/Financial-News-Summarization An NLP toolkit for finance that uses fine-tuned PEGASUS and BERT models to...	13	Experimental	—	Jupyter Notebook
53	sonoisa/qiita-title-generation Qiitaの記事本文を与えるとタイトルを自動生成してくれる深層学習モデルの推論処理	13	Experimental	5	Jupyter Notebook
54	nerdimite/abstract-to-title-generator A T5-based Seq2Seq Model that Generates Titles for Machine Learning Papers...	13	Experimental	8	Jupyter Notebook
55	itsabhishekm/Text_Summarizer Google Pegasus has been fine-tuned for text summarization, and the remaining...	12	Experimental	1	CSS
56	srujankothuri/SummarizeLaw SummarizeLaw uses InLegalBERT to generate concise summaries of Indian court...	12	Experimental	1	Jupyter Notebook
57	ananthakr1shnan/SummarizeIt Text summarization web app with fine-tuned Pegasus model. Transform articles...	12	Experimental	1	Jupyter Notebook
58	KhushiRajurkar/Medical-Document-Summarizer An interactive pipeline that extracts and summarizes clinical trial PDFs...	12	Experimental	1	Jupyter Notebook
59	Aditya22b0053/Text-Summarizer Dual-mode text summarizer using BART (abstractive) and a hand-built TF-IDF +...	12	Experimental	1	Python
60	harsh01369/AI-powered-Geo-politics-news-bot End-to-end AI news automation. Fetches from YouTube, RSS, Twitter. 12+...	12	Experimental	1	Python
61	benjamincode-24/autoops-ai-summarizer AutoOps AI Summarizer is an AI-powered web application that generates...	12	Experimental	1	Python
62	JacobMacInnis/summit_mind a portfolio project built to experiment with and deploy lightweight...	12	Experimental	1	Python
63	nicholaswilven/pegasus-tpu-trainer Transformer encoder-decoder (PEGASUS) pretraining and finetuning using...	12	Experimental	3	Jupyter Notebook
64	PaletiKrishnasai/Dialogue-Summarizer Dialogue Summarization application hosted using AWS and CICD deployment with...	12	Experimental	3	Jupyter Notebook
65	Armin-ar79/news-pipeline A Python pipeline to fetch, summarize, and save education and technology...	11	Experimental	—	—
66	emnaxbenjazia/Text-Summarization-NLP-Project This is a learning project. It follows the same general steps and structure...	11	Experimental	—	CSS
67	NeuralNodeAI/AI-TransSummarizer A full-stack AI application powered by FastAPI and Hugging Face Transformers...	11	Experimental	—	HTML
68	sarthakm402/summarizer Used to summarize any pdf and text	11	Experimental	—	Jupyter Notebook
69	DoanhPM/VNBS VNBS - Vietnamese News Briefing System	11	Experimental	—	Jupyter Notebook
70	jarora04/Summar_AI A Transformer-powered NLP system designed to produce accurate and...	11	Experimental	—	Jupyter Notebook
71	mehar04/Chat-Summary-NLP-project An NLP-based Chat Summarization system using Transformer models to generate...	11	Experimental	—	Jupyter Notebook
72	vdoninav/hse_ocr_summ OCR & Summarization Micro-service	11	Experimental	—	Jupyter Notebook
73	mahdi-ahmadi-2002/CodeBART-Code-Summarization CodeBART: A fine-tuned BART-base model for automatic Python code...	11	Experimental	—	Jupyter Notebook
74	samarthFTR/GenSumm-AI A NLP Transformer Summarization scalable Project	11	Experimental	—	JavaScript
75	mahalrs/newsum News Summarization	11	Experimental	—	Python
76	mr-desilva/Multilingual-Dialogue-Summarization-for-Low-Resource-Enviornments Final Year Research Project - This project focuses on the customer service...	11	Experimental	—	Python
77	MoZiegler/news-search-engine CLI News Search Engine (Python) — searches recent news articles, exports...	11	Experimental	—	Python
78	kavya05-cell/AI-Summarizer Repository Description (GitHub About Section): AI-powered multimodal...	11	Experimental	—	Python
79	Ashishjeffery/t5-text-summarization-streamlit Abstractive text summarization system built using a fine-tuned T5...	11	Experimental	—	Python
80	anna-kay/Reddit-summarization Abstractive summarization of Reddit datasets with Transformers.	11	Experimental	5	Jupyter Notebook
81	Shengwei-Peng/Chinese-News-Summarization A project for Chinese news summarization using state-of-the-art pre-trained...	11	Experimental	2	Python
82	Vida181105/Automated-News-Summariser Summarize news articles using both extractive (TextRank) and abstractive (T5...	11	Experimental	—	JavaScript
83	jayakrishnagaddam/Text-Summarization This involves creating algorithms or models that automatically generate...	11	Experimental	2	HTML
84	ksgr5566/News-Headline-Generator A news headline generator finetuned on T5-base.	11	Experimental	2	Jupyter Notebook
85	msorkhpar/wiki-entity-summarization-preprocessor Convert Wikidata and Wikipedia raw files to filterable formats with a focus...	11	Experimental	2	Java
86	Flagro/SummaryForEveryone SummaryForEveryone is an open-source project that brings together...	11	Experimental	2	Jupyter Notebook
87	souradeepdutta/Abstractive-Text-Summarizer-Model-using-Transformers Transformer-based abstractive text summarizer fine-tuned on CNN/DailyMail...	11	Experimental	—	Jupyter Notebook
88	ZacStryker/text-summary Text summarization using NLP/transformers	11	Experimental	—	HTML
89	R-aryan/Text-Summarization-Using-T5 perfroming abstractive text summariztion task using T5, and serving it via REST API	11	Experimental	2	Python
90	utkarshranaa/Recap-It Recap-It is an AI-powered text summarization tool using DistilBART-CNN,...	10	Experimental	1	Python
91	aryansingla45/text-summarizer-hugging-face A simple text summarization app using Hugging Face Transformers and Gradio,...	10	Experimental	1	Makefile
92	styounessi/tldr-jp-notebook Interactive Jupyter Notebook that uses 🤗 Hugging Face Transformers and BART...	10	Experimental	1	Jupyter Notebook
93	andreanstev/News_Article_Summarization A collection of encoder-decoder transformers model fine tuned for...	10	Experimental	1	Jupyter Notebook
94	Abdallahelraey/Text-Summarization This is a full-featured summarization pipeline that processes "ted_talks"...	10	Experimental	1	Jupyter Notebook
95	vabpf/shopwise Shopee Browser Extension for Filtering Spam and Summarizing Product Reviews	10	Experimental	1	Jupyter Notebook
96	ragztigadi/Text-Summarizer-Project- Text Summarizer is an NLP-driven application designed to provide concise...	10	Experimental	1	Jupyter Notebook
97	ParthaPRay/noaa_nlp_weather_forecast_summarizer This repo contains codes for summarization of NOAA api JSON data into human...	10	Experimental	1	Jupyter Notebook
98	pszemraj/SummComparer compiles and parses the summarization gauntlet and results from various...	10	Experimental	1	Python
99	Callidior/paper-title-generator Predict paper titles from abstracts using a BERT2BERT transformer model.	10	Experimental	1	Python
100	Sachin-0001/ChatCut ChatCut is a text summarizing tool built on Bidirectional Auto Regressive...	10	Experimental	3	Jupyter Notebook

Comparisons in this category

transformer-abstractive-summarization and Text-Summarization (41 vs 28) Text-Summarizer and Text-Summarization (31 vs 28) Text-Summarizer and Finetune-Transformers (31 vs 25)