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 107 text summarization transformers models tracked. 2 score above 50 (established tier). The highest-rated is abelriboulot/onnxt5 at 51/100 with 256 stars.

Get all 107 projects as JSON

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#	Model	Score	Tier	Stars	Language
1	abelriboulot/onnxt5 Summarization, translation, sentiment-analysis, text-generation and more at...	51	Established	256	Python
2	pszemraj/textsum CLI & Python API to easily summarize text-based files with transformers	51	Established	132	Python
3	rojagtap/transformer-abstractive-summarization Abstractive Text Summarization using Transformer	48	Emerging	168	Jupyter Notebook
4	HHousen/DocSum A tool to automatically summarize documents abstractively using the BART or...	41	Emerging	69	Python
5	abhilash1910/LongPegasus LongPegasus package is used for inducing longformer self attention over base...	40	Emerging	4	Jupyter Notebook
6	praj2408/Text-Summarizer-Project The text summarizer project is an innovative tool designed to condense...	39	Emerging	16	Jupyter Notebook
7	singhsidhukuldeep/Text-Summarizer Comparing state of the art models for text summary generation	38	Emerging	19	Jupyter Notebook
8	linydub/azureml-greenai-txtsum Samples for fine-tuning HuggingFace models with AzureML	35	Emerging	10	—
9	aj-naik/Text-Summarization Abstractive and Extractive Text summarization using Transformers.	35	Emerging	86	Jupyter Notebook
10	JessicaLopezEspejel/HazPi HazPi is a modified Transformer(Vaswani et al., 2017) neural network...	34	Emerging	3	Python
11	siwei-li/NLP_summarization Summarization of lecture video transcripts using BERT.	33	Emerging	3	Jupyter Notebook
12	fajri91/sum_liputan6 The first large-scale summarization corpus for the Indonesian language. AACL 2020.	32	Emerging	38	Python
13	nsi319/Finetune-Transformers Abstractive text summarization by fine-tuning seq2seq models.	32	Emerging	39	Python
14	m3hrdadfi/news-headline-generation A Bert2Bert model which able to generate headlines!	32	Emerging	12	Python
15	NC0DER/GreekT5 A series of Greek News Summarization Sequence-to-Sequence Models built with...	31	Emerging	2	Python
16	RohitMacherla3/wikiHow_text_summarization_llms The project aims to utilize pre-trained Large Language Models (LLMs) for...	30	Emerging	1	Jupyter Notebook
17	MehnaazAsad/NLP_summarization_bart NLP summarization task with the Bart LLM	30	Emerging	2	Jupyter Notebook
18	Mechres/text-summarize Flask-based API that provides a user-friendly interface to summarize text in...	30	Emerging	2	Python
19	aaronbriel/absum Abstractive Summarization for Data Augmentation	28	Experimental	3	Python
20	gersongerardcruz/extractive_and_abstractive_text_summarization A combination of extractive and abstractive text summarization for...	27	Experimental	15	Jupyter Notebook
21	tezansahu/Janus-AI Janus AI is an Edge extension for text paraphrasing, powered by SoTA NLP...	26	Experimental	9	JavaScript
22	Navya0203/Abstractive-Text-Summarization-Using-RNN-and-Transformers This repository contains implementations of abstractive text summarization...	24	Experimental	3	Jupyter Notebook
23	saloni-1919/biosum-reliable AI-powered biomedical text summarization using extractive NLP, biomedical...	24	Experimental	3	Python
24	QuantLet/Encode-the-Qode Towards Code Summarization for Scientific Domain Experts on Scarce Data...	23	Experimental	1	Jupyter Notebook
25	m3hrdadfi/wiki-summary A Bert2Bert model which able to summarize articles!	23	Experimental	28	Python
26	TonmoyTalukder/Rank-Your-Summaries-Enhancing-Bengali-Text-Summarization-via-Ranking-based-Approach Enhancinng Bengali Text Summarization via Ranking based Approach	23	Experimental	2	Jupyter Notebook
27	SwethaMagesh/sankshepika-mlpro NLP based Legal document summariser. Takes large documents with complex...	23	Experimental	1	Jupyter Notebook
28	Anmol25/NewsDigest An AI-powered full-stack news platform delivering personalized...	23	Experimental	1	Python
29	jsuryanm/text-summarization-system End-to-End text summarization system built with bart-base using HuggingFace...	23	Experimental	—	Jupyter Notebook
30	mkreager/nlp-summarization Automated Lecture Video Summarization	21	Experimental	1	HTML
31	SC4RECOIN/BERT-summarizer Text Summarization with Pretrained Encoders	21	Experimental	9	Python
32	ertosns/wiki-summary wikipedia summarizer transformer	21	Experimental	1	Python
33	nerdimite/abstract-to-title-generator A T5-based Seq2Seq Model that Generates Titles for Machine Learning Papers...	20	Experimental	8	Jupyter Notebook
34	Aqib121201/BurgerBot LLM dashboard for German policy documents—translation, summarization, visualization	20	Experimental	3	Python
35	AlanC12138/summarizer-api AI-powered document summarization API built with FastAPI, Hugging Face...	20	Experimental	1	Python
36	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	20	Experimental	5	Jupyter Notebook
37	nicholaswilven/pegasus-tpu-trainer Transformer encoder-decoder (PEGASUS) pretraining and finetuning using...	19	Experimental	3	Jupyter Notebook
38	srujankothuri/SummarizeLaw SummarizeLaw uses InLegalBERT to generate concise summaries of Indian court...	19	Experimental	1	Jupyter Notebook
39	PaletiKrishnasai/Dialogue-Summarizer Dialogue Summarization application hosted using AWS and CICD deployment with...	19	Experimental	3	Jupyter Notebook
40	Aditya22b0053/Text-Summarizer Dual-mode text summarizer using BART (abstractive) and a hand-built TF-IDF +...	18	Experimental	1	Python
41	Shengwei-Peng/Chinese-News-Summarization A project for Chinese news summarization using state-of-the-art pre-trained...	18	Experimental	2	Python
42	ananthakr1shnan/SummarizeIt Text summarization web app with fine-tuned Pegasus model. Transform articles...	18	Experimental	1	Jupyter Notebook
43	R-aryan/Text-Summarization-Using-T5 perfroming abstractive text summariztion task using T5, and serving it via REST API	18	Experimental	2	Python
44	Flagro/SummaryForEveryone SummaryForEveryone is an open-source project that brings together...	18	Experimental	2	Jupyter Notebook
45	tommasofacchin/text-summarization-transformer Text summarization using a Transformer-based model built from scratch.	18	Experimental	1	Jupyter Notebook
46	JacobMacInnis/summit_mind a portfolio project built to experiment with and deploy lightweight...	18	Experimental	1	Python
47	ksgr5566/News-Headline-Generator A news headline generator finetuned on T5-base.	18	Experimental	2	Jupyter Notebook
48	itsabhishekm/Text_Summarizer Google Pegasus has been fine-tuned for text summarization, and the remaining...	18	Experimental	1	CSS
49	PaschalisAg/SummarizationModelT5 A lightweight, modular Transformer-based text summarization system built by...	17	Experimental	—	Python
50	Nanduu-10/summerizer-cli A simple CLI tool for summarizing text using Hugging Face Transformers	17	Experimental	—	Python
51	ParthaPRay/noaa_nlp_weather_forecast_summarizer This repo contains codes for summarization of NOAA api JSON data into human...	17	Experimental	1	Jupyter Notebook
52	andreanstev/News_Article_Summarization A collection of encoder-decoder transformers model fine tuned for...	17	Experimental	1	Jupyter Notebook
53	Abdallahelraey/Text-Summarization This is a full-featured summarization pipeline that processes "ted_talks"...	17	Experimental	1	Jupyter Notebook
54	ArnavAg21/SummarizePaper AI-powered web application that summarizes academic research papers using...	17	Experimental	—	Python
55	anitaxokojie/Multilingual-extractive-summarization Domain-aware semantic summarizer using BERT and Pagerank. Features bias...	17	Experimental	—	Jupyter Notebook
56	GoJo-Rika/Text-Summarizer-Using-HuggingFace-Transformers An end-to-end MLOps project for text summarization using the HuggingFace...	16	Experimental	—	Jupyter Notebook
57	Sachin-0001/ChatCut ChatCut is a text summarizing tool built on Bidirectional Auto Regressive...	14	Experimental	3	Jupyter Notebook
58	anna-kay/Reddit-summarization Abstractive summarization of Reddit datasets with Transformers.	14	Experimental	5	Jupyter Notebook
59	perlathebian/multilingual-ai-news-summarizer AI-powered web app for multilingual news summarization. Processes...	14	Experimental	1	Python
60	sghosh-04/notes_generator End-to-end AI pipeline — speech-to-text, NLP summarization, topic...	13	Experimental	—	Python
61	Thatimmorsit/llm-document-summarizer A Python-based tool for summarizing long documents using state-of-the-art...	13	Experimental	—	Python
62	emnaxbenjazia/Text-Summarization-NLP-Project This is a learning project. It follows the same general steps and structure...	13	Experimental	—	CSS
63	Abhinaykotla/news-summarization-T5-Transformer The project's goal is to use different Deep Learning techniques - T5...	13	Experimental	4	Jupyter Notebook
64	priyansh4320/Abstractive-Text-Summarization-Enhancing-Sequence-to-Sequence-Models-Using-Word-Sense-Disambiguatio This repository contains code and resources for abstractive text...	13	Experimental	14	Jupyter Notebook
65	mahdi-ahmadi-2002/CodeBART-Code-Summarization CodeBART: A fine-tuned BART-base model for automatic Python code...	13	Experimental	—	Jupyter Notebook
66	samarthFTR/GenSumm-AI A NLP Transformer Summarization scalable Project	13	Experimental	—	JavaScript
67	Ashishjeffery/t5-text-summarization-streamlit Abstractive text summarization system built using a fine-tuned T5...	13	Experimental	—	Python
68	souradeepdutta/Abstractive-Text-Summarizer-Model-using-Transformers Transformer-based abstractive text summarizer fine-tuned on CNN/DailyMail...	13	Experimental	—	Jupyter Notebook
69	mehar04/Chat-Summary-NLP-project An NLP-based Chat Summarization system using Transformer models to generate...	13	Experimental	—	Jupyter Notebook
70	mr-desilva/Multilingual-Dialogue-Summarization-for-Low-Resource-Enviornments Final Year Research Project - This project focuses on the customer service...	13	Experimental	—	Python
71	Vida181105/Automated-News-Summariser Summarize news articles using both extractive (TextRank) and abstractive (T5...	13	Experimental	—	JavaScript
72	ZacStryker/text-summary Text summarization using NLP/transformers	13	Experimental	—	HTML
73	vdoninav/hse_ocr_summ OCR & Summarization Micro-service	13	Experimental	—	Jupyter Notebook
74	jarora04/Summar_AI A Transformer-powered NLP system designed to produce accurate and...	13	Experimental	—	Jupyter Notebook
75	sarthakm402/summarizer Used to summarize any pdf and text	13	Experimental	—	Jupyter Notebook
76	NeuralNodeAI/AI-TransSummarizer A full-stack AI application powered by FastAPI and Hugging Face Transformers...	13	Experimental	—	HTML
77	Callidior/paper-title-generator Predict paper titles from abstracts using a BERT2BERT transformer model.	12	Experimental	1	Python
78	pszemraj/SummComparer compiles and parses the summarization gauntlet and results from various...	12	Experimental	1	Python
79	aryansingla45/text-summarizer-hugging-face A simple text summarization app using Hugging Face Transformers and Gradio,...	12	Experimental	1	Makefile
80	utkarshranaa/Recap-It Recap-It is an AI-powered text summarization tool using DistilBART-CNN,...	12	Experimental	1	Python
81	styounessi/tldr-jp-notebook Interactive Jupyter Notebook that uses 🤗 Hugging Face Transformers and BART...	12	Experimental	1	Jupyter Notebook
82	JDRanpariya/Article_Summarizer It's webapp that let's you create summary from article using hugging face...	11	Experimental	1	Python
83	shubhamdey01/Minor-Project This project focuses on evaluating six abstractive summarization models...	11	Experimental	—	Jupyter Notebook
84	kkastr/summit A reddit thread summarizer using transformers and gradio.	11	Experimental	—	Python
85	nishalsach/SciNewsDiscovery Data and code to create a news discovery tool for science reporters.	11	Experimental	—	—
86	karthiikJR/video-pdf-summarization A summarization website that can generate summaries from either YouTube...	11	Experimental	4	Python
87	MichalSuchocki/News-Articles-Summarizer A django application that allows you to summarize the content of a press...	11	Experimental	—	Python
88	quochuy242/TextSummarize-NLP The Text Summarizer project aims to distill the key points from lengthy...	11	Experimental	—	Jupyter Notebook
89	masfaatanveer/Lease-Summarization-Model-NLP This project uses OCR and a BART-based NLP pipeline to extract and summarize...	11	Experimental	2	Python
90	adarshgowdaa/pegasus-paraphrase Paragraph paraphrasing using the PEGASUS model from Google Research.	11	Experimental	—	Python
91	Behrena/_NLP Text summarization with transformers & NLP	11	Experimental	—	Jupyter Notebook
92	mikemayuare/text-summarizer Text summarization transformer-based model	11	Experimental	—	Jupyter Notebook
93	Temmie-Flakes/Simple_Text_Summarizer A simple implementation and UI of Summary Transformer models. Specifically...	11	Experimental	—	Python
94	hemhemoh/Text-Summarization-App This project aims to summarize long text of 512 tokens or less, to tokens <=...	11	Experimental	—	Jupyter Notebook
95	sohaamir/osf_digest Get a summary of OSF Preprints using the BART CNN	11	Experimental	—	Python
96	5umitpandey/Text_Summarisation Research Paper on Text Summarisation \| Multi Modal	11	Experimental	1	Jupyter Notebook
97	GURSV/URL-summ A URL summarizer, which summarizes the content of a URL with proper...	11	Experimental	4	Python
98	popug4iki/biocad Ассистент для работы с научной литературой	11	Experimental	3	Jupyter Notebook
99	rupeshghimire7/Summarizer-And-QnA Flask App for Text Summarization and QnA sessions	11	Experimental	—	HTML
100	ArtBreguez/summarizer-extension An AI-powered text summarizer that allows you to condense large amounts of...	11	Experimental	—	TypeScript
101	vmouchakis/summarease A tool to summarise your documents.	11	Experimental	—	Python
102	zanuura/Bert2Bert_Summarization_Liputan6 Just my experiment with Bert2Bert for summarization.	11	Experimental	3	—
103	Samb30/Long-Document-Text-Summarizer-using-the-T5-Transformer-Model This project implements an abstractive text summarization system for long...	10	Experimental	1	Jupyter Notebook
104	yajasarora/Multi-Document-Summarizer-using-Transfer-Learning This project uses transfer learning with the T5 model to summarize multiple...	10	Experimental	2	Jupyter Notebook
105	rmdhirr/IndonesianTextSummarizer This repository hosts a sequence-to-sequence model that employs BERT for...	10	Experimental	2	—
106	SreeEswaran/Text-Summarization-using-BART This project demonstrates text summarization using the BART (Bidirectional...	10	Experimental	2	Python
107	sarvjeetdev/NLP_Project Perspective-Aware Healthcare Summarization \| PyTorch, HuggingFace, T5/BART/SpanBERT	10	Experimental	1	Jupyter Notebook

Comparisons in this category

transformer-abstractive-summarization and Text-Summarization (48 vs 35) Text-Summarization and Finetune-Transformers (35 vs 32) Text-Summarizer and Text-Summarization (38 vs 35) Text-Summarizer and Finetune-Transformers (38 vs 32)